83 results on '"Patricia B Pavlinac"'
Search Results
2. Antibiotic use prior to attending a large diarrheal disease hospital among preschool children suffering from bloody or non-bloody diarrhea: A cross-sectional study conducted in Bangladesh.
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Syed Jayedul Bashar, Md Ridwan Islam, Sharika Nuzhat, Rukaeya Amin, Md Mushfiqur Rahman, Patricia B Pavlinac, Samuel L M Arnold, Amy Newlands, Tahmeed Ahmed, and Mohammod Jobayer Chisti
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Medicine ,Science - Abstract
BackgroundAmong diarrheal children, injudicious use of antibiotics is a major public health concern particularly in low- and middle-income countries. There are evidence-based guidelines by the World Health Organization (WHO) to prescribe antibiotics for bloody diarrhea in children. There is a scarcity of published data regarding the judicious use of antibiotics for bloody diarrhea in children. So, we aimed to evaluate the presenting features of bloody diarrhea at hospital with prior antibiotic use at home and the prevalence of injudicious antibiotic use for bloody diarrhea in children.MethodsWe screened 7,289 children aged 24-59 months with diarrhea (≥3 loose stools in the last 24 h) at Dhaka Hospital, International Centre for Diarrheal Disease Research, Bangladesh (icddr,b), from December 5, 2021 to February 16, 2023. Antibiotic intake at home due to current diarrheal illness was evaluated and confirmed by direct observation of a prescription, the bottle of antibiotics, or asking the caregiver about the name of antibiotics.ResultsOut of 7,289 children presented with diarrhea, 3,823 (52.45%) children consumed antibiotics before visiting hospital. 254 (3.48%) children presented with bloody diarrhea, among which 162 ingested antibiotics. Among 162 children, 88 (54.32%) received inappropriate antibiotics due to bloody diarrhea, according to the WHO guidelines. The most prevalent single antibiotic consumed in bloody diarrhea was metronidazole (n = 45, 27.78%), followed by ciprofloxacin (n = 39, 24.07%) and azithromycin (n = 32, 19.75%). After adjusting for relevant covariates like age, sex, presence of straining/tenesmus, fever during admission, history of cough, stunting, wasting, and underweight; children suffering from bloody diarrhea had 1.55 times higher odds of using metronidazole alone or in combination with other antibiotics (aOR:1.55, 95% CI: 1.10-2.19, p-value = 0.012) and 1.93 times higher odds of using multiple antibiotics (aOR:1.93, 95% CI: 1.23-3.02, p-value = 0.004) compared to children with non-bloody diarrhea.ConclusionThe study underscores the excessive use of antimicrobials among children with diarrheal illnesses. It is also evident that metronidazole use and multiple antibiotic use are increasing among children due to bloody diarrhea, which is alarming and calls for antibiotic stewardship by regulating bodies in the country.
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- 2024
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3. Derivation and external validation of clinical prediction rules identifying children at risk of linear growth faltering
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Sharia M Ahmed, Ben J Brintz, Patricia B Pavlinac, Lubaba Shahrin, Sayeeda Huq, Adam C Levine, Eric J Nelson, James A Platts-Mills, Karen L Kotloff, and Daniel T Leung
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diarrhea ,growth faltering ,stunting ,clinical prediction ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Background: Nearly 150 million children under-5 years of age were stunted in 2020. We aimed to develop a clinical prediction rule (CPR) to identify children likely to experience additional stunting following acute diarrhea, to enable targeted approaches to prevent this irreversible outcome. Methods: We used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) to build predictive models of linear growth faltering (decrease of ≥0.5 or ≥1.0 in height-for-age z-score [HAZ] at 60-day follow-up) in children ≤59 months presenting with moderate-to-severe diarrhea, and community controls, in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using fivefold cross-validation. We used the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study to (1) re-derive, and (2) externally validate our GEMS-derived CPR. Results: Of 7639 children in GEMS, 1744 (22.8%) experienced severe growth faltering (≥0.5 decrease in HAZ). In MAL-ED, we analyzed 5683 diarrhea episodes from 1322 children, of which 961 (16.9%) episodes experienced severe growth faltering. Top predictors of growth faltering in GEMS were: age, HAZ at enrollment, respiratory rate, temperature, and number of people living in the household. The maximum area under the curve (AUC) was 0.75 (95% confidence interval [CI]: 0.75, 0.75) with 20 predictors, while 2 predictors yielded an AUC of 0.71 (95% CI: 0.71, 0.72). Results were similar in the MAL-ED re-derivation. A 2-variable CPR derived from children 0–23 months in GEMS had an AUC = 0.63 (95% CI: 0.62, 0.65), and AUC = 0.68 (95% CI: 0.63, 0.74) when externally validated in MAL-ED. Conclusions: Our findings indicate that use of prediction rules could help identify children at risk of poor outcomes after an episode of diarrheal illness. They may also be generalizable to all children, regardless of diarrhea status. Funding: This work was supported by the National Institutes of Health under Ruth L. Kirschstein National Research Service Award NIH T32AI055434 and by the National Institute of Allergy and Infectious Diseases (R01AI135114).
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- 2023
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4. Derivation and external validation of a clinical prognostic model identifying children at risk of death following presentation for diarrheal care.
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Sharia M Ahmed, Ben J Brintz, Alison Talbert, Moses Ngari, Patricia B Pavlinac, James A Platts-Mills, Adam C Levine, Eric J Nelson, Judd L Walson, Karen L Kotloff, James A Berkley, and Daniel T Leung
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Public aspects of medicine ,RA1-1270 - Abstract
Diarrhea continues to be a leading cause of death for children under-five. Amongst children treated for acute diarrhea, mortality risk remains elevated during and after acute medical management. Identification of those at highest risk would enable better targeting of interventions, but available prognostic tools lack validation. We used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) to build clinical prognostic models (CPMs) to predict death (in-treatment, after discharge, or either) in children aged ≤59 months presenting with moderate-to-severe diarrhea (MSD), in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using repeated cross-validation. We used data from the Kilifi Health and Demographic Surveillance System (KHDSS) and Kilifi County Hospital (KCH) in Kenya to externally validate our GEMS-derived CPM. Of 8060 MSD cases, 43 (0.5%) children died in treatment and 122 (1.5% of remaining) died after discharge. MUAC at presentation, respiratory rate, age, temperature, number of days with diarrhea at presentation, number of people living in household, number of children
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- 2023
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5. The diagnosis and management of dehydration in children with wasting or nutritional edema: A systematic review.
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Adino Tesfahun Tsegaye, Patricia B Pavlinac, Judd L Walson, and Kirkby D Tickell
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Public aspects of medicine ,RA1-1270 - Abstract
Dehydration is a major cause of death among children with wasting and diarrhea. We reviewed the evidence for the identification and management of dehydration among these children. Two systematic reviews were conducted to assess 1) the diagnostic performance of clinical signs or algorithms intended to measure dehydration, and 2) the efficacy and safety of low-osmolarity ORS versus ReSoMal on mortality, treatment failure, time to full rehydration, and electrolyte disturbances (management review). We searched PubMed/Medline, Embase, and Global Index Medicus for studies enrolling children 0-60 months old with wasting and diarrhea. The diagnostic review included four studies. Two studies found the Integrated Management of Childhood Illness (IMCI) and the Dehydration: Assessing Kids Accurately (DHAKA) algorithms had similar diagnostic performance, but both algorithms had high false positive rates for moderate (41% and 35%, respectively) and severe (76% and 82%, respectively) dehydration. One further IMCI algorithm study found a 23% false positive rate for moderate dehydration. The management review included six trials. One trial directly compared low osmolarity ORS to ReSoMal and found no difference in treatment failure rates, although ReSoMal had a shorter duration of treatment (16.1 vs. 19.6 hours, p = 0.036) and a higher incidence of hyponatremia. Both fluids failed to correct a substantial number of hypokalemia cases across studies. In conclusion, the IMCI dehydration assessment has comparable performance to other algorithms among wasted children. Low osmolarity ORS may be an alternative to ReSoMal for children with severe wasting, but might require additional potassium to combat hypokalemia.
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- 2023
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6. Antimicrobial resistance including Extended Spectrum Beta Lactamases (ESBL) among E. coli isolated from kenyan children at hospital discharge.
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Stephanie N Tornberg-Belanger, Doreen Rwigi, Michael Mugo, Lynnete Kitheka, Nancy Onamu, Derrick Ounga, Mame M Diakhate, Hannah E Atlas, Anna Wald, R Scott McClelland, Olusegun O Soge, Kirkby D Tickell, Samuel Kariuki, Benson O Singa, Judd L Walson, and Patricia B Pavlinac
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Arctic medicine. Tropical medicine ,RC955-962 ,Public aspects of medicine ,RA1-1270 - Abstract
BackgroundChildren who have been discharged from hospital in sub-Saharan Africa remain at substantial risk of mortality in the post-discharge period. Antimicrobial resistance (AMR) may be an important factor. We sought to determine the prevalence and risk factors associated with AMR in commensal Escherichia coli (E. coli) from Kenyan children at the time of discharge.Methodology/principle findingsFecal samples were collected from 406 children aged 1-59 months in western Kenya at the time of discharge from hospital and cultured for E. coli. Susceptibility to ampicillin, ceftriaxone, cefotaxime, ceftazidime, cefoxitin, imipenem, ciprofloxacin, gentamicin, combined amoxicillin/clavulanic acid, trimethoprim-sulfamethoxazole, azithromycin, and chloramphenicol was determined by disc diffusion according to guidelines from the Clinical and Laboratory Standards Institute (CLSI). Poisson regression was used to determine associations between participant characteristics and the presence of extended-spectrum beta-lactamases (ESBL) producing E. coli. Non-susceptibility to ampicillin (95%), gentamicin (44%), ceftriaxone (46%), and the presence of ESBL (44%) was high. Receipt of antibiotics during the hospitalization was associated with the presence of ESBL (aPR = 2.23; 95% CI: 1.29-3.83) as was being hospitalized within the prior year (aPR = 1.32 [1.07-1.69]). Open defecation (aPR = 2.02; 95% CI: 1.39-2.94), having a toilet shared with other households (aPR = 1.49; 95% CI: 1.17-1.89), and being female (aPR = 1.42; 95% CI: 1.15-1.76) were associated with carriage of ESBL E. coli.Conclusions/significanceAMR is common among isolates of E. coli from children at hospital discharge in Kenya, including nearly half having detectable ESBL.
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- 2022
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7. Azithromycin for the prevention of rehospitalisation and death among Kenyan children being discharged from hospital: a double-blind, placebo-controlled, randomised controlled trial
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Patricia B Pavlinac, PhD, Benson O Singa, MBChB, Kirkby D Tickell, MBBS, Rebecca L Brander, PhD, Christine J McGrath, PhD, Mary Amondi, BA, Joyce Otieno, DIP, Elizabeth Akinyi, BSc, Doreen Rwigi, BSc, Joseph D Carreon, MS, Stephanie N Tornberg-Belanger, MPH, Ruth Nduati, MMed, Joseph B Babigumira, PhD, Liru Meshak, MBChB, George Bogonko, MMed, Samuel Kariuki, PhD, Barbra A Richardson, PhD, Grace C John-Stewart, MD, and Judd L Walson, MD
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Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: Mass drug administration of azithromycin to children in sub-Saharan Africa has been shown to improve survival in high-mortality settings. The period after hospital discharge is a time of elevated risk unaddressed by current interventions and might provide an opportunity for targeting empirical azithromycin administration. We aimed to assess the efficacy of azithromycin administered at hospital discharge on risk of death and rehospitalisation in Kenyan children younger than 5 years. Methods: In this double-blind, placebo-controlled randomised trial, children were randomly assigned (1:1) to receive a 5-day course of azithromycin (oral suspension 10 mg/kg on day 1, followed by 5mg/kg per day on days 2–5) or identically appearing and tasting placebo at discharge from four hospitals in western Kenya. Children were eligible if they were aged 1–59 months at hospital discharge, weighed at least 2 kg, and had been admitted to hospital for any medical reason other than trauma, poisoning, or congenital anomaly. The primary outcome was death or rehospitalisation in the subsequent 6-month period in a modified intention-to-treat population, compared by randomisation group with Cox proportional hazards regression and Kaplan-Meier. Azithromycin resistance in Escherichia coli isolates from a random subset of children was compared by randomisation group with generalised estimating equations. This trial is registered with ClinicalTrials.gov, NCT02414399. Findings: Between June 28, 2016, and Nov 4, 2019, 1400 children were enrolled in the trial at discharge from hospital, with 703 (50·2%) randomly assigned to azithromycin and 697 (49·8%) to placebo. Among the 1398 children included in the modified intention-to-treat analysis (702 in the azithromycin group and 696 in the placebo group), the incidence of death or rehospitalisation was 20·4 per 100 child-years in the azithromycin group and 22·5 per 100 child-years in the placebo group (adjusted hazard ratio 0·91, 95·5% CI 0·64–1·29, p=0·58). Azithromycin resistance was common in commensal E coli isolates from enrolled children before randomisation (37·7% of 406 isolates) despite only 3·7% of children having received a macrolide antibiotic during the hospitalisation. Azithromycin resistance was slightly higher at 3 months after randomisation in the azithromycin group (26·9%) than in the placebo group (19·1%; adjusted prevalence ratio 1·41, 95% CI 0·95–2·09, p=0·088), with no difference observed at 6 months (1·17, 0·78–1·76, p=0·44). Interpretation: We did not observe a significant benefit of a 5-day course of azithromycin delivered to children younger than 5 years at hospital discharge despite the overall high risk of mortality and rehospitalisation. These findings highlight the need for more research into mechanisms and interventions for prevention of morbidity and mortality in the post-discharge period. Funding: Eunice Kennedy Shriver National Institute of Child Health & Human Development.
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- 2021
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8. The effect of acute malnutrition on enteric pathogens, moderate-to-severe diarrhoea, and associated mortality in the Global Enteric Multicenter Study cohort: a post-hoc analysis
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Kirkby D Tickell, MBBS, Rumana Sharmin, MBBS, Emily L Deichsel, PhD, Laura M Lamberti, PhD, Judd L Walson, MD, A S G Faruque, MBBS, Patricia B Pavlinac, PhD, Karen L Kotloff, MD, and Mohammod J Chisti, PhD
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Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: Host vulnerabilities associated with acute malnutrition could facilitate the ability of specific enteric pathogens to cause diarrhoea and associated mortality. Using data from the Global Enteric Multicenter Study, we assessed whether acute malnutrition modifies the association between common enteric pathogens and moderate-to-severe diarrhoea, and whether associations between enteric pathogens and death were modified by acute malnutrition. Methods: Children with moderate-to-severe diarrhoea and age-matched and community-matched controls were included in this post-hoc analysis if their mid-upper arm circumference had been measured and if they were older than 6 months of age. Acute malnutrition was defined as mid-upper arm circumference below 12·5 cm, capturing both severe acute malnutrition (
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- 2020
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9. Examining the relationship between diarrhea and linear growth in Kenyan HIV-exposed, uninfected infants.
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Emily L Deichsel, Grace C John-Stewart, Judd L Walson, Dorothy Mbori-Ngacha, Barbra A Richardson, Brandon L Guthrie, Carey Farquhar, Rose Bosire, and Patricia B Pavlinac
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Medicine ,Science - Abstract
BackgroundDiarrhea in infancy can compromise linear growth and this relationship is likely influenced by diarrhea severity, number of episodes, and the timing of those episodes. HIV exposed, uninfected infants (HEU) have higher risk of growth faltering, infectious morbidity and mortality than HIV-unexposed infants and may be representative of children particularly vulnerable to diarrhea-associated linear growth faltering.Methodology/principal findingsWe utilized data from a cohort of Kenyan HEU infants followed from birth to 12 months of age. Infant length and morbidity were ascertained at monthly study visits and sick visits. Longitudinal models estimated the association between diarrhea severity and length-for-age Z-score (LAZ) in the following month, at 12 months of age, and in 6-month intervals. The 372 enrolled infants experienced an average of 2.15 episodes (range: 0-8) of diarrhea and 0.54 episodes (0-4) of moderate-to-severe diarrhea (MSD) between birth and 12 months. Surviving infants had a mean LAZ of -0.97 (standard deviation: 1.2) at 12 months. MSD was significantly associated with an average loss of 0.14 (95% Confidence Interval [CI]: -0.24, -0.05, p = 0.003) in LAZ one month after the episode. Linear growth outcomes were not predicted by cumulative episodes of diarrhea, or timing of diarrhea during infancy.Conclusions/significanceDiarrhea severity influenced the relationship between diarrhea and subsequent linear growth. HEU infants with MSD may benefit from nutritional interventions following severe diarrhea to protect against linear growth faltering.
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- 2020
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10. Identification and management of Shigella infection in children with diarrhoea: a systematic review and meta-analysis
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Kirkby D Tickell, DrMBBS, Rebecca L Brander, MPH, Hannah E Atlas, BA, Jeffrey M Pernica, MD, Judd L Walson, MD, and Patricia B Pavlinac, PhD
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Public aspects of medicine ,RA1-1270 - Abstract
Summary: Background: Shigella infections are a leading cause of diarrhoeal death among children in low-income and middle-income countries. WHO guidelines reserve antibiotics for treating children with dysentery. Reliance on dysentery for identification and management of Shigella infection might miss an opportunity to reduce Shigella-associated morbidity and mortality. We aimed to systematically review and evaluate Shigella-associated and dysentery-associated mortality, the diagnostic value of dysentery for the identification of Shigella infection, and the efficacy of antibiotics for children with Shigella or dysentery, or both. Methods: We did three systematic reviews (for mortality, diagnostic value, and antibiotic treatment of Shigella and dysentery), and meta-analyses where appropriate, of studies in resource-limited settings. We searched MEDLINE, Embase, and LILACS database for studies published before Jan 1, 2017, in English, French, and Spanish. We included studies of human beings with diarrhoea and accepted all study-specific definitions of dysentery. For the mortality and diagnostic value searches, we excluded studies that did not include an effect estimate or data necessary to calculate this estimate. The search for treatment included only randomised controlled trials that were done after Jan 1, 1980, and assessed antibiotics in children (aged
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- 2017
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11. Correlates of multi-drug non-susceptibility in enteric bacteria isolated from Kenyan children with acute diarrhea.
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Rebecca L Brander, Judd L Walson, Grace C John-Stewart, Jacqueline M Naulikha, Janet Ndonye, Nancy Kipkemoi, Doreen Rwigi, Benson O Singa, and Patricia B Pavlinac
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Arctic medicine. Tropical medicine ,RC955-962 ,Public aspects of medicine ,RA1-1270 - Abstract
Reduced antimicrobial susceptibility threatens treatment efficacy in sub-Saharan Africa, where data on the burden and correlates of antibiotic resistance among enteric pathogens are limited.Fecal samples from children aged 6 mos-15 yrs presenting with acute diarrhea in western Kenya were cultured for bacterial pathogens. HIV-uninfected children with identified Shigella or Salmonella species or pathogenic Escherichia coli (EPEC, ETEC, EAEC or EIEC) were included in this cross-sectional sub-study. Non-susceptibility to ampicillin, ceftriaxone, ciprofloxacin, cotrimoxazole, and tetracycline was determined using MicroScan Walkaway40 Plus. Multivariable log-binomial regression was used to identify correlates of multi-drug non-susceptibility (MDNS, non-susceptibility to ≥ 3 of these antibiotics).Of 292 included children, median age was 22.5 mos. MDNS was identified in 62.5% of 318 isolates. Non-susceptibility to cotrimoxazole (92.8%), ampicillin (81.3%), and tetracycline (75.0%) was common. Young age (6-24 mos vs. 24-59 mos adjusted prevalence ratio [aPR] = 1.519 [95% confidence interval: 1.19, 1.91]), maternal HIV (aPR = 1.29 [1.01, 1.66]); and acute malnutrition (aPR = 1.28 [1.06, 1.55]) were associated with higher prevalence of MDNS, as were open defecation (aPR = 2.25 [1.13, 4.50]), household crowding (aPR = 1.29 [1.08, 1.53]) and infrequent caregiver hand-washing (aPR = 1.50 [1.15, 1.95]).Young age, HIV exposure, acute malnutrition and poor sanitation may increase risk of antibiotic non-susceptible enteric pathogen infections among children in Kenya.
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- 2017
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12. Antimicrobial resistance of Klebsiella pneumoniae stool isolates circulating in Kenya.
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Chris Rowe Taitt, Tomasz A Leski, Daniel P Erwin, Elizabeth A Odundo, Nancy C Kipkemoi, Janet N Ndonye, Ronald K Kirera, Abigael N Ombogo, Judd L Walson, Patricia B Pavlinac, Christine Hulseberg, and Gary J Vora
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Medicine ,Science - Abstract
We sought to determine the genetic and phenotypic antimicrobial resistance (AMR) profiles of commensal Klebsiella spp. circulating in Kenya by testing human stool isolates of 87 K. pneumoniae and three K. oxytoca collected at eight locations. Over one-third of the isolates were resistant to ≥3 categories of antimicrobials and were considered multidrug-resistant (MDR). We then compared the resistance phenotype to the presence/absence of 238 AMR genes determined by a broad-spectrum microarray and PCR. Forty-six genes/gene families were identified conferring resistance to β-lactams (ampC/blaDHA, blaCMY/LAT, blaLEN-1, blaOKP-A/OKP-B1, blaOXA-1-like family, blaOXY-1, blaSHV, blaTEM, blaCTX-M-1 and blaCTX-M-2 families), aminoglycosides (aac(3)-III, aac(6)-Ib, aad(A1/A2), aad(A4), aph(AI), aph3/str(A), aph6/str(B), and rmtB), macrolides (mac(A), mac(B), mph(A)/mph(K)), tetracyclines (tet(A), tet(B), tet(D), tet(G)), ansamycins (arr), phenicols (catA1/cat4, floR, cmlA, cmr), fluoroquinolones (qnrS), quaternary amines (qacEΔ1), streptothricin (sat2), sulfonamides (sul1, sul2, sul3), and diaminopyrimidines (dfrA1, dfrA5, dfrA7, dfrA8, dfrA12, dfrA13/21/22/23 family, dfrA14, dfrA15, dfrA16, dfrA17). This is the first profile of genes conferring resistance to multiple categories of antimicrobial agents in western and central Kenya. The large number and wide variety of resistance genes detected suggest the presence of significant selective pressure. The presence of five or more resistance determinants in almost two-thirds of the isolates points to the need for more effective, targeted public health policies and infection control/prevention measures.
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- 2017
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13. Derivation and validation of a clinical predictive model for longer duration diarrhea among pediatric patients in Kenya using machine learning algorithms.
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Billy Ogwel, Vincent H. Mzazi, Alex O. Awuor, Caleb Okonji, Raphael O. Anyango, Caren Oreso, John B. Ochieng, Stephen Munga, Dilruba Nasrin, Kirkby D. Tickell, Patricia B. Pavlinac, Karen L. Kotloff, and Richard Omore
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- 2025
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14. Prioritizing countries for interventions to reduce child mortality: tools for maximizing the impact of mass drug administration of azithromycin.
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Alastair I Matheson, Lisa E Manhart, Patricia B Pavlinac, Arianna R Means, Adam Akullian, Gillian A Levine, Julie Jacobson, Erin Shutes, and Judd L Walson
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Medicine ,Science - Abstract
BACKGROUND: As new interventions to reduce childhood mortality are identified, careful consideration must be given to identifying populations that could benefit most from them. Promising reductions in childhood mortality reported in a large cluster randomized trial of mass drug administration (MDA) of azithromycin (AZM) prompted the development of visually compelling, easy-to-use tools that synthesize country-specific data on factors that would influence both potential AZM benefit and MDA implementation success. METHODOLOGY/PRINCIPAL FINDINGS: We assessed the opportunity to reduce mortality and the feasibility of implementing such a program, creating Opportunity and Feasibility Indices, respectively. Countries with high childhood mortality were included. A Country Ranking Index combined key variables from the previous two Indices and applied a scoring system to identify high-priority countries. We compared four scenarios with varying weights given to each variable. Twenty-five countries met inclusion criteria. We created easily visualized tools to display the results of the Opportunity and Feasibility Indices. The Opportunity Index revealed substantial variation in the opportunity for an MDA of AZM program to reduce mortality, even among countries with high overall childhood mortality. The Feasibility Index demonstrated that implementing such a program would be most challenging in the countries that could see greatest benefit. Based on the Country Ranking Index, Equatorial Guinea would benefit the most from the MZA of AZM in three of the four scenarios we tested. CONCLUSIONS/SIGNIFICANCE: These visually accessible tools can be adapted or refined to include other metrics deemed important by stakeholders, and provide a quantitative approach to prioritization for intervention implementation. The need to explicitly state metrics and their weighting encourages thoughtful and transparent decision making. The objective and data-driven approach promoted by the three Indices may foster more efficient use of resources.
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- 2014
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15. Mycobacterium tuberculosis bacteremia in a cohort of hiv-infected patients hospitalized with severe sepsis in uganda–high frequency, low clinical suspicion [corrected] and derivation of a clinical prediction score.
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Shevin T Jacob, Patricia B Pavlinac, Lydia Nakiyingi, Patrick Banura, Jared M Baeten, Karen Morgan, Amalia Magaret, Yuka Manabe, Steven J Reynolds, W Conrad Liles, Anna Wald, Moses L Joloba, Harriet Mayanja-Kizza, and W Michael Scheld
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Medicine ,Science - Abstract
When manifested as Mycobacterium tuberculosis (MTB) bacteremia, disseminated MTB infection clinically mimics other serious blood stream infections often hindering early diagnosis and initiation of potentially life-saving anti-tuberculosis therapy. In a cohort of hospitalized HIV-infected Ugandan patients with severe sepsis, we report the frequency, management and outcomes of patients with MTB bacteremia and propose a risk score based on clinical predictors of MTB bacteremia.We prospectively enrolled adult patients with severe sepsis at two Ugandan hospitals and obtained blood cultures for MTB identification. Multivariable logistic regression modeling was used to determine predictors of MTB bacteremia and to inform the stratification of patients into MTB bacteremia risk categories based on relevant patient characteristics.Among 368 HIV-infected patients with a syndrome of severe sepsis, eighty-six (23%) had MTB bacteremia. Patients with MTB bacteremia had a significantly lower median CD4 count (17 vs 64 lymphocytes/mm(3), p
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- 2013
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16. Distance from home to study clinic and risk of follow-up interruption in a cohort of HIV-1-discordant couples in Nairobi, Kenya.
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N Jeanne Conley, Patricia B Pavlinac, Brandon L Guthrie, Romel D Mackelprang, Anthony N Muiru, Robert Y Choi, Rose Bosire, Ann Gatuguta, and Carey Farquhar
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Medicine ,Science - Abstract
Longitudinal studies of HIV-1-infected individuals or those at risk of infection are subject to missed study visits that may have negative consequences on the care of participants and can jeopardize study validity due to bias and loss of statistical power. Distance between participant residence and study clinic, as well as other socioeconomic and demographic factors, may contribute to interruptions in patient follow-up.HIV-1-serodiscordant couples were enrolled between May 2007 and October 2009 and followed for two years in Nairobi, Kenya. At baseline, demographic and home location information was collected and linear distance from each participant's home to the study clinic was determined. Participants were asked to return to the study clinic for quarterly visits, with follow-up interruptions (FUI) defined as missing two consecutive visits. Cox proportional hazards regression was used to assess crude and adjusted associations between FUI and home-to-clinic distance, and other baseline characteristics.Of 469 enrolled couples, 64% had a female HIV-1-infected partner. Overall incidence of FUI was 13.4 per 100 person-years (PY), with lower incidence of FUI in HIV-1-infected (10.8 per 100 PY) versus -uninfected individuals (16.1 per 100 PY) (hazard ratio [HR] = 0.66; 95% confidence interval [CI]: 0.50, 0.88). Among HIV-1-infected participants, those living between 5 and 10 kilometers (km) from the study clinic had a two-fold increased rate of FUI compared to those living
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- 2012
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17. Predictive modelling of linear growth faltering among pediatric patients with Diarrhea in Rural Western Kenya: an explainable machine learning approach.
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Billy Ogwel, Vincent H. Mzazi, Alex O. Awuor, Caleb Okonji, Raphael O. Anyango, Caren Oreso, John B. Ochieng, Stephen Munga, Dilruba Nasrin, Kirkby D. Tickell, Patricia B. Pavlinac, Karen L. Kotloff, and Richard Omore
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- 2024
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18. Consequences of Shigella infection in young children: a systematic review
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Tanya E. Libby, Miranda L.M. Delawalla, Fatima Al-Shimari, Calman A. MacLennan, Kirsten S. Vannice, and Patricia B. Pavlinac
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Microbiology (medical) ,Infectious Diseases ,General Medicine - Published
- 2023
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19. Clinical Prediction Rule to Guide Diagnostic Testing for Shigellosis and Improve Antibiotic Stewardship for Pediatric Diarrhea
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Sharia M Ahmed, Ben J Brintz, Patricia B Pavlinac, Md Iqbal Hossain, Ashraful Islam Khan, James A Platts-Mills, Karen L Kotloff, and Daniel T Leung
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Infectious Diseases ,Oncology - Abstract
Background Diarrheal diseases are a leading cause of death for children aged Methods We used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) study to build predictive models for diarrhea of Shigella etiology in children aged ≤59 months presenting with moderate to severe diarrhea in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using cross-validation. We used the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study to externally validate our GEMS-derived CPR. Results Of the 5011 cases analyzed, 1332 (27%) had diarrhea of Shigella etiology. Our CPR had high predictive ability (area under the receiver operating characteristic curve = 0.80 [95% confidence interval, .79–.81]) using the top 2 predictive variables, age and caregiver-reported bloody diarrhea. We show that by using our CPR to triage who receives diagnostic testing, 3 times more Shigella diarrhea cases would have been identified compared to current symptom-based guidelines, with only 27% of cases receiving a POC diagnostic test. Conclusions We demonstrate how a CPR can be used to guide use of a POC diagnostic test for diarrhea management. Using our CPR, available diagnostic capacity can be optimized to improve appropriate antibiotic use.
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- 2023
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20. Derivation and external validation of a clinical prognostic model identifying children at risk of death following presentation for diarrheal care
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Sharia M. Ahmed, Ben J. Brintz, Alison Talbert, Moses Ngari, Patricia B. Pavlinac, James A. Platts-Mills, Adam C. Levine, Eric J. Nelson, Judd L. Walson, Karen L. Kotloff, James A. Berkley, and Daniel T. Leung
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Article - Abstract
Diarrhea continues to be a leading cause of death for children under-five. Amongst children treated for acute diarrhea, mortality risk remains elevated during and after acute medical management. Identification of those at highest risk would enable better targeting of interventions, but available prognostic tools lack validation. We used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) to build predictive models for death (in-treatment, after discharge, or either) in children aged ≤59 months presenting with moderate-to-severe diarrhea (MSD), in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using repeated cross-validation. We used data from the Kilifi Health and Demographic Surveillance System (KHDSS) and Kilifi County Hospital (KCH) in Kenya to externally validate our GEMS-derived clinical prognostic model (CPM). Of 8060 MSD cases, 43 (0.5%) children died in treatment and 122 (1.5% of remaining) died after discharge. MUAC at presentation, respiratory rate, age, temperature, number of days with diarrhea at presentation, number of people living in household, number of children
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- 2023
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21. Multiple PMQR genes including the rare qepA detected in Ciprofloxacin non-susceptible Escherichia coli and Klebsiella isolated from children under five years at hospital discharge, Kenya
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Kevin Kariuki, Mame Mareme Diakhate, Susan Musembi, Stephanie N. Tornberg-Belanger, Doreen Rwigi, Timothy Mutuma, Elizabeth Mutuku, Kirkby D. Tickell, Olusegun O. Soge, Benson O. Singa, Judd L. Walson, Patricia B. Pavlinac, and Samuel Kariuki
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Background: The increasing spread of fluoroquinolone resistant enteric bacteria is a global public health concern. Children recently discharged from the hospital are at high risk of carriage of antimicrobial resistance (AMR) due to frequent exposure to antimicrobials during inpatient stays. This study aimed to determine the prevalence, correlates of ciprofloxacin non-susceptibility, and distribution of plasmid-mediated quinolone resistance (PMQR) genes in Escherichia coli (E. coli) and Klebsiella spp isolated from children under five years being discharged from two Kenyan Hospitals. Methods: E. coli and Klebsiella spp were isolated from fecal samples from children discharged from hospital and subjected to antimicrobial susceptibility testing by disc diffusion and E-test. Ciprofloxacin non-susceptible isolates were screened for seven PMQR genes using multiplex PCR. Poisson regression was used to determine the association between carriage of ciprofloxacin non-susceptible isolates and patient characteristics. Results: Of the 280 ciprofloxacin non-susceptible isolates: 188 E. coli and 92 Klebsiella spp isolates identified among 266 discharged children, 195 (68%) were ciprofloxacin-resistant (MIC ≥ 1µg/mL). Among these 195 isolates, 130 (67%) had high level ciprofloxacin minimum inhibitory concentrations (MICs) (≥32 µg/mL). Over 80% of the isolates had at least one PMQR gene identified: aac(6’)lb-cr (60%), qnrB (24%), oqxAB (22%), qnrS (16%), and qepA (6%), howeverqnrA was not identified in any isolates tested. Co-carriage of qnrB with acc(6’)-lb-cr was the most predominant accounting for 20% of all the isolates. Ceftriaxone use during hospital admission and the presence of ESBL production were significantly associated with the carriage of ciprofloxacin non-susceptible E. coli and Klebsiella spp. Conclusion: Ciprofloxacin non-susceptibility is common among E. coli and Klebsiella spp isolated from hospital discharged children in Kenya. Carriage and co-carriage of PMQR, including the newly identified qepA gene, were frequently observed. These findings suggest that children leaving the hospital may serve as an important reservoir for transmission of resistant E. coli and Klebsiella spp to the community. Enhanced surveillance for AMR determinants is critical to inform interventions to control antimicrobial-resistant bacteria.
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- 2023
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22. Author response: Derivation and external validation of clinical prediction rules identifying children at risk of linear growth faltering
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Sharia M Ahmed, Ben J Brintz, Patricia B Pavlinac, Lubaba Shahrin, Sayeeda Huq, Adam C Levine, Eric J Nelson, James A Platts-Mills, Karen L Kotloff, and Daniel T Leung
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- 2022
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23. Clinical prediction rule to guide diagnostic testing forShigellosisand improve antibiotic stewardship for pediatric diarrhea
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Sharia M. Ahmed, Ben J. Brintz, Patricia B. Pavlinac, Md Iqbal Hossain, Ashraful Islam Khan, James A. Platts-Mills, Karen L. Kotloff, and Daniel T. Leung
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BackgroundDiarrheal diseases are a leading cause of death for children under-5.Identification of etiology helps guide pathogen-specific therapy, but availability of diagnostic testing is often limited in low resource settings. Our goal is to develop a clinical prediction rule (CPR) to guide clinicians in identifying when to use a point-of-care diagnostic forShigellain children presenting with acute diarrhea.MethodsWe used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) study to build predictive models for diarrhea ofShigellaetiology in children ≤59 months presenting with moderate-to-severe diarrhea in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using cross-validation. We used the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study to externally validate our GEMS-derived CPR.ResultsOf the 5011 cases analyzed, 1332 (27%) had diarrhea ofShigellaetiology. Our CPR had high predictive ability (AUC=0.80 (95% CI: 0.79, 0.81) using the top two predictive variables, age and caregiver reported bloody diarrhea. We show that by using our CPR to triage who receives diagnostic testing, 3 times moreShigelladiarrhea cases would have been identified compared to current symptom-based guidelines, with only 27% of cases receiving a point-of-care diagnostic test.ConclusionsWe demonstrate how a clinical prediction rule can be used to guide use of a point-of-care diagnostic test for diarrhea management. Using our CPR, available diagnostic capacity can be optimized to improve appropriate antibiotic use.Key pointsUsing an externally validated clinical prediction tool to triage who receives diagnostic testing, 3 times moreShigelladiarrhea cases would have been identified compared to current symptom-based guidelines, with only 27% of cases receiving a point-of-care diagnostic test.
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- 2022
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24. Azithromycin for the prevention of rehospitalisation and death among Kenyan children being discharged from hospital: a double-blind, placebo-controlled, randomised controlled trial
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Elizabeth Akinyi, Kirkby D Tickell, Joseph D Carreon, Joseph B. Babigumira, Mary Amondi, Benson Singa, Christine J. McGrath, Ruth Nduati, Stephanie N. Tornberg-Belanger, Judd L. Walson, Barbra A. Richardson, Joyce Otieno, Rebecca L Brander, George Bogonko, Samuel Kariuki, Doreen Rwigi, Grace John-Stewart, Liru Meshak, and Patricia B Pavlinac
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Male ,medicine.medical_specialty ,Population ,Azithromycin ,Placebo ,Patient Readmission ,law.invention ,Double-Blind Method ,Randomized controlled trial ,law ,Internal medicine ,Risk of mortality ,Humans ,Medicine ,education ,Mass drug administration ,education.field_of_study ,business.industry ,Incidence (epidemiology) ,Hazard ratio ,Infant, Newborn ,Infant ,General Medicine ,Kenya ,Patient Discharge ,Treatment Outcome ,Child, Preschool ,Child Mortality ,Female ,Public aspects of medicine ,RA1-1270 ,business ,medicine.drug - Abstract
Summary Background Mass drug administration of azithromycin to children in sub-Saharan Africa has been shown to improve survival in high-mortality settings. The period after hospital discharge is a time of elevated risk unaddressed by current interventions and might provide an opportunity for targeting empirical azithromycin administration. We aimed to assess the efficacy of azithromycin administered at hospital discharge on risk of death and rehospitalisation in Kenyan children younger than 5 years. Methods In this double-blind, placebo-controlled randomised trial, children were randomly assigned (1:1) to receive a 5-day course of azithromycin (oral suspension 10 mg/kg on day 1, followed by 5mg/kg per day on days 2–5) or identically appearing and tasting placebo at discharge from four hospitals in western Kenya. Children were eligible if they were aged 1–59 months at hospital discharge, weighed at least 2 kg, and had been admitted to hospital for any medical reason other than trauma, poisoning, or congenital anomaly. The primary outcome was death or rehospitalisation in the subsequent 6-month period in a modified intention-to-treat population, compared by randomisation group with Cox proportional hazards regression and Kaplan-Meier. Azithromycin resistance in Escherichia coli isolates from a random subset of children was compared by randomisation group with generalised estimating equations. This trial is registered with ClinicalTrials.gov , NCT02414399 . Findings Between June 28, 2016, and Nov 4, 2019, 1400 children were enrolled in the trial at discharge from hospital, with 703 (50·2%) randomly assigned to azithromycin and 697 (49·8%) to placebo. Among the 1398 children included in the modified intention-to-treat analysis (702 in the azithromycin group and 696 in the placebo group), the incidence of death or rehospitalisation was 20·4 per 100 child-years in the azithromycin group and 22·5 per 100 child-years in the placebo group (adjusted hazard ratio 0·91, 95·5% CI 0·64–1·29, p=0·58). Azithromycin resistance was common in commensal E coli isolates from enrolled children before randomisation (37·7% of 406 isolates) despite only 3·7% of children having received a macrolide antibiotic during the hospitalisation. Azithromycin resistance was slightly higher at 3 months after randomisation in the azithromycin group (26·9%) than in the placebo group (19·1%; adjusted prevalence ratio 1·41, 95% CI 0·95–2·09, p=0·088), with no difference observed at 6 months (1·17, 0·78–1·76, p=0·44). Interpretation We did not observe a significant benefit of a 5-day course of azithromycin delivered to children younger than 5 years at hospital discharge despite the overall high risk of mortality and rehospitalisation. These findings highlight the need for more research into mechanisms and interventions for prevention of morbidity and mortality in the post-discharge period. Funding Eunice Kennedy Shriver National Institute of Child Health & Human Development.
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- 2021
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25. The Role of Food Insecurity and Dietary Diversity on Recovery from Wasting among Hospitalized Children Aged 6-23 Months in Sub-Saharan Africa and South Asia
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Adino Tesfahun Tsegaye, Patricia B. Pavlinac, Lynnth Turyagyenda, Abdoulaye H. Diallo, Blaise S. Gnoumou, Roseline M. Bamouni, Wieger P. Voskuijl, Meta van den Heuvel, Emmie Mbale, Christina L. Lancioni, Ezekiel Mupere, John Mukisa, Christopher Lwanga, Michael Atuhairwe, Mohammod J. Chisti, Tahmeed Ahmed, Abu S.M.S.B. Shahid, Ali F. Saleem, Zaubina Kazi, Benson O. Singa, Pholona Amam, Mary Masheti, James A. Berkley, Judd L. Walson, Kirkby D. Tickell, Amsterdam Gastroenterology Endocrinology Metabolism, Global Health, APH - Global Health, APH - Health Behaviors & Chronic Diseases, General Paediatrics, and Pediatrics
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Nutrition and Dietetics ,Asia ,dietary diversity ,wasting ,Infant ,food security ,Food Supply ,Food Insecurity ,Vegetables ,Humans ,hospitalization ,Prospective Studies ,Child ,Child, Hospitalized ,Africa South of the Sahara ,Food Science - Abstract
Background: Current guidelines for the management of childhood wasting primarily focus on the provision of therapeutic foods and the treatment of medical complications. However, many children with wasting live in food-secure households, and multiple studies have demonstrated that the etiology of wasting is complex, including social, nutritional, and biological causes. We evaluated the contribution of household food insecurity, dietary diversity, and the consumption of specific food groups to the time to recovery from wasting after hospital discharge. Methods: We conducted a secondary analysis of the Childhood Acute Illness Network (CHAIN) cohort, a multicenter prospective study conducted in six low- or lower-middle-income countries. We included children aged 6–23 months with wasting (mid-upper arm circumference [MUAC] ≤ 12.5 cm) or kwashiorkor (bipedal edema) at the time of hospital discharge. The primary outcome was time to nutritional recovery, defined as a MUAC > 12.5 cm without edema. Using Cox proportional hazards models adjusted for age, sex, study site, HIV status, duration of hospitalization, enrollment MUAC, referral to a nutritional program, caregiver education, caregiver depression, the season of enrollment, residence, and household wealth status, we evaluated the role of reported food insecurity, dietary diversity, and specific food groups prior to hospitalization on time to recovery from wasting during the 6 months of posthospital discharge. Findings: Of 1286 included children, most participants (806, 63%) came from food-insecure households, including 170 (13%) with severe food insecurity, and 664 (52%) participants had insufficient dietary diversity. The median time to recovery was 96 days (18/100 child-months (95% CI: 17.0, 19.0)). Moderate (aHR 1.17 [0.96, 1.43]) and severe food insecurity (aHR 1.14 [0.88, 1.48]), and insufficient dietary diversity (aHR 1.07 [0.91, 1.25]) were not significantly associated with time to recovery. Children who had consumed legumes and nuts prior to diagnosis had a quicker recovery than those who did not (adjusted hazard ratio (aHR): 1.21 [1.01,1.44]). Consumption of dairy products (aHR 1.13 [0.96, 1.34], p = 0.14) and meat (aHR 1.11 [0.93, 1.33]), p = 0.23) were not statistically significantly associated with time to recovery. Consumption of fruits and vegetables (aHR 0.78 [0.65,0.94]) and breastfeeding (aHR 0.84 [0.71, 0.99]) before diagnosis were associated with longer time to recovery. Conclusion: Among wasted children discharged from hospital and managed in compliance with wasting guidelines, food insecurity and dietary diversity were not major determinants of recovery.
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- 2022
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26. The Clinical Presentation of Culture-positive and Culture-negative, Quantitative Polymerase Chain Reaction (qPCR)-Attributable Shigellosis in the Global Enteric Multicenter Study and Derivation of a Shigella Severity Score: Implications for Pediatric Shigella Vaccine Trials
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Pedro L. Alonso, Furqan Kabir, Stephen Becker, Kirkby D Tickell, Sharon M. Tennant, Deanna Toema, Thandavarayan Ramamurthy, M Jahangir Hossain, Yukun Wu, Anna Roose, Jane Juma, Shahnawaz Ahmed, Suzanne Stroup, Dipika Sur, Barry S. Fields, Caroline Ochieng, Debasish Saha, Shahida Qureshi, Sandra Panchalingam, Myron M. Levine, John B. Ochieng, Brenda Kwambana, Martin Antonio, Najeeha Talat Iqbal, Karen L. Kotloff, Melvin Ochieng, Timothy L. McMurry, Anita K. M. Zaidi, Boubou Tamboura, Adil Kalam, Fatima Aziz, Jashim Uddin, Rashidul Haque, Darwin J. Operario, Jie Liu, Jean Gratz, James P. Nataro, Mami Taniuchi, Samba O. Sow, Inacio Mandomando, Joseph Nkeze, James A Platts-Mills, Robert F. Breiman, Anowar Hossain, James H Roberts, Farah Naz Qamar, Sheikh Jarju, Clayton Onyango, Eric R. Houpt, Catherine Okoi, Patricia B Pavlinac, and Abu Syed Golam Faruque
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Diarrhea ,Microbiology (medical) ,Shigellosis ,medicine.medical_specialty ,medicine.disease_cause ,Polymerase Chain Reaction ,Internal medicine ,medicine ,Clinical endpoint ,Humans ,Shigella ,Child ,Online Only Articles ,Shigella vaccine ,Wasting ,Dysentery, Bacillary ,Vaccines ,business.industry ,Infant ,Dysentery ,medicine.disease ,Vaccine efficacy ,Major Articles and Commentaries ,AcademicSubjects/MED00290 ,Infectious Diseases ,Case-Control Studies ,medicine.symptom ,business - Abstract
Background Shigella is a leading cause of childhood diarrhea and target for vaccine development. Microbiologic and clinical case definitions are needed for pediatric field vaccine efficacy trials. Methods We compared characteristics of moderate to severe diarrhea (MSD) cases in the Global Enteric Multicenter Study (GEMS) between children with culture positive Shigella to those with culture-negative, quantitative polymerase chain reaction (qPCR)-attributable Shigella (defined by an ipaH gene cycle threshold, Molecular methods identified Shigella more commonly than microbiologic culture in younger and stunted children. A simplified clinical score containing dehydration, hospitalization, and diarrhea duration could be used to stratify vaccine trial endpoints by severity based on its ability to predict death.
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- 2020
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27. Pivotal Shigella Vaccine Efficacy Trials—Study Design Considerations from a Shigella Vaccine Trial Design Working Group
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Patricia B. Pavlinac, Elizabeth T. Rogawski McQuade, James A. Platts-Mills, Karen L. Kotloff, Carolyn Deal, Birgitte K. Giersing, Richard A. Isbrucker, Gagandeep Kang, Lyou-Fu Ma, Calman A. MacLennan, Peter Patriarca, Duncan Steele, and Kirsten S. Vannice
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Pharmacology ,Infectious Diseases ,Drug Discovery ,Immunology ,Pharmacology (medical) ,vaccine trial design ,pediatrics ,low and middle-income countries ,Shigella - Abstract
Vaccine candidates for Shigella are approaching phase 3 clinical trials in the target population of young children living in low- and middle-income countries. Key study design decisions will need to be made to maximize the success of such trials and minimize the time to licensure and implementation. We convened an ad hoc working group to identify the key aspects of trial design that would meet the regulatory requirements to achieve the desired indication of prevention of moderate or severe shigellosis due to strains included in the vaccine. The proposed primary endpoint of pivotal Shigella vaccine trials is the efficacy of the vaccine against the first episode of acute moderate or severe diarrhea caused by the Shigella strains contained within the vaccine. Moderate or severe shigellosis could be defined by a modified Vesikari score with dysentery and molecular detection of vaccine-preventable Shigella strains. This report summarizes the rationale and current data behind these considerations, which will evolve as new data become available and after further review and consultation by global regulators and policymakers.
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- 2022
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28. Derivation and external validation of clinical prediction rules identifying children at risk of linear growth faltering (stunting) presenting for diarrheal care
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Sharia M. Ahmed, Ben J. Brintz, Patricia B Pavlinac, Lubaba Shahrin, Sayeeda Huq, Adam C. Levine, Eric J. Nelson, James A Platts-Mills, Karen L Kotloff, and Daniel T Leung
- Abstract
BackgroundNearly 150 million children under-5 years of age were stunted in 2020. We aimed to develop a clinical prediction rule (CPR) to identify children likely to experience additional stunting following acute diarrhea, to enable targeted approaches to prevent this irreversible outcome.MethodologyWe used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) study to build predictive models of linear growth faltering (decrease of ≥0.5 or ≥1.0 in height-for-age z-score [HAZ] at 60 day follow-up) in children ≤59 months presenting with moderate-to-severe diarrhea (MSD), and community controls, in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using 5-fold cross-validation. We used the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study to A) re-derive, and B) externally validate our GEMS-derived CPR.ResultsOf 7639 children in GEMS, 1744 (22.8%) experienced severe growth faltering (≥0.5 decrease in HAZ). In MAL-ED, we analyzed 5683 diarrhea episodes from 1322 children, of which 961(16.9%) episodes experienced severe growth faltering. Top predictors of growth faltering in GEMS were: age, HAZ at enrollment, respiratory rate, temperature, and number of people living in the household. The maximum AUC was 0.75 (95% CI: 0.75, 0.75) with 20 predictors, while 2 predictors yielded an AUC of 0.71 (95% CI: 0.71, 0.72). Results were similar in the MAL-ED re-derivation. A 2-variable CPR derived from children 0-23 months in GEMS had an AUC=0.63 (95% CI 0.62, 0.65), and AUC=0.68 (95% CI: 0.63, 0.74) when externally validated in MAL-ED.ConclusionsOur findings indicate that use of prediction rules could help identify children at risk of poor outcomes after an episode of diarrheal illness.
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- 2022
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29. Derivation and external validation of clinical prediction rules identifying children at risk of linear growth faltering
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Sharia M Ahmed, Ben J Brintz, Patricia B Pavlinac, Lubaba Shahrin, Sayeeda Huq, Adam C Levine, Eric J Nelson, James A Platts-Mills, Karen L Kotloff, and Daniel T Leung
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General Immunology and Microbiology ,General Neuroscience ,General Medicine ,General Biochemistry, Genetics and Molecular Biology - Abstract
Background:Nearly 150 million children under-5 years of age were stunted in 2020. We aimed to develop a clinical prediction rule (CPR) to identify children likely to experience additional stunting following acute diarrhea, to enable targeted approaches to prevent this irreversible outcome.Methods:We used clinical and demographic data from the Global Enteric Multicenter Study (GEMS) to build predictive models of linear growth faltering (decrease of ≥0.5 or ≥1.0 in height-for-age z-score [HAZ] at 60-day follow-up) in children ≤59 months presenting with moderate-to-severe diarrhea, and community controls, in Africa and Asia. We screened variables using random forests, and assessed predictive performance with random forest regression and logistic regression using fivefold cross-validation. We used the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) study to (1) re-derive, and (2) externally validate our GEMS-derived CPR.Results:Of 7639 children in GEMS, 1744 (22.8%) experienced severe growth faltering (≥0.5 decrease in HAZ). In MAL-ED, we analyzed 5683 diarrhea episodes from 1322 children, of which 961 (16.9%) episodes experienced severe growth faltering. Top predictors of growth faltering in GEMS were: age, HAZ at enrollment, respiratory rate, temperature, and number of people living in the household. The maximum area under the curve (AUC) was 0.75 (95% confidence interval [CI]: 0.75, 0.75) with 20 predictors, while 2 predictors yielded an AUC of 0.71 (95% CI: 0.71, 0.72). Results were similar in the MAL-ED re-derivation. A 2-variable CPR derived from children 0–23 months in GEMS had an AUC = 0.63 (95% CI: 0.62, 0.65), and AUC = 0.68 (95% CI: 0.63, 0.74) when externally validated in MAL-ED.Conclusions:Our findings indicate that use of prediction rules could help identify children at risk of poor outcomes after an episode of diarrheal illness. They may also be generalizable to all children, regardless of diarrhea status.Funding:This work was supported by the National Institutes of Health under Ruth L. Kirschstein National Research Service Award NIH T32AI055434 and by the National Institute of Allergy and Infectious Diseases (R01AI135114).
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- 2022
30. Cytomegalovirus viremia predicts postdischarge mortality in Kenyan HIV-exposed uninfected children
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Patricia B Pavlinac, Benson Singa, Meei-Li Huang, Lasata Shrestha, Vanessa Li, Hannah E Atlas, Mame Mareme Diakhate, Rebecca Brander, Liru Meshak, George Bogonko, Kirkby D Tickell, Christine J McGrath, Irine M Machuara, Derrick O Ounga, James A Berkley, Barbra A Richardson, Grace John-Stewart, Judd L Walson, and Jennifer Slyker
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Adult ,virus diseases ,Cytomegalovirus ,Aftercare ,HIV Infections ,Viral Load ,Kenya ,Patient Discharge ,Infectious Diseases ,Cytomegalovirus Infections ,Immunology and Allergy ,Humans ,Female ,Viremia ,Child - Abstract
Background Cytomegalovirus (CMV) viremia is associated with mortality in severely ill immunocompetent adults and hospitalized children with HIV (CWH). We measured CMV viremia in HIV-exposed and -unexposed Kenyan children aged 1–59 months discharged from hospital and determined its relationship with postdischarge mortality. Methods CMV DNA levels were measured in plasma from 1024 children (97 of which were HIV exposed uninfected [HEU], and 15 CWH). Poisson and Cox proportional hazards regression models were used to identify correlates of CMV viremia ≥ 1000 IU/mL and estimate associations with 6-month mortality, respectively. Results CMV viremia was detected in 31% of children, with levels ≥ 1000 IU/mL in 5.8%. HIV infection, age < 2 years, breastfeeding, and midupper arm circumference < 12.5 cm were associated with CMV viremia ≥ 1000 IU/mL. Among HEU children, CMV ≥ 1000 IU/mL (hazard ratio [HR] = 32.0; 95% confidence interval [CI], 2.9–354.0; P = .005) and each 1-log increase in CMV viral load (HR = 5.04; 95% CI, 1.7–14.6; P = .003) were associated with increased risk of mortality. CMV viremia was not significantly associated with mortality in HIV-unexposed children. Conclusions CMV levels at hospital postdischarge predict increased risk of 6-month mortality in Kenyan HEU children. CMV suppression may be a novel target to reduce mortality in HEU children. Clinical Trial Registration NCT02414399.
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- 2022
31. Brief Report: Performance of Tuberculosis Symptom Screening Among Hospitalized ART-Naive Children With HIV in Kenya
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Lisa M. Cranmer, Irene N. Njuguna, Sylvia M. LaCourse, Janet Figueroa, Scott Gillespie, Elizabeth Maleche-Obimbo, Vincent Otieno, Cyrus Mugo, Helen Okinyi, Sarah Benki-Nugent, Patricia B. Pavlinac, Amyn A. Malik, Neel R. Gandhi, Barbara A. Richardson, Joshua Stern, Dalton C. Wamalwa, and Grace C. John-Stewart
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Infectious Diseases ,Cough ,Humans ,Mass Screening ,Tuberculosis ,Pharmacology (medical) ,HIV Infections ,Mycobacterium tuberculosis ,Child ,Kenya ,Sensitivity and Specificity ,Tuberculosis, Pulmonary - Abstract
The World Health Organization (WHO) recommends tuberculosis (TB) diagnostic evaluation for children with HIV (CHIV) who have history of TB contact, poor weight gain, cough, or fever. These screening criteria were developed based on studies of symptomatic CHIV with incomplete microbiologic confirmation. We performed routine TB microbiologic evaluation of hospitalized CHIV with and without symptoms to develop a data-driven TB symptom screen.Among hospitalized antiretroviral therapy-naive Kenyan CHIV enrolled in the Pediatric Urgent Start of Highly Active Antiretroviral Therapy (PUSH) trial, we performed Xpert MTB/RIF and mycobacterial culture of respiratory and stool specimens independent of TB symptoms. We evaluated performance of WHO and other published pediatric TB screening criteria and derived optimized criteria using a combination of symptoms.Of 168 CHIV who underwent TB microbiologic evaluation, 13 (8%) had confirmed TB. WHO TB symptom screening had 100% sensitivity and 4% specificity to detect confirmed TB. Published TB screening criteria that relied on prolonged symptoms missed cases of confirmed TB (sensitivity 85%-92%). An optimized symptom screen including weight loss, cough, anorexia, or TB contact had 100% sensitivity and improved specificity (31%) compared with the WHO pediatric TB symptom screen.The WHO TB symptom screen was highly sensitive but resulted in a high proportion of hospitalized CHIV who would require TB diagnostic evaluation. Other published TB screening criteria missed CHIV with confirmed TB. Our optimized screening tool increased specificity while preserving sensitivity. Future multicenter studies are needed to improve TB screening tools for CHIV in both inpatient and outpatient settings.
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- 2022
32. Pivotal
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Patricia B, Pavlinac, Elizabeth T, Rogawski McQuade, James A, Platts-Mills, Karen L, Kotloff, Carolyn, Deal, Birgitte K, Giersing, Richard A, Isbrucker, Gagandeep, Kang, Lyou-Fu, Ma, Calman A, MacLennan, Peter, Patriarca, Duncan, Steele, and Kirsten S, Vannice
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Vaccine candidates for
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- 2021
33. World Health Organization Expert Working Group: Recommendations for assessing morbidity associated with enteric pathogens
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Karen L. Kotloff, Mark S. Riddle, Gagandeep Kang, Robert F. Breiman, Patricia B Pavlinac, Virginia E. Pitzer, Mateusz Hasso-Agopsowicz, Elizabeth T. Rogawski McQuade, Claudio F. Lanata, Birgitte K. Giersing, Holly J. Prudden, Ibrahim A Khalil, Paula M. Luz, Benjamin A. Lopman, James A Platts-Mills, and Mark Jit
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General Veterinary ,General Immunology and Microbiology ,business.industry ,Campylobacter ,Public Health, Environmental and Occupational Health ,Growth faltering ,medicine.disease_cause ,Health outcomes ,World health ,Infectious Diseases ,Environmental health ,medicine ,Norovirus ,Etiology ,Molecular Medicine ,Shigella ,Cognitive impairment ,business - Abstract
Background Diarrhoeal infections are one of the leading causes of child’s mortality and morbidity. Vaccines against Shigella, enterotoxigenic E. coli (ETEC), norovirus and invasive non-typhoidal Salmonella are in clinical development, however, their full value in terms of short and long-term health and socio-economic burden needs to be evaluated and communicated, to rationalise investment in vaccine development, and deployment. While estimates of mortality of enteric infections exist, the long-term morbidity estimates are scarce and have not been systematically collected. Methods The World Health Organization (WHO) has convened a Burden of Enteric Diseases Morbidity Working Group (BoED MWG) who identified key workstreams needed to characterise the morbidity burden of enteric infections. The group also identified four criteria for the prioritisation of pathogens of which impact on long-term morbidity needs to be assessed. Results The BoED MWG suggested to identify and analyse the individual level data from historical datasets to estimate the impact of enteric infections and confounders on long-term morbidity, including growth faltering and cognitive impairment in children (workstream 1); to conduct a systematic review of evidence on the association of aetiology specific diarrhoea with short- and long- term impact on growth, including stunting, and possibly cognitive impairment in children, while accounting for potential confounders (workstream 2); and to conduct a systematic review of evidence on the association of aetiology specific diarrhoea with short- and long- term impact on health outcomes in adults. The experts prioritised four pathogens for this work: Campylobacter jejuni, ETEC (LT or ST), norovirus (G1 or G2), and Shigella (dysenteriae, flexneri, sonnei). Conclusions The proposed work will contribute to improving the understanding of the impact of enteric pathogens on long-term morbidity. The timing of this work is critical as all four pathogens have vaccine candidates in the clinical pipeline and decisions about investments in development, manufacturing or vaccine procurement and use are expected to be made soon.
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- 2021
34. Maternal Diarrhea and Antibiotic Use are Associated with Increased Risk of Diarrhea among HIV-Exposed, Uninfected Infants in Kenya
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Elizabeth Maleche-Obimbo, Judd L. Walson, Emily L Deichsel, Grace John-Stewart, Dorothy Mbori-Ngacha, Patricia B Pavlinac, Rose Bosire, and Carey Farquhar
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Adult ,Diarrhea ,Pediatrics ,medicine.medical_specialty ,030231 tropical medicine ,Population ,Breastfeeding ,HIV Infections ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Risk Factors ,Virology ,medicine ,Humans ,Risk factor ,education ,education.field_of_study ,business.industry ,Incidence (epidemiology) ,Incidence ,Hazard ratio ,Infant, Newborn ,Dysentery ,Infant ,Articles ,Viral Load ,medicine.disease ,Kenya ,Anti-Bacterial Agents ,CD4 Lymphocyte Count ,Infectious Diseases ,Cohort ,Diarrhea, Infantile ,Parasitology ,medicine.symptom ,business - Abstract
HIV-exposed, uninfected (HEU) children are a growing population at particularly high risk of infection-related death in whom preventing diarrhea may significantly reduce under-5 morbidity and mortality in sub-Saharan Africa. A historic cohort (1999–2002) of Kenyan HEU infants followed from birth to 12 months was used. Maternal and infant morbidity were ascertained at monthly clinic visits and unscheduled sick visits. The Andersen–Gill Cox model was used to assess maternal, environmental, and infant correlates of diarrhea, moderate-to-severe diarrhea (MSD; diarrhea with dehydration, dysentery, or related hospital admission), and prolonged/persistent diarrhea (> 7 days) in infants. HIV-exposed, uninfected infants (n = 373) experienced a mean 2.09 (95% CI: 1.93, 2.25) episodes of diarrhea, 0.47 (95% CI: 0.40, 0.55) episodes of MSD, and 0.34 (95% CI: 0.29, 0.42) episodes of prolonged/persistent diarrhea in their first year. Postpartum maternal diarrhea was associated with increased risk of infant diarrhea (Hazard ratio [HR]: 2.09; 95% CI: 1.43, 3.06) and MSD (HR: 2.89; 95% CI: 1.10, 7.59). Maternal antibiotic use was a risk factor for prolonged/persistent diarrhea (HR: 1.63; 95% CI: 1.04, 2.55). Infants living in households with a pit latrine were 1.44 (95% CI: 1.19, 1.74) and 1.49 (95% CI: 1.04, 2.14) times more likely to experience diarrhea and MSD, respectively, relative to those with a flush toilet. Current exclusive breastfeeding was protective against MSD (HR: 0.30; 95% CI: 0.15, 0.58) relative to infants receiving no breast milk. Reductions in maternal diarrhea may result in substantial reductions in diarrhea morbidity among HEU children, in addition to standard diarrhea prevention interventions.
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- 2020
35. The effect of acute malnutrition on enteric pathogens, moderate-to-severe diarrhoea, and associated mortality in the Global Enteric Multicenter Study cohort: a post-hoc analysis
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Rumana Sharmin, Mohammod Jobayer Chisti, Karen L. Kotloff, Emily L Deichsel, Patricia B Pavlinac, Kirkby D Tickell, Judd L. Walson, A. S. G. Faruque, and Laura M. Lamberti
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Male ,Diarrhea ,medicine.medical_specialty ,030231 tropical medicine ,Severe Acute Malnutrition ,India ,Nutritional Status ,Mali ,medicine.disease_cause ,Article ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Cause of Death ,Internal medicine ,Medicine ,Humans ,Pakistan ,Shigella ,030212 general & internal medicine ,Mortality ,Mozambique ,Cause of death ,Bangladesh ,Coinfection ,business.industry ,lcsh:Public aspects of medicine ,Malnutrition ,Case-control study ,Infant ,lcsh:RA1-1270 ,General Medicine ,Odds ratio ,medicine.disease ,Kenya ,Death ,Case-Control Studies ,Child, Preschool ,Cohort ,Female ,Gambia ,business ,Cohort study - Abstract
Summary: Background: Host vulnerabilities associated with acute malnutrition could facilitate the ability of specific enteric pathogens to cause diarrhoea and associated mortality. Using data from the Global Enteric Multicenter Study, we assessed whether acute malnutrition modifies the association between common enteric pathogens and moderate-to-severe diarrhoea, and whether associations between enteric pathogens and death were modified by acute malnutrition. Methods: Children with moderate-to-severe diarrhoea and age-matched and community-matched controls were included in this post-hoc analysis if their mid-upper arm circumference had been measured and if they were older than 6 months of age. Acute malnutrition was defined as mid-upper arm circumference below 12·5 cm, capturing both severe acute malnutrition (
- Published
- 2020
36. Repurposing tebipenem pivoxil as alternative therapy for severe gastrointestinal infections caused by extensively-drug resistant (XDR) Shigella spp
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Jaime de Mercado, Ha Thanh Tuyen, Lluis Ballel, Saul Tzipori, Molly C. McCloskey, Samuel L.M. Arnold, Adolfo García-Perez, Phat Voong Vinh, Judd L. Walson, Benson Singa, Nhu Tran Do Hoang, Beatriz Urones, Stephen Baker, Alan Price, Patricia B Pavlinac, Denise Dayao, Alvaro Cortés, Elena Fernández Alvaro, Cristina de Cozar, Maria Santos Martinez-Martinez, and Shareef Shaheen
- Subjects
Alternative therapy ,business.industry ,medicine ,Shigella ,Drug resistance ,medicine.disease_cause ,business ,Gastrointestinal infections ,TEBIPENEM PIVOXIL ,Repurposing ,Microbiology - Abstract
Diarrhoea remains one of the leading causes of childhood mortality globally. Recent epidemiological studies conducted in low-middle income countries (LMICs) identified Shigella spp. as the first and second most predominant agent of dysentery and moderate diarrhoea, respectively. Antimicrobial therapy is often necessary for Shigella infections; however, we are reaching a crisis point with efficacious antimicrobials. The rapid emergence of resistance against existing antimicrobials in Shigella spp. poses a serious global health problem. Here, aiming to identify alternative antimicrobial chemicals with activity against multi-drug resistant (MDR) Shigella, we initiated a collaborative academia-industry drug discovery project, applying high throughput phenotypic screening across broad chemical diversity. We identified several suitable compounds with antibacterial activity against Shigella. These compounds included the oral carbapenem tebipenem, which was found to be highly potent against broadly susceptible Shigella and contemporary MDR variants. Additional in vitro screening demonstrated that tebipenem had activity against a wide range of other non-Shigella enteric bacteria. Cognisant of the risk for the development of resistance against monotherapy, we identified synergistic behaviour of two different drug combinations incorporating tebipenem. The orally bioavailable prodrug (tebipenem pivoxil) effectively cleared the gut of infecting organisms when administered in physiological doses to Shigella-infected mice and gnotobiotic piglets. Our data highlight the utility of broad compound screening for tackling the emerging antimicrobial resistance crisis and shows that tebipenem pivoxil (licenced for paediatric respiratory tract infections in Japan) could be repurposed as an effective treatment for severe diarrhoea caused by MDR Shigella and other enteric pathogens in LMICs.
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- 2021
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37. Prevalence and Correlates of Cryptosporidium Infections in Kenyan Children With Diarrhea and Their Primary Caregivers
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Wesley C. Van Voorhis, Christine J. McGrath, Judd L. Walson, Carol A. Gilchrist, Jaqueline M Naulikha, Benson Singa, Emily L Deichsel, Doreen Rwigi, Heidi K. Hillesland, and Patricia B Pavlinac
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Kenya ,Acute diarrhea ,medicine.medical_specialty ,Cryptosporidium infection ,animal diseases ,030231 tropical medicine ,diarrhea ,Cryptosporidium ,Major Articles ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,parasitic diseases ,medicine ,030212 general & internal medicine ,caregiver ,biology ,Transmission (medicine) ,business.industry ,transmission ,biology.organism_classification ,medicine.disease ,infant ,Additional research ,Diarrhea ,Infectious Diseases ,AcademicSubjects/MED00290 ,Oncology ,medicine.symptom ,business ,Clinical risk factor - Abstract
Background Cryptosporidium is a leading cause of diarrhea in Sub-Saharan Africa and is associated with substantial morbidity and mortality in young children. Methods We analyzed data from children aged 6–71 months presenting to 2 public hospitals in Western Kenya with acute diarrhea and their primary caregivers, including detection of Cryptosporidium by quantitative polymerase chain reaction (PCR) and immunoassay analysis in stool samples from both children and their caregivers. Associations between potential transmission sources and child/caregiver Cryptosporidium infection were evaluated using prevalence ratios (PRs). Secondary analyses evaluated host and clinical risk factors of child/caregiver Cryptosporidium infection. Results Among 243 child–caregiver pairs enrolled, 77 children (32%) and 57 caregivers (23%) had Cryptosporidium identified by either immunoassay or PCR. Twenty-six of the 243 child–caregiver pairs (11%) had concordant detection of Cryptosporidium. Cryptosporidium infection in children was associated with detection of Cryptosporidium in caregivers (adjusted PR [aPR], 1.8; 95% CI, 1.2 to 2.6; P = .002) and unprotected water source (aPR, 2.0; 95% CI, 1.3 to 3.2; P = .003). Risk factors for Cryptosporidium detection in caregivers included child Cryptosporidium infection (aPR, 2.0; 95% CI, 1.3 to 3.0; P = .002) as well as cow (aPR, 3.1; 95% CI, 1.4 to 7.0; P = .02) and other livestock ownership (aPR, 2.6; 95% CI, 1.1 to 6.3; P = .03) vs no livestock ownership. Recent diarrhea in caregivers and children was independently associated with child and caregiver Cryptosporidium infections, respectively. Conclusions Our results are consistent with the hypothesis that Cryptosporidium transmission can occur directly between child–caregiver dyads as well as through other pathways involving water and livestock. Additional research into caregivers as a source of childhood Cryptosporidium infection is warranted.
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- 2020
38. Mass azithromycin distribution reduces sub-Saharan childhood deaths
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Judd L. Walson and Patricia B Pavlinac
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Child mortality ,Sub saharan ,business.industry ,Macrophage activation syndrome ,Environmental health ,Pediatrics, Perinatology and Child Health ,MEDLINE ,medicine ,Distribution (pharmacology) ,medicine.disease ,Azithromycin ,business ,medicine.drug - Published
- 2018
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39. Examining the relationship between diarrhea and linear growth in Kenyan HIV-exposed, uninfected infants
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Patricia B Pavlinac, Judd L. Walson, Grace John-Stewart, Rose Bosire, Emily L Deichsel, Brandon L. Guthrie, Dorothy Mbori-Ngacha, Carey Farquhar, and Barbra A. Richardson
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Male ,RNA viruses ,Pediatrics ,Epidemiology ,Maternal Health ,Human immunodeficiency virus (HIV) ,HIV Infections ,medicine.disease_cause ,Pathology and Laboratory Medicine ,Severity of Illness Index ,Cohort Studies ,Families ,0302 clinical medicine ,Immunodeficiency Viruses ,Pregnancy ,Medicine and Health Sciences ,Public and Occupational Health ,030212 general & internal medicine ,Longitudinal Studies ,Children ,Multidisciplinary ,Vaccination and Immunization ,Diarrhea ,Breast Feeding ,Medical Microbiology ,Research Design ,Viral Pathogens ,Cohort ,Viruses ,Medicine ,Female ,medicine.symptom ,Pathogens ,Infants ,Research Article ,Adult ,Kenya ,medicine.medical_specialty ,Science ,Immunology ,Antiretroviral Therapy ,Gastroenterology and Hepatology ,Research and Analysis Methods ,Microbiology ,03 medical and health sciences ,Signs and Symptoms ,Antiviral Therapy ,030225 pediatrics ,Severity of illness ,Retroviruses ,medicine ,Humans ,Microbial Pathogens ,business.industry ,Lentivirus ,Organisms ,Infant ,Biology and Life Sciences ,HIV ,medicine.disease ,Confidence interval ,Health Care ,Age Groups ,Medical Risk Factors ,People and Places ,Women's Health ,Population Groupings ,Preventive Medicine ,Clinical Medicine ,Neonatology ,Health Statistics ,Morbidity ,Linear growth ,business - Abstract
BackgroundDiarrhea in infancy can compromise linear growth and this relationship is likely influenced by diarrhea severity, number of episodes, and the timing of those episodes. HIV exposed, uninfected infants (HEU) have higher risk of growth faltering, infectious morbidity and mortality than HIV-unexposed infants and may be representative of children particularly vulnerable to diarrhea-associated linear growth faltering.Methodology/principal findingsWe utilized data from a cohort of Kenyan HEU infants followed from birth to 12 months of age. Infant length and morbidity were ascertained at monthly study visits and sick visits. Longitudinal models estimated the association between diarrhea severity and length-for-age Z-score (LAZ) in the following month, at 12 months of age, and in 6-month intervals. The 372 enrolled infants experienced an average of 2.15 episodes (range: 0-8) of diarrhea and 0.54 episodes (0-4) of moderate-to-severe diarrhea (MSD) between birth and 12 months. Surviving infants had a mean LAZ of -0.97 (standard deviation: 1.2) at 12 months. MSD was significantly associated with an average loss of 0.14 (95% Confidence Interval [CI]: -0.24, -0.05, p = 0.003) in LAZ one month after the episode. Linear growth outcomes were not predicted by cumulative episodes of diarrhea, or timing of diarrhea during infancy.Conclusions/significanceDiarrhea severity influenced the relationship between diarrhea and subsequent linear growth. HEU infants with MSD may benefit from nutritional interventions following severe diarrhea to protect against linear growth faltering.
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- 2020
40. Determinants of linear growth faltering among children with moderate-to-severe diarrhea in the Global Enteric Multicenter Study
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Patricia B Pavlinac, Anita K. M. Zaidi, Marcia R. Weaver, M Jahangir Hossain, Abu Syed Golam Faruque, Rebecca L. Brander, Karen L. Kotloff, Pedro L. Alonso, Judd L. Walson, Dipika Sur, James P. Nataro, Samba O. Sow, Dilruba Nasrin, Grace John-Stewart, Robert F. Breiman, and Myron M. Levine
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Male ,Moderate to severe ,Pediatrics ,medicine.medical_specialty ,Asia ,Psychological intervention ,lcsh:Medicine ,Diarrhea sequelae ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,Nutritional deterioration ,Linear regression ,Prevalence ,medicine ,Humans ,Diarrheal diseases ,030212 general & internal medicine ,Wasting ,Growth Disorders ,2. Zero hunger ,Stunting ,business.industry ,Malnutrition ,lcsh:R ,Infant, Newborn ,Infant ,General Medicine ,Growth retardation ,medicine.disease ,Diarrhea ,Multicenter study ,Africa ,Diarrhea, Infantile ,Clinical prediction ,Female ,medicine.symptom ,Linear growth ,business ,Research Article - Abstract
BackgroundModerate-to-severe diarrhea (MSD) in the first 2 years of life can impair linear growth. We sought to determine risk factors for linear growth faltering and to build a clinical prediction tool to identify children most likely to experience growth faltering following an episode of MSD.MethodsUsing data from the Global Enteric Multicenter Study of children 0–23 months old presenting with MSD in Africa and Asia, we performed log-binomial regression to determine clinical and sociodemographic factors associated with severe linear growth faltering (loss of ≥ 0.5 length-for-agez-score [LAZ]). Linear regression was used to estimate associations with ΔLAZ. A clinical prediction tool was developed using backward elimination of potential variables, and Akaike Information Criterion to select the best fit model.ResultsOf the 5902 included children, mean age was 10 months and 43.2% were female. Over the 50–90-day follow-up period, 24.2% of children had severe linear growth faltering and the mean ΔLAZ over follow-up was − 0.17 (standard deviation [SD] 0.54). After adjustment for age, baseline LAZ, and site, several factors were associated with decline in LAZ: young age, acute malnutrition, hospitalization at presentation, non-dysenteric diarrhea, unimproved sanitation, lower wealth, fever, co-morbidity, or an IMCI danger sign. Compared to children 12–23 months old, those 0–6 months were more likely to experience severe linear growth faltering (adjusted prevalence ratio [aPR] 1.97 [95% CI 1.70, 2.28]), as were children 6–12 months of age (aPR 1.72 [95% CI 1.51, 1.95]). A prediction model that included age, wasting, stunting, presentation with fever, and presentation with an IMCI danger sign had an area under the ROC (AUC) of 0.67 (95% CI 0.64, 0.69). Risk scores ranged from 0 to 37, and a cut-off of 21 maximized sensitivity (60.7%) and specificity (63.5%).ConclusionYounger age, acute malnutrition, MSD severity, and sociodemographic factors were associated with short-term linear growth deterioration following MSD. Data routinely obtained at MSD may be useful to predict children at risk for growth deterioration who would benefit from interventions.
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- 2019
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41. Projected impact and cost-effectiveness of community-based versus targeted azithromycin administration strategies for reducing child mortality in sub-Saharan Africa
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Grace John-Stewart, Rebecca L. Brander, Marcia R. Weaver, Stephen E. Hawes, Patricia B Pavlinac, and Judd L. Walson
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Microbiology (medical) ,Community based ,Pediatrics ,medicine.medical_specialty ,Sub saharan ,Cost effectiveness ,business.industry ,030231 tropical medicine ,Azithromycin ,Child mortality ,03 medical and health sciences ,Major Articles and Commentaries ,0302 clinical medicine ,Infectious Diseases ,Antibiotic resistance ,medicine ,030212 general & internal medicine ,Adverse effect ,Mass drug administration ,business ,health care economics and organizations ,medicine.drug - Abstract
Background Trials of mass drug administration (MDA) of azithromycin (AZM) report reductions in child mortality in sub-Saharan Africa. AZM targeted to high-risk children may preserve benefit while minimizing antibiotic exposure. We modeled the cost-effectiveness of MDA to children 1–59 months of age, MDA to children 1–5 months of age, AZM administered at hospital discharge, and the combination of MDA and postdischarge AZM. Methods Cost-effectiveness was modeled from a payer perspective with a 1-year time horizon, and was presented as cost per disability-adjusted life-year (DALY) averted and death averted, with probabilistic sensitivity analyses. The model included parameters for macrolide resistance, adverse events, hospitalization, and mortality sourced from published data. Results Assuming a base-case 1.64% mortality risk among children 1–59 months old, 3.1% among children 1–5 months old, 4.4% mortality risk postdischarge, and 13.5% mortality reduction per trial data, MDA would avert ~267 000 deaths at a cost of $14.26/DALY averted (95% uncertainty interval [UI], 8.72–27.08). MDA to only children 1–5 months old would avert ~186 000 deaths at a cost of $4.89/DALY averted (95% UI, 2.88–11.42), and postdischarge AZM would avert ~45 000 deaths, at a cost of $2.84/DALY (95% UI, 1.71–5.57) averted. Cost-effectiveness decreased with presumed diminished efficacy due to macrolide resistance. Conclusions Targeting AZM to children at highest risk of death may be an antibiotic-sparing and highly cost-effective, or even cost-saving, strategy to reduce child mortality. However, targeted AZM averts fewer absolute deaths and may not reach all children who would benefit. Any AZM administration decision must consider implications for antibiotic resistance.
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- 2019
42. Birth size and early pneumonia predict linear growth among HIV‐exposed uninfected infants
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Elizabeth Maleche-Obimbo, Christine J. McGrath, Grace John-Stewart, Dorothy Mbori-Ngacha, Patricia B Pavlinac, Judd L. Walson, Emily L Deichsel, Barbra A. Richardson, Rose Bosire, and Carey Farquhar
- Subjects
Adult ,Pediatrics ,medicine.medical_specialty ,Human immunodeficiency virus (HIV) ,HIV Infections ,medicine.disease_cause ,Infant, Newborn, Diseases ,Cohort Studies ,Young Adult ,Child Development ,Pregnancy ,Residence Characteristics ,Poor linear growth ,medicine ,Birth Weight ,Humans ,Vulnerable population ,Pregnancy Complications, Infectious ,Toilet Facilities ,Growth Disorders ,Nutrition and Dietetics ,business.industry ,Infant, Newborn ,Public Health, Environmental and Occupational Health ,Obstetrics and Gynecology ,Pneumonia ,Original Articles ,medicine.disease ,Kenya ,Confidence interval ,Birth size ,Socioeconomic Factors ,Pediatrics, Perinatology and Child Health ,Female ,business ,Linear growth - Abstract
Stunting remains a global health priority, particularly in sub‐Saharan Africa. Identifying determinants of linear growth in HIV‐exposed uninfected (HEU) infants can inform interventions to prevent stunting in this vulnerable population. HIV‐infected mothers and their uninfected infants were followed monthly from pregnancy to 12‐month post‐partum in Nairobi, Kenya. Mixed‐effects models estimated the change in length‐for‐age z‐score (LAZ) from birth to 12 months by environmental, maternal, and infant characteristics. Multivariable models included factors univariately associated with LAZ. Among 372 HEU infants, mean LAZ decreased from −0.54 (95% confidence interval [CI] [−0.67, −0.41]) to −1.09 (95% CI [−1.23, −0.96]) between 0 and 12 months. Declines in LAZ were associated with crowding (≥2 persons per room; adjusted difference [AD] in 0–12 month change: −0.46; 95% CI [−0.87, −0.05]), use of a pit latrine versus a flush toilet (AD: −0.29; 95% CI [−0.57, −0.02]), and early infant pneumonia (AD: −1.14; 95% CI [−1.99, −0.29]). Infants with low birthweight (
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- 2019
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43. Mycobacterium tuberculosis bacteremia in adults and children: a systematic review and meta-analysis
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Patricia B Pavlinac, Grace John-Stewart, John A. Crump, Judd L. Walson, Erica M Lokken, and Barbra A. Richardson
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0301 basic medicine ,Pulmonary and Respiratory Medicine ,medicine.medical_specialty ,Tuberculosis ,biology ,business.industry ,030106 microbiology ,Confounding ,medicine.disease ,biology.organism_classification ,Mycobacterium tuberculosis ,03 medical and health sciences ,Infectious Diseases ,Tuberculosis diagnosis ,Meta-analysis ,Internal medicine ,Bacteremia ,Coinfection ,medicine ,Young adult ,business ,Intensive care medicine - Abstract
UNLABELLED SETTINGp: Among human immunodeficiency virus (HIV) infected adults living in tuberculosis (TB) endemic settings, Mycobacterium tuberculosis is a common cause of bloodstream infections. Although young children have an increased propensity for M. tuberculosis dissemination, M. tuberculosis bacteremia is infrequently described in children. OBJECTIVE To determine the prevalence of M. tuberculosis bacteremia in adult and pediatric patients and to examine sources of heterogeneity between estimates. DESIGN Systematic review and meta-analysis. RESULTS Of 1077 reviewed abstracts, 27 publications met the inclusion criteria, yielding 29 independent M. tuberculosis bacteremia prevalence estimates: 22 in adults, 6 in children, and 1 not stratified by age group. The random effects pooled M. tuberculosis bacteremia prevalence in adults was 13.5% (95%CI 10.8-16.2) and 0.4% (95%CI 0-0.9) in children (P for difference = 0.004). Restricting analyses to HIV-infected participants, pooled M. tuberculosis bacteremia prevalence from 21 adult studies was 15.5% (95%CI 12.5-18.5) and 0.8% (95%CI 0-1.8) in three pediatric studies (P = 0.001). Inclusion of pre-determined study-level confounders did not account for observed differences in M. tuberculosis bacteremia prevalence between age groups. CONCLUSION While M. tuberculosis bacteremia appears relatively common in adults, particularly those with HIV infection, bloodstream M. tuberculosis appears to be rare in children.
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- 2016
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44. Monocyte-to-Lymphocyte Ratio Is Associated With Tuberculosis Disease and Declines With Anti-TB Treatment in HIV-Infected Children
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Vincent Otieno, Patricia B Pavlinac, Irene N. Njuguna, Lisa M Cranmer, John Gatimu, Grace John-Stewart, Kristin M. Wall, Elizabeth Maleche-Obimbo, Rewa K Choudhary, Sylvia M LaCourse, Joshua E. Stern, and Dalton Wamalwa
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Male ,medicine.medical_specialty ,Tuberculosis ,Anti-HIV Agents ,Lymphocyte ,Antitubercular Agents ,HIV Infections ,030312 virology ,Monocytes ,Article ,03 medical and health sciences ,Interquartile range ,Internal medicine ,medicine ,Humans ,Pharmacology (medical) ,Longitudinal Studies ,Lymphocytes ,Child ,Tuberculosis, Pulmonary ,0303 health sciences ,Receiver operating characteristic ,AIDS-Related Opportunistic Infections ,business.industry ,Coinfection ,Monocyte ,Infant ,medicine.disease ,Kenya ,CD4 Lymphocyte Count ,Infectious Diseases ,medicine.anatomical_structure ,Child, Preschool ,Cohort ,Female ,business ,Tb treatment - Abstract
BACKGROUND The blood monocyte-to-lymphocyte ratio (MLR) is associated with active tuberculosis (TB) in adults but has not been evaluated as a TB diagnostic biomarker in HIV-infected children in whom respiratory sampling is difficult. SETTING In a cohort of HIV-infected hospitalized Kenyan children initiating antiretroviral therapy, absolute monocyte and lymphocyte counts were determined at enrollment and 4, 12, and 24 weeks thereafter. METHODS Children were classified as confirmed, unconfirmed, or unlikely pulmonary TB. Receiver operating characteristic curves of MLR cutoff values were generated to distinguish children with confirmed TB from those with unconfirmed and unlikely TB. General estimating equations were used to estimate change in the MLR over time by TB status. RESULTS Of 160 children with median age 23 months, 13 (8.1%) had confirmed TB and 67 (41.9%) had unconfirmed TB. The median MLR among children with confirmed TB {0.407 [interquartile range (IQR) 0.378-0.675]} was higher than the MLR in children with unconfirmed [0.207 (IQR 0.148-0.348), P < 0.01] or unlikely [0.212 (IQR 0.138-0.391), P = 0.01] TB. The MLR above 0.378 identified children with confirmed TB with 77% sensitivity, 78% specificity, 24% positive predictive value, and 97% negative predictive value. After TB treatment, the median MLR declined in children with confirmed TB and levels were similar to children with unlikely TB after 12 weeks. CONCLUSIONS The blood MLR distinguished HIV-infected children with confirmed TB from those with unlikely TB and declined with TB treatment. The MLR may be a useful diagnostic tool for TB in settings where respiratory-based microbiologic confirmation is inaccessible.
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- 2018
45. Mycobacterium tuberculosis Bacteremia Among Acutely Febrile Children in Western Kenya
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Frankline Onchiri, Judd L. Walson, Jaqueline M. Naulikha, Patricia B. Pavlinac, Albert O. Okumu, Ruth R. Sitati, Benson Singa, Erica M Lokken, Lisa M Cranmer, and Grace John-Stewart
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Male ,medicine.medical_specialty ,Tuberculosis ,Fever ,Bacteremia ,HIV Infections ,Mycobacterium tuberculosis ,Tuberculosis diagnosis ,Interquartile range ,Virology ,Internal medicine ,Prevalence ,Humans ,Medicine ,biology ,business.industry ,Infant ,Articles ,biology.organism_classification ,medicine.disease ,Kenya ,Malnutrition ,Infectious Diseases ,Child, Preschool ,Immunology ,Cohort ,Female ,Parasitology ,business ,Mycobacterium - Abstract
In children, Mycobacterium tuberculosis (M. tuberculosis) frequently disseminates systemically, presenting with nonspecific signs including fever. We determined prevalence of M. tuberculosis bacteremia among febrile children presenting to hospitals in Nyanza, Kenya (a region with high human immunodeficiency virus (HIV) and M. tuberculosis prevalence). Between March 2013 and February 2014, we enrolled children aged 6 months to 5 years presenting with fever (axillary temperature ≥ 37.5°C) and no recent antibiotic use. Blood samples were collected for bacterial and mycobacterial culture using standard methods. Among 148 children enrolled, median age was 3.1 years (interquartile range: 1.8–4.1 years); 10.3% of children were living with a household member diagnosed with M. tuberculosis in the last year. Seventeen percent of children were stunted (height-for-age z-score < −2), 18.6% wasted (weight-for-height z-score < −2), 2.7% were HIV-infected, and 14.2% were HIV-exposed uninfected. Seventeen children (11.5%) had one or more signs of tuberculosis (TB). All children had a Bacille Calmette-Guerin vaccination scar. Among 134 viable blood cultures, none (95% confidence interval: 0–2.7%) had Mycobacterium isolated. Despite exposure to household TB contacts, HIV exposure, and malnutrition, M. tuberculosis bacteremia was not detected in this pediatric febrile cohort, a finding consistent with other pediatric studies.
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- 2015
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46. Urine Tuberculosis Lipoarabinomannan Predicts Mortality in Hospitalized Human Immunodeficiency Virus-Infected Children
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Patricia B Pavlinac, Irene N. Njuguna, Joshua E. Stern, John Gatimu, Grace John-Stewart, Dalton Wamalwa, Sylvia M LaCourse, Lisa M Cranmer, Judd L. Walson, and Elizabeth Maleche-Obimbo
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Microbiology (medical) ,Lipopolysaccharides ,Pediatrics ,medicine.medical_specialty ,Tuberculosis ,Human immunodeficiency virus (HIV) ,HIV Infections ,Urine ,medicine.disease_cause ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,medicine ,Humans ,030212 general & internal medicine ,Respiratory system ,Child ,Lipoarabinomannan ,business.industry ,Hazard ratio ,Infant ,Mycobacterium tuberculosis ,medicine.disease ,bacterial infections and mycoses ,Confidence interval ,Clinical trial ,Hospitalization ,Infectious Diseases ,Child, Preschool ,lipids (amino acids, peptides, and proteins) ,Brief Reports ,business ,030217 neurology & neurosurgery - Abstract
Despite diagnostic performance limitations, urine lipoarabinomannan (LAM) predicts death in human immunodeficiency virus (HIV)–infected adults with tuberculosis. Pediatric data are limited. Among 137 hospitalized HIV-infected children, mortality was 4.9-fold higher among those with positive LAM (127 vs 31 per 100 person-years; adjusted hazard ratio, 4.92; 95% confidence interval [CI], 1.79–13.49; P = .002). Lipoarabinomannan identifies HIV-infected children at risk for death potentially missed by respiratory sampling. Clinical Trials Registration {"type":"clinical-trial","attrs":{"text":"NCT02063880","term_id":"NCT02063880"}}NCT02063880.
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- 2018
47. Stool Xpert MTB/RIF and urine lipoarabinomannan (LAM) for diagnosing tuberculosis in hospitalized HIV-infected children
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Cyrus Mugo, Sylvia M LaCourse, Dalton Wamalwa, Irene N. Njuguna, Judd L. Walson, Lisa M Cranmer, Julius Oyugi, Grace John-Stewart, Patricia B Pavlinac, John Gatimu, Elizabeth Maleche-Obimbo, and Joshua E. Stern
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0301 basic medicine ,Lipopolysaccharides ,Male ,medicine.medical_specialty ,Tuberculosis ,medicine.medical_treatment ,030106 microbiology ,Immunology ,HIV Infections ,Urine ,Urinalysis ,Sensitivity and Specificity ,Article ,03 medical and health sciences ,0302 clinical medicine ,Interquartile range ,Internal medicine ,medicine ,Immunology and Allergy ,Humans ,030212 general & internal medicine ,Child ,Tuberculosis, Pulmonary ,Randomized Controlled Trials as Topic ,Lipoarabinomannan ,business.industry ,Infant ,Immunosuppression ,medicine.disease ,Kenya ,Confidence interval ,Hospitalization ,Infectious Diseases ,Molecular Diagnostic Techniques ,Child, Preschool ,Sputum ,Female ,Sample collection ,medicine.symptom ,business - Abstract
Background Tuberculosis (TB) causes substantial morbidity and mortality in HIV-infected children. Sample collection and the paucibacillary nature of TB in children makes diagnosis challenging. Rapid diagnostic tools using easily obtained specimens are urgently needed. Methods Hospitalized, HIV-infected children aged 12 years or less enrolled in a randomized controlled trial (NCT02063880) comparing urgent to post-stabilization antiretroviral therapy initiation in Kenya underwent TB evaluation. At enrollment, sputum or gastric aspirates were collected for TB culture and Xpert, stool for Xpert, and urine for lipoarabinomannan (LAM). When possible, a second sputum/gastric aspirate for culture was obtained. Stool Xpert and urine LAM performance were compared to reference sputum/gastric aspirate culture. Results Among 165 HIV-infected children, median age was 24 months [interquartile range (IQR) 13-58], median CD4% was 14.3 (IQR 8.9-22.0%), and 114 (69.5%) had severe immunosuppression. Thirteen (7.9%) children had confirmed TB (positive culture and/or Xpert). Sputum/gastric aspirate Xpert, stool Xpert, and urine LAM sensitivities were 60% [95% confidence interval (CI) 26-88%], 63% (95% CI 25-92%), and 43% (95% CI 10-82%), respectively. Specificity was 98% (95% CI 94-100%) for sputum/gastric aspirate Xpert, 99% (95% CI 95-100%) for stool Xpert, and 91% (95% CI 84-95%) for urine LAM. Stool Xpert and urine LAM sensitivity increased among children with severe immunosuppression [80% (95% CI 28-100) and 60% (95% Cl 15-95%)]. Conclusion Stool Xpert had similar performance compared with sputum/gastric aspirate Xpert to detect TB. Urine LAM had lower sensitivity and specificity, but increased among children with severe immunosuppression. Stool Xpert and urine LAM can aid rapid detection of TB in HIV-infected children using easily accessible samples.
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- 2018
48. Antimicrobial resistance of Klebsiella pneumoniae stool isolates circulating in Kenya
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Elizabeth A. Odundo, Tomasz A. Leski, Chris R. Taitt, Nancy C. Kipkemoi, Janet N. Ndonye, Judd L. Walson, Gary J. Vora, Ronald Kirera, Daniel P. Erwin, Patricia B Pavlinac, Christine Hulseberg, and Abigael N. Ombogo
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0301 basic medicine ,Male ,Bacterial Diseases ,Microarray ,Klebsiella pneumoniae ,Microarrays ,lcsh:Medicine ,Artificial Gene Amplification and Extension ,Drug resistance ,Pathology and Laboratory Medicine ,Polymerase Chain Reaction ,law.invention ,Klebsiella Pneumoniae ,Feces ,0302 clinical medicine ,law ,Antibiotics ,Klebsiella ,Medicine and Health Sciences ,lcsh:Science ,Child ,Polymerase chain reaction ,Multidisciplinary ,biology ,Antimicrobials ,Drugs ,Middle Aged ,Antimicrobial ,3. Good health ,Anti-Bacterial Agents ,Bacterial Pathogens ,Infectious Diseases ,Bioassays and Physiological Analysis ,Tetracyclines ,Medical Microbiology ,Child, Preschool ,Female ,Anatomy ,Pathogens ,Research Article ,Adult ,Adolescent ,030231 tropical medicine ,030106 microbiology ,Research and Analysis Methods ,Microbiology ,03 medical and health sciences ,Young Adult ,Antibiotic resistance ,Microbial Control ,Drug Resistance, Bacterial ,Genetics ,Gene family ,Humans ,Point Mutation ,Molecular Biology Techniques ,Gene ,Molecular Biology ,Microbial Pathogens ,Pharmacology ,Bacteria ,lcsh:R ,Organisms ,Infant ,Biology and Life Sciences ,biology.organism_classification ,Virology ,Kenya ,Klebsiella Infections ,Gastrointestinal Tract ,Genes, Bacterial ,Mutation ,lcsh:Q ,Antimicrobial Resistance ,Digestive System - Abstract
We sought to determine the genetic and phenotypic antimicrobial resistance (AMR) profiles of commensal Klebsiella spp. circulating in Kenya by testing human stool isolates of 87 K. pneumoniae and three K. oxytoca collected at eight locations. Over one-third of the isolates were resistant to ≥3 categories of antimicrobials and were considered multidrug-resistant (MDR). We then compared the resistance phenotype to the presence/absence of 238 AMR genes determined by a broad-spectrum microarray and PCR. Forty-six genes/gene families were identified conferring resistance to β-lactams (ampC/blaDHA, blaCMY/LAT, blaLEN-1, blaOKP-A/OKP-B1, blaOXA-1-like family, blaOXY-1, blaSHV, blaTEM, blaCTX-M-1 and blaCTX-M-2 families), aminoglycosides (aac(3)-III, aac(6)-Ib, aad(A1/A2), aad(A4), aph(AI), aph3/str(A), aph6/str(B), and rmtB), macrolides (mac(A), mac(B), mph(A)/mph(K)), tetracyclines (tet(A), tet(B), tet(D), tet(G)), ansamycins (arr), phenicols (catA1/cat4, floR, cmlA, cmr), fluoroquinolones (qnrS), quaternary amines (qacEΔ1), streptothricin (sat2), sulfonamides (sul1, sul2, sul3), and diaminopyrimidines (dfrA1, dfrA5, dfrA7, dfrA8, dfrA12, dfrA13/21/22/23 family, dfrA14, dfrA15, dfrA16, dfrA17). This is the first profile of genes conferring resistance to multiple categories of antimicrobial agents in western and central Kenya. The large number and wide variety of resistance genes detected suggest the presence of significant selective pressure. The presence of five or more resistance determinants in almost two-thirds of the isolates points to the need for more effective, targeted public health policies and infection control/prevention measures.
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- 2017
49. High-risk enteric pathogens associated with HIV infection and HIV exposure in Kenyan children with acute diarrhoea
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Patricia B Pavlinac, Jaqueline M. Naulikha, Barbra A. Richardson, Donna M. Denno, Judd L. Walson, Grace John-Stewart, Benson Singa, Frankline Onchiri, and Elizabeth A. Odundo
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Diarrhea ,Male ,Kenya ,Adolescent ,Cross-sectional study ,HIV exposure ,Immunology ,Human immunodeficiency virus (HIV) ,HIV Infections ,Biology ,medicine.disease_cause ,Article ,Feces ,Enterobacteriaceae ,parasitic diseases ,Prevalence ,medicine ,Animals ,Humans ,Immunology and Allergy ,Parasites ,Intestinal Diseases, Parasitic ,Child ,Acute diarrhoea ,Extramural ,Infant ,virus diseases ,Cryptosporidium ,Bacterial Infections ,biology.organism_classification ,Cross-Sectional Studies ,Infectious Diseases ,Child, Preschool ,Female ,Hiv status - Abstract
HIV infection is an established risk for diarrhoeal severity, less is known about specific enteric pathogens associated with HIV status. We determined associations of selected enteric pathogens with HIV infection and HIV exposure among Kenyan children.A cross-sectional study among 6 months to 15 year olds presenting to two Western Kenya District hospitals with acute diarrhoea between 2011 and 2013.Stool was tested using standard bacterial culture and microscopy for ova and parasites. HIV status was obtained from children and mothers. Enteric pathogen prevalence was compared between HIV-infected and HIV-uninfected children and between HIV-exposed uninfected (HEU) and HIV-unexposed. Unadjusted and adjusted prevalence ratios for selected pathogens by HIV status were estimated using relative risk (RR) regression. Age, site, income, household crowding, water source/treatment, anthropometrics, cotrimoxazole use and breastfeeding history were accounted for in multivariable models.Among 1076 children, median age was 22 months (interquartile range: 11-42 months), 56 (5.2%) were HIV-infected and 105 (11.3%) of 926 HIV-uninfected children in whom maternal HIV status was obtained were HIV-exposed. The following organisms were most frequently isolated from stool: enteroaggregative Escherichia coli (13.3%), Giardia species (spp.) (11.1%), Campylobacter spp. (6.3%), enteropathogenic E. coli (EPEC) (6.1%) and Cryptosporidium spp. (3.7%). Accounting for age, HIV-infection was associated with typical EPEC infection (prevalence ratio 3.70, P = 0.002) while HIV-exposure was associated with Cryptosporidium among HIV-uninfected children (prevalence ratio 2.81, P = 0.005).EPEC and Cryptosporidium infections were more common in HIV-infected and HIV-exposed children, respectively. This could explain the increased mortality attributed to these pathogens in other studies. Interventions targeting EPEC and Cryptosporidium may reduce morbidity and mortality in high HIV-prevalence settings.
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- 2014
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50. Targeting enteric pathogens to improve childhood survival and growth
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Patricia B Pavlinac and Judd L. Walson
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Diarrhea ,business.industry ,030231 tropical medicine ,General Medicine ,Article ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Molecular Diagnostic Techniques ,Humans ,Medicine ,030212 general & internal medicine ,Pathology, Molecular ,Child ,business - Abstract
Summary Background Optimum management of childhood diarrhoea in low-resource settings has been hampered by insufficient data on aetiology, burden, and associated clinical characteristics. We used quantitative diagnostic methods to reassess and refine estimates of diarrhoea aetiology from the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development (MAL-ED) cohort study. Methods We re-analysed stool specimens from the multisite MAL-ED cohort study of children aged 0–2 years done at eight locations (Dhaka, Bangladesh; Vellore, India; Bhaktapur, Nepal; Naushero Feroze, Pakistan; Venda, South Africa; Haydom, Tanzania; Fortaleza, Brazil; and Loreto, Peru), which included active surveillance for diarrhoea and routine non-diarrhoeal stool collection. We used quantitative PCR to test for 29 enteropathogens, calculated population-level pathogen-specific attributable burdens, derived stringent quantitative cutoffs to identify aetiology for individual episodes, and created aetiology prediction scores using clinical characteristics. Findings We analysed 6625 diarrhoeal and 30 968 non-diarrhoeal surveillance stools from 1715 children. Overall, 64·9% of diarrhoea episodes (95% CI 62·6–71·2) could be attributed to an aetiology by quantitative PCR compared with 32·8% (30·8–38·7) using the original study microbiology. Viral diarrhoea (36·4% of overall incidence, 95% CI 33·6–39·5) was more common than bacterial (25·0%, 23·4–28·4) and parasitic diarrhoea (3·5%, 3·0–5·2). Ten pathogens accounted for 95·7% of attributable diarrhoea: Shigella (26·1 attributable episodes per 100 child-years, 95% CI 23·8–29·9), sapovirus (22·8, 18·9–27·5), rotavirus (20·7, 18·8–23·0), adenovirus 40/41 (19·0, 16·8–23·0), enterotoxigenic Escherichia coli (18·8, 16·5–23·8), norovirus (15·4, 13·5–20·1), astrovirus (15·0, 12·0–19·5), Campylobacter jejuni or C coli (12·1, 8·5–17·2), Cryptosporidium (5·8, 4·3–8·3), and typical enteropathogenic E coli (5·4, 2·8–9·3). 86·2% of the attributable incidence for Shigella was non-dysenteric. A prediction score for shigellosis was more accurate (sensitivity 50·4% [95% CI 46·7–54·1], specificity 84·0% [83·0–84·9]) than current guidelines, which recommend treatment only of bloody diarrhoea to cover Shigella (sensitivity 14·5% [95% CI 12·1–17·3], specificity 96·5% [96·0–97·0]). Interpretation Quantitative molecular diagnostics improved estimates of pathogen-specific burdens of childhood diarrhoea in the community setting. Viral causes predominated, including a substantial burden of sapovirus; however, Shigella had the highest overall burden with a high incidence in the second year of life. These data could improve the management of diarrhoea in these low-resource settings. Funding Bill & Melinda Gates Foundation.
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- 2018
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