369 results on '"Bayesian multivariate linear regression"'
Search Results
2. Simulated and self-reported driving among young adults with and without prenatal cocaine exposure
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Tim Brown, Linda C. Mayes, Michael J. Crowley, Barbara C. Banz, Kaigang Li, Federico E. Vaca, and Deepa R. Camenga
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Adult ,Male ,Automobile Driving ,medicine.medical_specialty ,Context (language use) ,Stop signal ,Audiology ,Article ,Cohort Studies ,Young Adult ,Cocaine ,Pregnancy ,Bayesian multivariate linear regression ,Reaction Time ,medicine ,Humans ,National Advanced Driving Simulator ,Young adult ,Working memory ,Accidents, Traffic ,Public Health, Environmental and Occupational Health ,Prenatal cocaine exposure ,Female ,Self Report ,Psychology ,Safety Research ,Neurocognitive - Abstract
Objective: This exploratory study aimed to examine associations between executive function and simulated and self-reported driving behavior among young adults with and without a history of prenatal cocaine exposure (PCE).Methods: Young adult drivers with PCE (n = 38) and with no drug exposure (NDE; n = 25) were recruited from an ongoing longitudinal birth cohort study assessing effects of PCE on development (Mean age = 23.7; 60.3% male; 61.9% with a valid U.S. driver's license, 38.1% report independent driving without a license). Participants completed executive function tasks (i.e., the Stop Signal Task and Groton Maze Learning Task) and self-reported driving measures (i.e., Checkpoints Risky Driving Scale (C-RDS)) outside the cab. Average stop signal reaction time(s) measured inhibitory control, number of exploratory errors measured visuo-spatial working memory, and the total C-RDS score measured self-reported risky driving. Participants completed a high-fidelity driving simulation scenario in a miniSim™ ½ cab National Advanced Driving Simulator (NADS) that yielded indicators of driving performance shown in previous research to correlate with inhibitory control (e.g., average speed, standard deviation lane position (SDLP)) and working memory (minimum headway time, lane departures). Multivariate linear regression models tested whether PCE status, licensure status and executive function measures were associated with simulated driving measures or C-RDS, controlling for sex.Results: Multivariate regression models demonstrated inhibitory control, working memory and PCE group status was not significantly associated with driving outcomes. Licensure was significantly associated with total lane departures (β = -0.66, SE = 0.19; p < 0.01) and C-RDS (β = 5.86, SE = 1.4; p ≤ 0.001).Conclusions: This exploratory study suggests that young adults with PCE have similar neurocognitive performance and driving behaviors as their non-drug exposed (NDE) peers. These findings add to the growing literature demonstrating that the effect of PCE on cognitive functions in childhood may not persist to young adulthood. Further research with similar groups of young drivers in a naturalistic driving context (i.e., instrumented vehicles) is needed to more definitively translate and confirm our findings.
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- 2021
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3. Variable screening in multivariate linear regression with high-dimensional covariates
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Jin Xu, Shiferaw B. Bizuayehu, and Lu Li
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Statistics and Probability ,Multivariate statistics ,Applied Mathematics ,Dimensionality reduction ,Feature selection ,Variable screening ,Computational Theory and Mathematics ,Dimension (vector space) ,Bayesian multivariate linear regression ,Statistics ,Covariate ,Statistics::Methodology ,Multiple correlation ,Statistics, Probability and Uncertainty ,Analysis ,Mathematics - Abstract
We propose two variable selection methods in multivariate linear regression with high-dimensional covariates. The first method uses a multiple correlation coefficient to fast reduce the dimension o...
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- 2021
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4. The Role of Clinical Activity, Loneliness, and Satisfaction with e-Health Services as Factors Affecting Quality of Life in Patients with Rheumatoid Arthritis During the SARS-CoV-2 Pandemic
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Wojciech Tański
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rheumatoid arthritis ,Weakness ,medicine.medical_specialty ,SARS-CoV-2 ,business.industry ,Loneliness ,Affect (psychology) ,Ankylosing Spondylitis Quality of Life ,Psychiatry and Mental health ,Quality of life ,Psychology Research and Behavior Management ,Statistical significance ,Bayesian multivariate linear regression ,loneliness ,Physical therapy ,e-health ,Medicine ,Outpatient clinic ,medicine.symptom ,business ,General Psychology ,Original Research - Abstract
Wojciech Tański Department of Internal Medicine, 4th Military Teaching Hospital, Wroclaw, PolandCorrespondence: Wojciech TańskiDepartment of Internal Medicine, 4th Military Teaching Hospital, Weigla 5, Wroclaw, 53-114, PolandEmail wtanski@op.plIntroduction: During the SARS-CoV-2 pandemic, most primary and specialist care outpatient clinics have started to offer their patients teleconsultation appointments as well as electronic prescriptions and referrals. For many patients, it was the only available way to access medical care.Purpose: The aim of the study was to assess the quality of life in rheumatoid arthritis (RA) patients and determine whether loneliness and satisfaction with telemedicine service can affect their perceived QoL during the SARS-CoV-2 pandemic.Material and Methods: One hundred and forty-three RA patients (mean age 45.83± 13.5 years) were included in the study. The De Jong-Gierveld Loneliness Scale (DJGLS), The Ankylosing Spondylitis Quality of Life Questionnaire (ASQoL) and the questionnaire of satisfaction with teleconsultations were used in the study. The following statistical tests were used in the study: Spearman correlation test, multivariate linear regression. A significance level of 0.05 was used in the analysis.Results: The patients presented a moderate level of loneliness (DJGLS; 31.1 points). The mean ASQoL score was 11.49± 4.64. The correlation analysis showed a significant positive relationship between the level of loneliness and QoL â the higher the level of loneliness, the poorer the QoL (rho=0.283; p=0.001). An analysis of the relationship between satisfaction with teleconsultations and perceived QoL showed a statistically significant negative relationship â the higher the level of satisfaction with teleconsultations, the better the QoL (b=â 0.166; p=0.047). The linear multivariate regression analysis showed that the loneliness (rho=0.1; p=0.01) was significant (p< 0.05) independent predictor of QoL.Conclusion: During the SARS-CoV-2 pandemic, RA patients experienced loneliness and their QoL was low. Teleconsultation visits proved to be unsatisfactory and negatively perceived by patients. Higher severity of RA symptoms (weakness, fatigue), being unemployed and loneliness during the blockade are independent determinants of reduced QoL in RA patients.Keywords: e-health, loneliness, SARS-CoV-2, rheumatoid arthritis
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- 2021
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5. Effects of metreleptin in patients with lipodystrophy with and without baseline concomitant medication use
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Elaine Cochran, Francesco Cremasco, Rebecca J. Brown, Kelly Adamski, Keziah Cook, Deepshekhar Gupta, Edward Tuttle, Eric Morris, and Emma Carr
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Blood Glucose ,Leptin ,medicine.medical_specialty ,Lipodystrophy ,business.industry ,Generalized lipodystrophy ,Partial Lipodystrophy ,Fasting ,General Medicine ,medicine.disease ,Clinical trial ,Metreleptin ,chemistry.chemical_compound ,chemistry ,Bayesian multivariate linear regression ,Concomitant ,Internal medicine ,medicine ,Humans ,In patient ,business - Abstract
To evaluate the effects of metreleptin in distinct subgroups of patients with generalized lipodystrophy (GL) and partial lipodystrophy (PL), using multivariate linear regression modeling to account for the role of patients' baseline usage of concomitant glucose and lipid-lowering medications and other covariates on their outcomes.AAs previously reported, improvement in HbA1c and fasting TG from baseline to 12 months on metreleptin were observed in the overall population (mean change -1.57 percentage points and median change -37.9%, respectively) and subgroups. For both HbA1c and TG, baseline levels were significant predictors of changes after metreleptin. After considering baseline characteristics such as disease type, age, sex, and baseline HbA1c, baseline insulin use was not found to be a significant predictor of HbA1c improvement following metreleptin initiation. Similar results were seen for TG levels, with the use of any lipid-lowering medications at baseline not found to be a significant predictor of reductions in fasting TG levels.Patients treated with metreleptin experienced statistically significant improvement in metabolic markers of glycemic and hypertriglyceridemic control-e.g. HbA1c and triglyceride levels-across various subgroups after controlling for baseline characteristics and concomitant medication usage.
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- 2021
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6. Improving Hospital’s Quality of Service in Vietnam: The Patient Satisfaction Evaluation in Multiple Health Facilities
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Tam Ngo Thi, Nhung Thach Phuong, Phuong Vu Hoang, Tuan Mac Dang, and Trang Nguyen Thi Huyen
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Service (business) ,medicine.medical_specialty ,business.industry ,media_common.quotation_subject ,Information technology ,General Medicine ,Patient satisfaction ,Transparency (graphic) ,Bayesian multivariate linear regression ,Family medicine ,Scale (social sciences) ,Medicine ,Quality (business) ,business ,Reliability (statistics) ,media_common - Abstract
We developed a patient satisfaction (PS) scale to measure PS and determined associated factors with PS in several hospitals in Vietnam. In this cross-sectional survey, study on 108 patients in three hospitals in Hanoi, Vietnam was conducted. A PS instrument covering four domains: 1) Transparency of information and procedure; 2) Facilities and equipment; 3) Attitude and capacities of health professionals, and 4) Outcomes of service was used. Multivariate linear regression was performed to detect factors associated with patient satisfaction scores. The internal consistency reliability was excellent at 0.9400. The highest percentage of people having complete satisfaction was 64.8% in the item "Doctors have good attitudes and communication with patients," while the lowest percentage was in "the level of satisfaction with the price of medical services of the hospital" (13.0%). Overall, 23.2% of patients rated complete satisfaction with health services. There were 54.6%, 44.4%, 40.7%, and 26.9% patients having satisfaction/complete satisfaction with Outcomes of service, Facilities and Equipment, Attitude and capacities of health professionals and Transparency of information and procedure, respectively. Patients who were outpatients, living in other provinces, using on-demand services, and unable to pay service fees had lower levels of satisfaction compared to others. To conclude, the satisfaction with health service in our sample was moderately low, particularly transparency in information and procedure. Improving the quality of administrative procedures and the application of information technology are priority issues in improving the quality of hospitals and assure equality in health care delivery among different patient groups.
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- 2021
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7. Correlations Between Working Memory Impairment and Neurometabolites of the Prefrontal Cortex in Drug-Naive Obsessive-Compulsive Disorder
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Hui Hui Huang, Yanbin Jia, Tingting He, Shunkai Lai, Yiliang Zhang, Ying Wang, Shiyi Shen, Yuchong Luo, Shenglin Wen, Shuming Zhong, Jihui Yue, and Aimin Luo
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prefrontal cortex ,medicine.medical_specialty ,Neuropsychiatric Disease and Treatment ,Working memory ,business.industry ,Neuropsychology ,Audiology ,proton magnetic resonance spectroscopy ,Positive correlation ,behavioral disciplines and activities ,working memory ,neurometabolites ,Drug-naïve ,Obsessive compulsive ,obsessive compulsive disorder ,Bayesian multivariate linear regression ,mental disorders ,medicine ,Memory span ,business ,Prefrontal cortex ,Original Research ,medicine.drug - Abstract
Jihui Yue,1,2,* Shuming Zhong,1,* Aimin Luo,3 Shunkai Lai,1 Tingting He,4 Yuchong Luo,2 Ying Wang,5 Yiliang Zhang,1 Shiyi Shen,4 Hui Huang,4 Shenglin Wen,2 Yanbin Jia1 1Department of Psychiatry, First Affiliated Hospital, Jinan University, Guangzhou, Guangdong Province, Peopleâs Republic of China; 2Department of Psychiatry, The Fifth Affiliated Hospital of Sun Yat-sen University, Zhuhai, Guangdong Province, Peopleâs Republic of China; 3Department of Psychology, Guangdong Sanjiu Brain Hospital, Guangzhou, Guangdong Province, Peopleâs Republic of China; 4School of Management, Jinan University, Guangzhou, Guangdong Province, Peopleâs Republic of China; 5Medical Imaging Center, First Affiliated Hospital, Jinan University, Guangzhou, Guangdong Province, Peopleâs Republic of China*These authors contributed equally to this workCorrespondence: Yanbin JiaDepartment of Psychiatry, First Affiliated Hospital, Jinan University, Guangzhou, Peopleâs Republic of ChinaTel +86 13392489168Fax +86 020-38688888Email Yanbinjia2006@163.comPurpose: This study aimed to investigate the mechanism of working memory (WM) impairment in drug-naive obsessive-compulsive disorder (OCD) by using neuropsychological tests and proton magnetic resonance spectroscopy (1H-MRS).Patients and Methods: A total of 55 patients with drug-naive OCD and 55 healthy controls (HCs) were recruited for this study. The working memory (WM) was evaluated using the digit span test (DST), visual space memory test (VSMT), and the 2-back task and stroop color word test (SCWT). The bilateral metabolite levels of the prefrontal cortex (PFC) were evaluated by 1H-MRS, then determined the ratios of N-acetyl aspartate (NAA), choline-containing compounds (Cho), and myo-inositol (MI) to creatine (Cr). The independent sample t-test was used to analyse the differences in WM performance and neurometabolite ratios. Multivariate linear regression analysis was performed to screen the influential factors of WM, with an introduction level of 0.05 and a rejection level of 0.10.Results: 1) Patients with OCD performed significantly worse on DST (score), VSMT (score), 2-back task (accuracy rate), SCWT (execution time) when compared with HCs. 2) NAA/Cr and Cho/Cr in the left PFC (lPFC) and MI/Cr ratios in the bilateral PFC of OCD patients were significantly lower when compared to HCs. 3) For OCD patients, the NAA/Cr ratio in the lPFC was negatively correlated with the score of DST (forwards), the Cho/Cr ratio in the lPFC was positively correlated with the accuracy rate of 2-back task, and the MI/Cr ratio in the right PFC (rPFC) was positively correlated with the score of DST (forwards) and the accuracy rate of VSMT. We also found that the compulsive symptoms showed a positive correlation with MI/Cr ratio of the rPFC.Conclusion: Drug-naive OCD patients have demonstrated WM impairments, including phonological loop, visual-spatial sketchpad and central executive system, and the WM impairments might be associated with hypometabolism in the PFC, especially the lPFC.Keywords: obsessive compulsive disorder, prefrontal cortex, working memory, neurometabolites, proton magnetic resonance spectroscopy
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- 2021
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8. Willingness to Receive Periodic Health Examination Based on the Health Belief Model Among the Elderly in Rural China: A Cross-Sectional Study
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Ai-Tian Yin, Ying Bian, and Zhuo Zhang
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Gerontology ,Cross-sectional study ,Medicine (miscellaneous) ,Sample (statistics) ,elderly ,03 medical and health sciences ,Social support ,0302 clinical medicine ,general practitioners ,Intervention (counseling) ,Bayesian multivariate linear regression ,050602 political science & public administration ,Medicine ,Health belief model ,030212 general & internal medicine ,Association (psychology) ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,Health communication ,Original Research ,periodic health examination ,extended health belief model ,business.industry ,Health Policy ,05 social sciences ,rural China ,0506 political science ,Patient Preference and Adherence ,behavioral intention ,business ,Social Sciences (miscellaneous) - Abstract
Zhuo Zhang,1 Ai-Tian Yin,2 Ying Bian1 1State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Taipa, Macau, People’s Republic of China; 2School of Health Care Management, Cheeloo College of Medicine, Shandong University, Jinan, People’s Republic of ChinaCorrespondence: Ying BianInstitute of Chinese Medical Sciences, University of Macau, Avenida da Universidade, Room 2055, N22 Building, Taipa, Macau SAR, People’s Republic of ChinaTel +853-66548926Email bianyingum@163.comPurpose: This study aimed to explore factors affecting behavioral intention of receiving periodic health examinations (hereafter, BIE) among people aged 60 and over in rural China, namely, Shandong Province, using the extended health belief model (EHBM).Patients and Methods: Participants were selected using stratified multi-stage random sampling. Three cities were selected based on economic level. Subsequently, three counties and three villages were selected from each sample city and county. Finally, 30 respondents were selected from each sample village. Face-to-face surveys were conducted using a structured questionnaire between March and September 2017. Multiple linear regression was conducted to investigate the association between BIE and eight dimensions of EHBM: perceived susceptibility, perceived severity, perceived benefits, perceived barriers, perceived self-efficacy, cues to action, health knowledge, and social support.Results: Of the 509 rural respondents aged 60 years and older, the average score of behavioral intention was 4.43± 0.80. Multivariate linear regression analysis demonstrated poor BIE among participants who were men, were current smoker, were current drinker, were aged 70 years or over, had lower social support, and perceived lower self-efficacy, less benefits, and more barriers. Among them, barriers were found to have the strongest association with BIE (B’=− 0.556; p< 0.001). Qualitative interviews revealed that reasons for not receiving periodic health examinations (PHE) included pain, cost, difficulty in finding a health care provider, time and scheduling, potential lack of trust in the physician, and value of the PHE.Conclusion: This study highlighted the importance of psychological variables in the acceptance of PHE among the elderly in rural China and provided insights for further intervention designs targeting identified groups and performed by general practitioners. Addressing medical mistrust, strengthening, and enhancing one’s social support network and health communication channels, such as bulletin boards, may serve to facilitate BIE.Keywords: extended health belief model, periodic health examination, general practitioners, behavioral intention, elderly, rural China
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- 2021
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9. Groupwise partial envelope model: efficient estimation in multivariate linear regression
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Zhiqiang Jiang, Zhensheng Huang, and Jing Zhang
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Statistics and Probability ,021103 operations research ,Group (mathematics) ,Dimensionality reduction ,0211 other engineering and technologies ,food and beverages ,02 engineering and technology ,01 natural sciences ,010104 statistics & probability ,Modeling and Simulation ,Grassmannian ,Bayesian multivariate linear regression ,Statistics ,Order (group theory) ,0101 mathematics ,Envelope (mathematics) ,Algorithm ,Mathematics - Abstract
In order to incorporate group information for different groups, we extend the partial envelopes (Su and Cook, Statistica Sinica 23:213–30, 2011) to the groupwise partial envelopes which can improve...
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- 2021
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10. How Do Changes in Oral Health and Chewing Efficiency Affect the Changes of Oral-Health-Related Quality of Life of Nursing-Home Residents in the Short Term?
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Anna-Luisa Klotz, Jana Kostunov, Andreas Zenthöfer, Samuel Kilian, Peter Rammelsberg, Melania Zajac, and Judith Ehret
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Male ,Gerontology ,Health Status ,Oral Health ,chewing-efficiency test ,Oral health ,Affect (psychology) ,03 medical and health sciences ,0302 clinical medicine ,Quality of life ,Bayesian multivariate linear regression ,medicine ,Homes for the Aged ,Humans ,Dementia ,030212 general & internal medicine ,Geriatric Assessment ,OHRQoL ,Aged ,Original Research ,Aged, 80 and over ,Mini–Mental State Examination ,medicine.diagnostic_test ,business.industry ,General Medicine ,medicine.disease ,Nursing Homes ,Test (assessment) ,nursing home ,Socioeconomic Factors ,Clinical Interventions in Aging ,Cohort ,Quality of Life ,Mastication ,Female ,Geriatrics and Gerontology ,business ,030217 neurology & neurosurgery - Abstract
Andreas Zenthöfer,1 Judith Ehret,1 Melania Zajac,1 Samuel Kilian,2 Jana Kostunov,1 Peter Rammelsberg,1 Anna-Luisa Klotz1 1University of Heidelberg, Dental School, Department of Prosthodontics, Heidelberg, 69120, Germany; 2University of Heidelberg, Institute of Medical Biometry and Informatics, Heidelberg, 69120, GermanyCorrespondence: Anna-Luisa KlotzUniversity of Heidelberg, Dental School, Department of Prosthodontics, INF 400, Heidelberg, 69120, GermanyTel +49 6221 56-8799Fax +49 6221 56-5371Email anna-luisa.klotz@med.uni-heidelberg.deObjective: To evaluate how changes in oral health and chewing efficiency affect the changes in oral-health-related quality of life (OHRQoL) of nursing-home residents over six months.Methods: The study was conducted in nine nursing homes. Sociodemographic and general data were collected for all eligible individuals (n = 150). Of these, 114 participants (mean age 82.0 [± 9.5] years, 77.2% women) were available for the following tests at baseline and six months later: a comprehensive examination of dental and general health, a two-colour mixing-ability test (to assess chewing efficiency), the Geriatric Oral Health Assessment Index (GOHAI; to evaluate the OHRQoL), and the Mini Mental State Examination (MMSE; to diagnose the presence and severity of dementia). Univariate and multivariate linear regression models were compiled to analyse possible factors affecting OHRQoL.Results: For the final analysis, 108 participants were available. For the study cohort as a whole, a decrease in the number of functional occluding pairs (C: 0.195; p = 0.034) and an increase in dental-treatment needs (C: − 1.968; p = 0.056) had the greatest negative effects on OHRQoL as expressed by the GOHAI score. For denture wearers, a deterioration of denture condition (C: − 2.946; p = 0.003) was the most important predictor for a decline in OHRQoL.Conclusion: A short-term decline in oral health and function affects the OHRQoL of nursing-home residents. The most important dental variables in this regard are the number of functional occluding pairs and dental and denture-related treatment needs.Keywords: chewing-efficiency test, nursing home, OHRQoL, oral health
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- 2021
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11. Predictors of change in depressive symptoms in older and multimorbid patients: a longitudinal analysis of the multicare cohort
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Truc Sophia Dinh, Karola Mergenthal, Ingmar Schäfer, Horst Bickel, Karl Wegscheider, Jochen Gensichen, Martin Scherer, Gerhard Schön, Felix Sebastian Wicke, Siegfried Weyerer, Hans-Helmut König, Steffi G. Riedel-Heller, Hendrik van den Bussche, and Angela Fuchs
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Male ,Longitudinal study ,medicine.medical_specialty ,Logistic regression ,Cohort Studies ,03 medical and health sciences ,Social support ,0302 clinical medicine ,Internal medicine ,Bayesian multivariate linear regression ,medicine ,Humans ,Longitudinal Studies ,Depression (differential diagnoses) ,Aged ,030214 geriatrics ,Depression ,business.industry ,Multimorbidity ,Social Support ,Psychiatry and Mental health ,Cohort ,Female ,Geriatric Depression Scale ,Geriatrics and Gerontology ,Pshychiatric Mental Health ,business ,Gerontology ,030217 neurology & neurosurgery ,Cohort study - Abstract
Background Depression in older adults is becoming an increasing concern. As depressive symptoms change over time, it is important to understand the determinants of change in depressive symptoms. The aim of our study is to use a longitudinal study design to explore the predictors of change, remission and incident depression in older patients with multimorbidity. Methods Data from the MultiCare cohort study were used. The cohort studied 3,189 multimorbid general practice patients aged 65-85. Data were collected during personal interviews. Depressive symptoms were assessed using the Geriatric Depression Scale (GDS-15). Predictors of change in depressive symptoms were determined using multivariate linear regression, while multivariate logistic regression was used to analyze predictors of remission and incident depression. Models included depressive symptoms at baseline and follow-up, socio-demographics and data on health status and social support. Results Overall, 2,746 participants with complete follow-up data were analyzed. Mean age was 74.2 years, 59.2% were female, and 11.3% were classified as depressed at baseline. Burden of multimorbidity and social support were statistically significant predictors in all regression analyses. Further predictors of change in depressive symptoms were: income, pain, nursing grade, self-rated health and self-efficacy. Limitations The sample size for prediction of remission limited statistical certainty. Assessment of depressive symptoms using GDS-15 differs from routine clinical diagnoses of depression. Conclusions Predictors of change in depressive symptoms in older multimorbid patients are similar to those predicting remission and incident depression, and do not seem to differ significantly from other older patient populations with depressive symptoms.
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- 2021
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12. Cost of Treating Maternal Complications and Associated Factors in Mekelle General Hospital, Northern Ethiopia
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Teamir Abadi and Anagaw Mebratie
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Total cost ,Context (language use) ,03 medical and health sciences ,0302 clinical medicine ,Mekelle ,Environmental health ,Bayesian multivariate linear regression ,Health care ,maternal complications ,030212 general & internal medicine ,Minimum wage ,health care economics and organizations ,Original Research ,Risk Management and Healthcare Policy ,Government ,treatment ,business.industry ,030503 health policy & services ,Health Policy ,Public Health, Environmental and Occupational Health ,direct and indirect costs ,Work (electrical) ,Public hospital ,Ethiopia ,Business ,0305 other medical science - Abstract
Teamir Abadi,1 Anagaw Derseh Mebratie2 1Health Bureau Health Care Financing Reform Case Team, Tigray Regional Health Bureau, Mekelle, Ethiopia; 2School of Public Health, Addis Ababa University, Addis Ababa, EthiopiaCorrespondence: Teamir AbadiTigray Regional Health Bureau, Mekelle, EthiopiaTel +251914423809Fax +251344408830Email teamirabadi2@gmail.comBackground: The government of Ethiopia introduced an exemption policy that guarantees free maternal healthcare services from public providers. This policy aims to ensure financial protection and enhance utilization of services especially for low-income people. However, patients in most cases incur health expenditure when seeking health care. This paper aims to assess direct and indirect medical costs of treating maternal complications and associated factors at a public hospital in Northern Ethiopia.Methods: An institution-based cross-sectional study design was carried on 267 mothers with complications. A multivariate linear regression model at 5% level of significance was used to analyze factors driving the outcome.Results: The median cost was more than seven times the monthly minimum wage, and this may cause severe financial consequences for the poor. Direct medical costs accounted for the major share (68%) of total cost, and this was mainly driven by lack of diagnostic services at public facilities and paying for private providers. Expenditure for treatment of maternal complications is positively associated with income, absence from work, travel time to the facility and being diagnosed at a private facility.Conclusion: The overall evidence in this study poses a concern about the context in which fee exemption reforms are being implemented.Keywords: maternal complications, treatment, direct and indirect costs, Mekelle, Ethiopia
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- 2021
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13. Serum Human Epididymal Protein 4 is Associated with Depressive Symptoms in Patients with Chronic Obstructive Pulmonary Disease
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Wei Wang and Yan Shu
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COPD ,medicine.medical_specialty ,Longitudinal study ,business.industry ,Proportional hazards model ,Incidence (epidemiology) ,Confounding ,Diastole ,chronic obstructive pulmonary disease depressive symptoms ,General Medicine ,International Journal of Chronic Obstructive Pulmonary Disease ,medicine.disease ,Bayesian multivariate linear regression ,Internal medicine ,medicine ,human epididymis protein 4 ,prognostic value ,business ,Depression (differential diagnoses) ,Original Research - Abstract
Yan Shu,1,2 Wei Wang2 1Health Management Center, The Second Affiliated Hospital of Nanchang University, Nanchang, 330006, People’s Republic of China; 2Department of Respiratory, The Second Affiliated Hospital of Nanchang University, Nanchang, Jiangxi 330006, People’s Republic of ChinaCorrespondence: Wei WangDepartment of Respiratory, The Second Affiliated Hospital of Nanchang University, Donghu District, Nanchang City, Jiangxi, People’s Republic of ChinaTel +86 15879853419Email 748146059@qq.comBackground: Previous studies have suggested that patients with chronic obstructive pulmonary disease (COPD) have a higher incidence of depression and an increased risk of developing various depression-related complications. We aimed to elucidate the association between the serum human epididymal protein 4 (HE4) level and depressive symptoms in patients with COPD.Methods: The data on 219 participants with COPD from The Irish Longitudinal Study on Ageing (TILDA) were analyzed for the association between serum HE4 levels and depressive symptoms, accounting for relevant confounding factors. All the COPD participants were prospectively followed up for a median period of 48 months. Cox proportional hazards analysis was used to evaluate the predictive value of serum HE4 for predicting depression events in these COPD patients.Results: Multivariate linear regression analysis revealed that serum HE4 was independently associated with the depression score after adjusting for age, sex, BMI, current smoking status, current drinking status, admission systolic and diastolic BP, CVD history and laboratory measurements in patients with COPD at baseline (Sβ= 0.149; 95% CI, 0.069– 0.201; P< 0.001). Multivariate Cox proportional hazards analysis revealed that serum HE4 (HR=2.216, 95% CI 1.691– 5.109, P< 0.001) was an independent prognostic factor for depression events in these COPD patients.Conclusion: Our results showed that serum HE4 is significantly and independently associated with depression events. Serum HE4 may enable the early recognition of depressive symptoms among COPD patients.Keywords: human epididymis protein 4, chronic obstructive pulmonary disease depressive symptoms, prognostic value
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- 2020
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14. Risk Factors and the Usual Source of Care on Non-Adherence to Antihypertensive Drugs in Immigrants with Hypertension
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Hee-Jin Kang, Suhyun Jang, Sunmee Jang, Hyemin Cho, Cinoo Kang, and Sohyun Jeong
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business.industry ,Health Policy ,media_common.quotation_subject ,05 social sciences ,Immigration ,Medicine (miscellaneous) ,Odds ratio ,Logistic regression ,Non adherence ,Confidence interval ,0506 political science ,03 medical and health sciences ,0302 clinical medicine ,Bayesian multivariate linear regression ,Health care ,050602 political science & public administration ,Medicine ,030212 general & internal medicine ,Medical prescription ,business ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,Social Sciences (miscellaneous) ,media_common ,Demography - Abstract
Background Immigrants are vulnerable to suboptimal health care utilization including non-adherence of medication use. Thus, we aimed to identify the potential risk factors of non-adherence and evaluate whether utilizing a usual source of care was associated with medication adherence in immigrants. Methods We utilized the Korea National Health Insurance Claims Database between 2012 and 2015. Cases were immigrants who had antihypertensive prescriptions at the time of hypertension diagnosis in 2012. Controls were native-born Koreans with hypertension who were 1:1 matched to immigrants by age, sex, and Charlson comorbidity index. We used the medication possession ratio for three years to assess the adherence to antihypertensive drugs. The likelihood of non-adherence was evaluated between cases and controls by multivariate linear regression models stratified by age, sex, and number of clinic visits. We assessed the potential risk factors of non-adherence in immigrants by multivariate linear regression and logistic regression models, respectively. Results In total, 4114 immigrants and 4114 matched native-born Koreans with hypertension were included. The mean MPR was significantly lower in immigrants (56% vs 70%, p
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- 2020
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15. Visceral Fat Area, Not Subcutaneous Fat Area, is Associated with Cardiac Hemodynamics in Type 2 Diabetes
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Ke Chen, Li Zhao, Yue Qiu, Xia Deng, Panpan Zhang, Zhicong Zhao, Xunan Wu, Weiping Wei, Guoyue Yuan, Yujing Sha, Dong Wang, and Ling Yang
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Pharmacology ,medicine.medical_specialty ,Ejection fraction ,business.industry ,Diastole ,Type 2 Diabetes Mellitus ,Hemodynamics ,030209 endocrinology & metabolism ,Cardiac hemodynamics ,Type 2 diabetes ,030204 cardiovascular system & hematology ,medicine.disease ,03 medical and health sciences ,0302 clinical medicine ,Bayesian multivariate linear regression ,Internal medicine ,Internal Medicine ,Cardiology ,Medicine ,business ,Bioelectrical impedance analysis - Abstract
Background This study was conducted in patients with type 2 diabetes mellitus (T2DM) to assess the association between visceral fat area (VFA) and cardiac hemodynamics. Methods A total of 568 patients with type 2 diabetes (mean age 54±12 years; 40.8% of women) were enrolled. Visceral fat area (VFA, m2) and subcutaneous fat area (SFA, m2) were evaluated by a bioelectrical impedance analyzer. Cardiac hemodynamics were measured by echocardiography, and other clinical and laboratory variables were also assessed and recorded. Patients were divided into those with VFA ≤ 100 (n=369) and those with VFA > 100 (n=199). Results VFA, SFA, LVMI (left ventricular mass index), left atrial diameter, left ventricular diastolic diameter (LvDd), interventricular septal thickness (IVST), left ventricular systolic diameter (LvSd), and posterior wall thickness (PWT) levels in high-V groups were significantly higher than those in low-V groups. Correlation analysis showed that VFA was positively correlated with LVMI (r=0.120, p=0.004), LVM (r=0.249, p
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16. Prevalence and associated factors of inter-arm blood pressure difference in Chinese community hypertensive population
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Songtao Tang, Kenneth Lo, Lin Liu, Yingqing Feng, and Yu-Ling Yu
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Male ,China ,medicine.medical_specialty ,Population ,Prevalence ,Diastole ,Renal function ,Blood Pressure ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Bayesian multivariate linear regression ,Linear regression ,Chinese community ,Humans ,Medicine ,Correlation of Data ,education ,Triglycerides ,Analysis of Variance ,education.field_of_study ,business.industry ,Blood Pressure Determination ,Cholesterol, LDL ,General Medicine ,Middle Aged ,Cross-Sectional Studies ,Blood pressure ,Hypertension ,Arm ,Cardiology ,Female ,business ,Glomerular Filtration Rate - Abstract
OBJECTIVES This study aimed to investigate the prevalence and associated factors of inter-arm blood pressure difference (IAD) in Chinese community hypertensive population. METHODS The cross-sectional study included 7788 hypertensive patients (3673 male and 4115 female, aged 62.3 ± 13.6 years) in Guangdong, China. IAD was defined as the absolute value of blood pressure (BP) difference between left and right arms. Bilateral BP was measured simultaneously by automated devices. RESULTS The mean IAD was 4.04 ± 4.33 mm Hg in systolic and 3.19 ± 3.43 mm Hg in diastolic. The prevalence rates of systolic IAD (sIAD)≥5 mm Hg and ≥10 mmHg were 28.9% (n = 2247) and 12.8% (n = 996), respectively. By univariate linear regression, higher sIAD correlated with aging, higher SBP, higher DBP, lower baseline estimated glomerular filtration rate (eGFR), and anti-hypertensive medication (p
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- 2020
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17. Factors Associated with the Change in Carotid Maximum Intima-Media Thickness in Patients with Moderate-to-Advanced Stage Chronic Kidney Disease
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Yuko Mutsuyoshi, Haruhisa Miyazawa, Hiroki Ishii, Keiji Hirai, Momoko Matsuyama, Kiyonori Ito, Taisuke Kitano, Junki Morino, Yuichiro Ueda, Katsunori Yanai, Saori Minato, Yoshiyuki Morishita, Shohei Kaneko, Susumu Ookawara, and Akinori Aomatsu
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Pharmacology ,medicine.medical_specialty ,Triglyceride ,business.industry ,Surrogate endpoint ,medicine.disease ,chemistry.chemical_compound ,chemistry ,Intima-media thickness ,Bayesian multivariate linear regression ,Internal medicine ,cardiovascular system ,Internal Medicine ,Cardiology ,Medicine ,In patient ,cardiovascular diseases ,Stage (cooking) ,business ,Kidney disease ,Lipoprotein - Abstract
Purpose The objective of this study was to determine factors associated with the change in carotid maximum intima-media thickness (IMT), an established surrogate marker of atherosclerosis, in moderate-to-advanced stage chronic kidney disease (CKD) patients. Methods In total, 130 moderate-to-advanced stage CKD patients (mean age: 67.6 ± 11.0 years old; 91 men and 39 women) were included in this retrospective, single-center, observational study. Relationships between the change in carotid maximum IMT and clinical and laboratory data were analyzed by using multivariate linear regression analyses. Results Mean observation period was 2.9 ± 1.6 years. Mean carotid maximum IMT at baseline was 2.2 ± 1.0 mm, and the annual change in carotid maximum IMT was 0.06 ± 0.22 mm/year. Low-density lipoprotein (LDL)-cholesterol (β = 0.173, p < 0.05) and annual change in triglyceride (β = 0.175, p < 0.05) independently correlated with the annual change in carotid maximum IMT. Conclusion Increases in LDL-cholesterol and triglyceride were associated with the rate of progression of carotid maximum IMT in moderate-to-advanced stage CKD patients.
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- 2020
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18. Ocular Biometry and Their Correlations with Ocular and Anthropometric Measurements Among Ethiopian Adults
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Girum W Gessesse, Asrat Sime Debela, and Dereje Hayilu Anbesse
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medicine.medical_specialty ,Multivariable linear regression ,business.industry ,Glaucoma ,Anthropometry ,medicine.disease ,Age and sex ,Positive correlation ,Ophthalmology ,Lens thickness ,Bayesian multivariate linear regression ,medicine ,business ,Dioptre - Abstract
Purpose To determine the average values of ocular biometry dimensions and investigate their inter-correlations and their association with anthropometric measurements among Ethiopian adults with healthy eyes. Methods A cross-sectional study was undertaken from June 2018 to July 2019. A total of 400 eyes of 200 subjects were included in the study. Univariable and multivariable linear regression were used to determine the association of demographic variables (age and sex) and anthropometric parameters (height, weight and BMI) with ocular biometric indices. Results The mean age was 40.31±11.39 with a range from 18 to 69 years. The mean (SD) of horizontal corneal diameter, average corneal refractive power, anterior chamber depth (ACD), lens thickness (LT) and axial length (AL) were 11.45 (0.89) mm, 43.94 (9.78) diopter, 2.91 (0.43) mm, 4.29 (0.55) mm and 22.96 (0.82) mm, respectively. Age had a negative correlation with ACD (r= -0.196, p=
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- 2020
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19. Predictors of Prolonged Laparoscopic Radical Prostatectomy and the Creation of a Scoring System for the Duration
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Shao-Hao Chen, Zhi-Bin Ke, Dong-Ning Chen, Yong Wei, Xiang Yu, Yu-Peng Wu, Qing-Shui Zheng, Xue-Yi Xue, Yu Chen, and Ning Xu
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0301 basic medicine ,medicine.medical_specialty ,Multivariate analysis ,Laparoscopic radical prostatectomy ,business.industry ,medicine.medical_treatment ,Area under the curve ,Urology ,Perioperative ,Neurovascular bundle ,medicine.disease ,Confidence interval ,03 medical and health sciences ,Prostate cancer ,030104 developmental biology ,0302 clinical medicine ,Oncology ,030220 oncology & carcinogenesis ,Bayesian multivariate linear regression ,medicine ,business - Abstract
Purpose To identify the relevant factors, and create and validate a predictive scoring system for the duration of laparoscopic radical prostatectomy (LRP). Patients and methods We retrospectively analyzed clinicopathological data from 436 patients who underwent LRP between January 2014 and January 2019, of whom 304 cases were used as a model creation group and 132 were used as a validation group. Uni/multivariate linear regression analysis was performed to determine the predictors of the duration of the procedure and a novel scoring system was created using these predictors. External validation of the scoring system was performed. The Hosmer-Lemeshow test was used to determine the goodness-of-fit of the model and calibration plots were created for visual assessment. Results "Prolonged duration" was defined as a duration of the procedure that was longer than the mean (>150 min) duration. Multivariate analysis showed that body mass index (BMI), prostate volume, intravesicular protrusion of the prostate (IPP), the ratio of the cross-sectional areas of the prostate and the Retzius space (P/R), pelvic lymph node dissection, and neurovascular bundle (NVB) preservation were significant predictors of prolonged duration. A scoring system that included these six parameters was created and the area under the curve achieved during receiver operating characteristic analysis using this scoring system was 0.874 (95% confidence interval [CI]: 0.836-0.913). The Hosmer-Lemeshow test showed that the scoring system was well calibrated (X2=5.339, P=0.376). The external validation showed that the model had high predictive accuracy (AUC=0.835, 95% CI: 0.764-0.906) and goodness-of-fit (X2=4.401, P=0.493). Conclusion The following factors were significantly associated with prolonged duration of laparoscopic radical prostatectomy: BMI, prostate volume, IPP, P/R, pelvic lymph node dissection, and NVB preservation. The novel scoring system created can be used to accurately predict the duration of the procedure, assess the difficulty of surgery, and improve perioperative efficiency.
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- 2020
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20. Construction of Nomograms for Predicting Pathological Complete Response and Tumor Shrinkage Size in Breast Cancer
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Bifa Zhu, Xiaoyan Wu, Shuai Yan, Wenjie Wang, Weiyang Tao, and Xixi Pan
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0301 basic medicine ,Oncology ,medicine.medical_specialty ,Chemotherapy ,Receiver operating characteristic ,business.industry ,medicine.medical_treatment ,Nomogram ,Logistic regression ,medicine.disease ,03 medical and health sciences ,030104 developmental biology ,0302 clinical medicine ,Breast cancer ,030220 oncology & carcinogenesis ,Internal medicine ,Bayesian multivariate linear regression ,Cohort ,medicine ,business ,Pathological - Abstract
Purpose Pathological complete response (pCR) is the goal of neoadjuvant chemotherapy (NAC) for the HER2-positive and triple-negative subtypes of breast cancer and is related to survival benefit; however, luminal breast cancer is not sensitive to NAC, and the size of tumor shrinkage is a more meaningful clinical indicator for the luminal breast cancer subtype. We wanted to use a nomogram or formula to develop and implement a series of prediction models for pCR or tumor shrinkage size. Patients and methods We developed a prediction model in a primary cohort consisting of 498 patients with invasive breast cancer, and the data were gathered from July 2016 to September 2018. The endpoint was pCR and tumor shrinkage size. In the primary cohort, the HER2-positive cohort, and the triple-negative cohort, multivariate logistic regression analysis was used to screen the significant clinical features and clinicopathological features to develop nomograms. In the luminal group, multivariate linear regression analysis was used to test the risk factors that affect tumor shrinkage size. The area under the receiver operating characteristic curve (AUC) and calibration curves were adopted to evaluate and analyze the discrimination and calibration ability of nomograms. Furthermore, we also performed internal validation and independent validation in the primary cohort. Results ER status, KI67 status, HER2 status, number of NAC cycles, and tumor size were independent predictive factors of pCR in the primary cohort. These indicators had good discrimination and calibration in the primary and validation cohorts (AUC: 0.873, 0.820). The nomogram for HER2-positive and triple-negative breast cancer (TNBC) had an AUC of 0.820 and 0.785, respectively. Both the HER2 positive and TNBC nomogram calibration curves indicated significant agreement. Moreover, the luminal subtype prediction model was Y (tumor shrinkage size) = -0.576 × (age at diagnosis) + 2.158 × (number of NAC cycles) + 0.233 × (pre-NAC tumor size) + 51.662. Conclusion Utilizing this predictive model will enable us to identify patients at high probability for pCR after NAC. Clinicians can stratify these patients and make individualized and personalized recommendations for therapy.
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21. Predictors of Adherence to Self-Care Behavior Among Patients with Diabetes at Public Hospitals in West Ethiopia
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Getu Mosisa, Reta Tsegaye, Adugna Oluma, Muktar Abadiga, Ashenafi Habte, and Eba Abdissa
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Pharmacology ,Longitudinal study ,Multivariate statistics ,medicine.diagnostic_test ,business.industry ,Behavior change ,Dietary management ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,medicine.disease ,03 medical and health sciences ,0302 clinical medicine ,Statistical significance ,Bayesian multivariate linear regression ,Diabetes mellitus ,Internal Medicine ,medicine ,Glucose test ,business ,Demography - Abstract
Background Diabetes is a typical chronic disease that needs integrated and multifaceted approaches. Self-care practices are fundamental to achieve good blood glucose control and prevent long-term complications. Therefore, the aim of the study was to determine the level and predictors of adherence to self-care behavior among patients with diabetes on follow-up at public hospitals of western Ethiopia. Patients and Methods The cross-sectional study design was employed on a sample of 423 diabetic patients on follow-up at public hospitals of western Ethiopia. A systematic random sampling method was employed. The data were entered into Epi data version 3.1 and exported into Statistical Package for the Social Sciences window version 24 for analysis. All variables significant at p-value
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- 2020
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22. Depression and Perceived Stress, but Not Anxiety, are Associated with Elevated Inflammation in an Obese Adult Population
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Chenfang Miao, Bin Zou, and Jiliang Chen
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medicine.medical_specialty ,education.field_of_study ,Multivariate analysis ,business.industry ,030503 health policy & services ,Health Policy ,Population ,Public Health, Environmental and Occupational Health ,Inflammation ,medicine.disease ,Obesity ,03 medical and health sciences ,0302 clinical medicine ,Bayesian multivariate linear regression ,Internal medicine ,Stress (linguistics) ,medicine ,Anxiety ,030212 general & internal medicine ,medicine.symptom ,0305 other medical science ,education ,business ,Depression (differential diagnoses) - Abstract
Background Anxiety, depression and perceived stress are risk factors for adverse health problems. Inflammation participates in the development of chronic diseases such as psychiatric disorders. This study explored the relationships between inflammatory biomarkers and depression, anxiety and perceived stress in an obese adult population. Methods The relationships between psychological scores and inflammatory markers were analyzed. Results A higher BMI was not correlated with a higher anxiety score (P=0.152); however, BMI was positively associated with a higher depression score (P
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- 2020
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23. The association of HIV status with rural-urban differences in wealth in Malawi: 2004–2015/16
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Kaboni Whitney Gondwe, Heather L. Prigmore, Emmanuel M. Ngui, Anne Dressel, Lucy Mkandawire-Valhmu, Rebekah J. Walker, Peninnah M. Kako, and Leonard E. Egede
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Male ,Rural Population ,Malawi ,Health (social science) ,Social Psychology ,Human immunodeficiency virus (HIV) ,HIV Infections ,Bivariate analysis ,medicine.disease_cause ,03 medical and health sciences ,0302 clinical medicine ,Bayesian multivariate linear regression ,medicine ,Humans ,Pooled data ,030212 general & internal medicine ,Child ,Association (psychology) ,Socioeconomic status ,Retrospective Studies ,030505 public health ,business.industry ,Public Health, Environmental and Occupational Health ,virus diseases ,Wealth index ,Cross-Sectional Studies ,Socioeconomic Factors ,Female ,Hiv status ,0305 other medical science ,business ,Demography - Abstract
This retrospective cross-sectional study examined the association of HIV status with wealth in Malawi using the 2004, 2010, and 2015/16 Malawi Demographic and Health Survey (MDHS) data. A harmonized wealth index was generated using factor analysis of the pooled data. Bivariate and multivariate linear regression models were estimated to examine the association of HIV status with wealth stratified by urban and rural communities in Malawi. The sample consisted of 33,484 individuals(3,419 were HIV positive and 30,065 HIV-negative). While only 52% of the participants were female, women constituted 61% of those who were HIV positive. Findings showed a positive association between HIV status and wealth in rural but not in urban locations. In rural locations, HIV status was significantly associated with increased wealth (β=0.11; 0.07, 0.15), whereas having more children in the household (β=-0.02; -0.03, -0.02) and being employed (β=-0.07; -0.09, -0.04) were associated with decreased wealth. Given our findings of increased HIV prevalence among those with a higher wealth index in rural Malawi, broadening HIV-prevention efforts to include programs that target the wealthy in Malawi might help mitigate new HIV infections. To effectively address HIV in Malawi, HIV programming policies must target women and men at all socioeconomic status levels.
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24. Areas of Potential Improvement for Hospitals’ Patient-Safety Culture in Western Ethiopia
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Feyera Gebissa Kebene, Mirkuzie Woldie, and Melkamu Garuma
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Pharmacology ,Data collection ,business.industry ,030503 health policy & services ,Health Policy ,Hospital unit ,Simple random sample ,030226 pharmacology & pharmacy ,03 medical and health sciences ,Patient safety ,0302 clinical medicine ,Bayesian multivariate linear regression ,Tailored interventions ,Public hospital ,Medicine ,0305 other medical science ,business ,Demography - Abstract
Background Patient-safety culture is an important component of health-care quality and currentlyan issue of high concern globally. In Ethiopia, little is known about patient-safety culture in hospitals. We assessed the patient-safety culture and associated factors among health-care workers in public hospitals of East Wollega Zone, western Ethiopia. Methods This institution-based cross-sectional study was conducted among 421 health-care workers selected using simple random sampling from March 4 to March 29, 2019. A standardized measuring 12 patient safety-culture components was used for data collection. Data were cleaned and entered into EpiData version 3.1 and analysis done using SPSS version 25 (IBM). Bivariate and multivariate linear regression analyses were performed. Significance was set at 95% CI and p
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25. Predictive Performance of Pender’s Health Promotion Model for Hypertension Control in Iranian Patients
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Fatemeh Gorbani, Abdolreza Shaghaghi, Hassan Mahmoodi, and Parvin Sarbakhsh
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medicine.medical_specialty ,Hypertension control ,business.industry ,Endocrinology, Diabetes and Metabolism ,Public Health, Environmental and Occupational Health ,Hematology ,General Medicine ,Interpersonal communication ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Health promotion ,North west ,Sample size determination ,Family medicine ,Bayesian multivariate linear regression ,medicine ,Pharmacology (medical) ,Pearson Correlation Test ,In patient ,030212 general & internal medicine ,Cardiology and Cardiovascular Medicine ,business - Abstract
Objective The main aim of this study was to investigate predictive factors of adherence to the hypertension control therapeutic and lifestyle recommendations in a sample of Iranian patients based on the constructs of Pender's health promotion model. Patients and methods The cross-sectional study was performed on the 380 hypertensive patients who were referred to the health centers, the emergency and internal diseases departments of the Bagheralolom Hospital, and the cardiologists' offices in the city of Ahar, North West of Iran. Data were collected using a researcher designed questionnaire based on the Pender's health promotion model. The Pearson correlation test, multivariate linear regression, and independent t-test were used for data analysis. Results Mean age of the recruited patients was 52.94 (SD=12.8). Perceived benefits, perceived barriers, situational influences, and interpersonal influences (adjusted R2= 0.525) explained 52.5% of the observed variation in adherence to hypertension control recommendations. Conclusion Successful hypertension control in patients with chronic morbidity need to be based on sound data about major determinants of the relevant health/illness behaviors. The study findings revealed that the Pender's health promotion model could be applicable as a theoretical framework to identify major determinants of adherence to hypertension control recommendations. Future cross-cultural validation of the study findings in more representative and larger sample sizes could add to the legitimacy of the evidence surrounding self-care practices in hypertensive patients.
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26. Prediction of Spirometric Indices Using Forced Oscillometric Indices in Patients with Asthma, COPD, and Interstitial Lung Disease
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Minoru Matsubara, Hitoshi Katayama, Takahide Kato, Naohiko Hamaguchi, Seigo Miyoshi, and Osamu Yamaguchi
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Spirometry ,Vital capacity ,COPD ,medicine.medical_specialty ,medicine.diagnostic_test ,business.industry ,Interstitial lung disease ,General Medicine ,respiratory system ,medicine.disease ,Regression ,respiratory tract diseases ,03 medical and health sciences ,FEV1/FVC ratio ,0302 clinical medicine ,030228 respiratory system ,Bayesian multivariate linear regression ,Internal medicine ,medicine ,Cardiology ,030212 general & internal medicine ,business ,Asthma - Abstract
Background and Objective Spirometry is sometimes difficult to perform in elderly patients and patients with cognitive impairment. Forced oscillometry (FOT) is a simple, noninvasive technique used for measuring respiratory impedance. The aim of this study was to develop regression equations to estimate vital capacity (VC), forced vital capacity (FVC), and forced expiratory volume in 1 s (FEV1.0) on the basis of FOT indices and to evaluate the accuracy of these equations in patients with asthma, chronic obstructive pulmonary disease (COPD), and interstitial lung disease (ILD). Materials and Methods We retrospectively included data on 683 consecutive patients with asthma (388), COPD (128), or ILD (167) in this study. We generated regression equations for VC, FVC, and FEV1.0 by multivariate linear regression analysis and used them to estimate the corresponding values. We determined whether the estimated data reflected spirometric indices. Results Actual and estimated VC, FVC, and FEV1.0 values showed significant correlations (all r > 0.8 and P < 0.001) in all groups. Biases between the actual data and estimated data for VC, FVC, and FEV1.0 in the asthma group were -0.073 L, -0.069 L, and 0.017 L, respectively. The corresponding values were -0.064 L, 0.027 L, and 0.069 L, respectively, in the COPD group and -0.040 L, -0.071 L, and -0.002 L, respectively, in the ILD group. The estimated data in the present study did not completely correspond to the actual data. In addition, sensitivity for an FEV1.0/FVC ratio of
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27. Evaluation of Corneal Structure and Endothelial Morphological Characteristics in Type 2 Diabetic and Non-Diabetic Patients
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David Reis, Manuel Falcão, Fernando Falcão Reis, João Beato, Ângela Carneiro, João Esteves-Leandro, and Vitor Rosas
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medicine.medical_specialty ,genetic structures ,Endothelium ,business.industry ,Coefficient of variation ,Scheimpflug principle ,Diabetic retinopathy ,medicine.disease ,eye diseases ,Ophthalmology ,chemistry.chemical_compound ,medicine.anatomical_structure ,chemistry ,Bayesian multivariate linear regression ,Diabetes mellitus ,medicine ,sense organs ,Glycated hemoglobin ,business ,Retinopathy - Abstract
Purpose To compare corneal structure and endothelial morphological features between patients with type 2 diabetes mellitus (DM) and non-diabetic patients; and determine if the DM duration, glycated hemoglobin (HbA1c) levels, and diabetic retinopathy (DR) stage affect corneal morphological properties. Patients and Methods Sixty diabetic patients and 47 age- and sex-matched controls were enrolled in this cross-sectional study. DM group was analyzed according disease duration, HbA1c levels, and presence of retinopathy. Endothelial cell density (ECD) and morphology (average and coefficient of variation [CV] of cell size, percentage of hexagonal cells) were recorded using non-contact specular microscopy. Central corneal thickness (CCT) and corneal volume were measured by scheimpflug tomography. Univariate and multivariate linear regression analyses were performed to evaluate the relationship between demographical, clinical, and ocular variables with CCT and ECD. Results There were no statistically significant differences in the endothelium cell density or morphology between DM and non-DM groups (p>0.05). Also, there was no statistical difference between groups for CCT or corneal volume (p>0.05). Multivariate linear regression analysis showed that older age (p=0.028) was significantly associated with lower ECD; CCT was found to be significantly greater in males (p
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28. The Construction of Primary Screening Model and Discriminant Model for Chronic Obstructive Pulmonary Disease in Northeast China
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Wei Wang, Shanqun Li, Wenyang Li, Xiaomeng Li, Yuhao Guo, and Fang Zhang
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medicine.medical_specialty ,COPD ,business.industry ,General Medicine ,Stepwise regression ,medicine.disease ,Linear discriminant analysis ,respiratory tract diseases ,Pulmonary function testing ,Bayesian multivariate linear regression ,Internal medicine ,medicine ,Sputum ,Family history ,medicine.symptom ,business ,Computer technology - Abstract
Objective The diagnosis of chronic obstructive pulmonary disease (COPD) is challenging, especially in the primary institution which lacks spirometer. To reduce the rate of COPD missed diagnoses in Northeast China, which has a higher prevalence of COPD, this study aimed to establish efficient primary screening and discriminant models of COPD in this region. Patients and methods Subjects from Northeast China were enrolled from December 2017 to April 2019 from The First Hospital of China Medical University. Pulmonary function tests and questionnaire were given to all participants. Using illness or no illness as the goal for screening models and disease severity as the goal for discriminant models, multivariate linear regression, logical regression, linear discriminant analysis, K-nearest neighbor, decision tree and support vector machine were constructed through R language and Python software. After comparing effectiveness among them, the most optimal primary screening and discriminant models were established. Results Enrolled were 232 COPD patients (124 GOLD I-II and 108 GOLD III-IV) and 218 normal controls. Eight primary screening models were established. The optimal model was Y = -1.2562-0.3891X4 (education level) + 1.7996X5 (dyspnea) + 0.5102X6 (cooking fuel grade) + 1.498X7 (smoking index) + 0.8077X9 (family history)-0.5552X11 (BMI) + 0.538X13 (cough with sputum) + 2.0328X14 (wheezing) + 1.3378X16 (farmers) + 0.8187X17 (mother's smoking exposure history during pregnancy)-0.389X18 (kitchen ventilation) + 0.6888X19 (childhood heating). Six discriminant models were established. The optimal model was decision tree (the optimal variables: dyspnea (x5), cooking fuel grade (x6), second-hand smoking index (x8), BMI (x11), cough (x12), cough with sputum (x13), wheezing (x14), farmer (x16), kitchen ventilation (x18), and childhood heating (x19)). The code was established to combine the discriminant model with computer technology. Conclusion Many factors were related to COPD in Northeast China. Stepwise logistic regression and decision tree were the optimal screening and discriminant models for COPD in this region.
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29. Cost of Hypertension Illness and Associated Factors Among Patients Attending Hospitals in Southwest Shewa Zone, Oromia Regional State, Ethiopia
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Teferi Daba, Dawit Wolde Daka, and Addisu Bogale Zawudie
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Total cost ,business.industry ,030503 health policy & services ,Health Policy ,Incidence (epidemiology) ,Economics, Econometrics and Finance (miscellaneous) ,Disease ,Direct cost ,03 medical and health sciences ,Indirect costs ,0302 clinical medicine ,Bayesian multivariate linear regression ,Environmental health ,Health care ,Medicine ,030212 general & internal medicine ,Risk factor ,0305 other medical science ,business ,health care economics and organizations - Abstract
Background Hypertension is a common vascular disease and the main risk factor for cardiovascular diseases. Since the incidence of hypertension is rising in Ethiopia, one may expect that the household's cost of healthcare services related to the disease will increase in the near future. Yet the cost associated with the disease is not known. We aimed to estimate the total cost of hypertension illness and identify associated factors among patients attending hospitals in Southwest Shewa zone, Oromia regional state, Ethiopia. Patients and methods An institution-based cross-sectional study design was employed to conduct the study from 13 August to 2 September 2018. All hypertensive patients aged 18 years and older who were on follow-up were eligible for this study. The total cost of hypertension illness was estimated by summing the direct and indirect costs. Bivariate and multivariate linear regression analyses were performed to identify factors associated with hypertension costs of illnesses. Results A total of 349 patients participated in the study. The mean monthly total cost of hypertension illness was US$ 22.3 (95% CI, 21.3-23.3). Direct and indirect costs constitute 51% and 49% of the total cost, respectively. The mean direct cost of hypertension illness per patient per month was US$ 11.39 (95% CI, 10.6-12.1). Out of these, drugs comprised higher cost (31%), followed by food (25%). The mean indirect cost per patient per month was US$ 10.89 (95% CI, 10.4-11.4). In this study, the primary educational status, family size (4-6 and >6), distance from hospital (≥10 km), the presence of a companion and stage of hypertension (stage two) of patients were identified as the predictors of the cost of hypertension illnesses. Conclusion The cost of hypertension illness was very high when compared to the monthly income of households, exposing patients to catastrophic costs. Hence, the government should give due attention to protect patients from catastrophic health expenditures.
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30. Being Underweight Is Associated with Worse Surgical Outcomes of Total Knee Arthroplasty Compared to Normal Body Mass Index in Elderly Patients
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Hyuck Min Kwon, Chan Woo Kim, Woo Suk Lee, Chang Dong Han, Ick Hwan Yang, and Kwan Kyu Park
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musculoskeletal diseases ,medicine.medical_specialty ,WOMAC ,business.industry ,Total knee arthroplasty ,Normal body mass index ,Internal medicine ,Bayesian multivariate linear regression ,Female patient ,Medicine ,Orthopedics and Sports Medicine ,Underweight ,medicine.symptom ,Patient group ,business ,human activities ,Body mass index - Abstract
Purpose Being underweight has never been studied in relation to the radiologic and clinical outcomes of total knee arthroplasty (TKA) in elderly patients. The aim of this study was to determine the effect of being underweight on TKA radiological and clinical outcomes and to investigate whether being underweight influences postoperative complications compared to normal body mass index (BMI) in elderly patients. Patients and Methods A total of 118 female patients aged 65 years or older with BMI < 25 kg/m2 who underwent primary TKA were divided into two groups based on BMI: group A: 18.5 kg/m2 < BMI < 25 kg/m2; group B: BMI < 18.5 kg/m2. The radiologic and clinical outcomes were evaluated at follow-up of 6, 12, and 24 months after surgery such as the hip-knee-ankle angle, the American Knee Society (AKS) score, Western Ontario and McMaster University score (WOMAC), and patellofemoral (PF) scale. Moreover, postoperative complications during follow-up were investigated. Results Preoperative clinical scores did not differ significantly between the two groups. Postoperative WOMAC pain (1.8 ± 1.9 versus 3.4 ± 2.6, p = 0.02), WOMAC function (12.4 ± 8.1 versus 16.5 ± 8.5, p = 0.012) and PF scales (26.1 ± 3.6 versus 23.7 ± 4.1, p = 0.002) were worse in the underweight group at 12 and 24 months after surgery. The frequency of postoperative complications did not differ significantly between groups. In multivariate linear regression analysis, underweight patient group was significantly associated with worse postoperative WOMAC and PF scores (p = 0.002, 0.005). Conclusion Although postoperative complications of TKA did not differ between groups, underweight patients had worse clinical outcomes of TKA compared to patients with normal BMI in elderly patients. Therefore, care should be taken when performing TKA in elderly underweight patients.
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31. Predicting EQ-5D-5L Utility Scores from the Oswestry Disability Index and Roland-Morris Disability Questionnaire for Low Back Pain
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Thomas G. Poder and Nathalie Carrier
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Multivariate statistics ,medicine.medical_specialty ,business.industry ,Univariate ,Life satisfaction ,Low back pain ,humanities ,Oswestry Disability Index ,03 medical and health sciences ,0302 clinical medicine ,Anesthesiology and Pain Medicine ,030202 anesthesiology ,Roland Morris Disability Questionnaire ,EQ-5D ,Bayesian multivariate linear regression ,medicine ,Physical therapy ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
Background Cost utility analysis is important for measuring the impact of chronic disease and helps clinicians and policymakers in patient management and policy decisions, but generic preference-based measures are not always considered in clinical studies. Objective To evaluate if health-related quality-of-life (HRQoL)-specific questionnaires used in chronic low back pain (CLBP) can predict EQ-5D-5L utility scores. Methods The data come from an online survey on low back pain conducted between October 2018 and January 2019. Health utility scores for EuroQol Five Dimensions Five Levels (EQ-5D-5L) were calculated with the recommended model of Xie et al. The EQ-5D-5L health states ranged from −0.148 for the worst (55555) to 0.949 for the best (11111). Univariate and multivariate linear regression were performed to predict EQ-5D-5L with Oswestry Disability Index (ODI), Roland-Morris Disability Questionnaire (RMDQ) and clinical variables. Results Analyses were performed in 408 subjects who completed the questionnaires EQ-5D-5L, ODI or RMDQ. Median (range) of EQ-5D-5L was 0.622 (−0.072 to 0.905). There was high correlation between EQ-5D-5L and ODI (r=−0.78, p
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- 2020
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32. Comparison of Iodide-125 and Ruthenium-106 Brachytherapy in the Treatment of Choroidal Melanomas
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M Jabarvand, Farhad Samiei, Akbar Beiki-Ardakani, Fariba Ghassemi, Ali Sadeghi Tari, Emad Kouhestani, Shahab Sheibani, Mojtaba Arjmand, Hosein Poorbaygi, and Siamak Sabour
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Choroidal melanoma ,medicine.medical_specialty ,Visual acuity ,business.industry ,medicine.medical_treatment ,Brachytherapy ,Ruthenium 106 brachytherapy ,Confidence interval ,Radiation therapy ,Ophthalmology ,Bayesian multivariate linear regression ,medicine ,medicine.symptom ,Complication ,business - Abstract
Background To compare iodine-125 (125I) with ruthenium-106 (106Ru) episcleral plaque radiation therapy in terms of the effectiveness and non-inferiority for choroidal melanoma treatment. Objective To report the non-inferiority of new made iodine-125 (125I) compared with ruthenium-106 (106Ru) episcleral plaque radiation. Patients and methods A retrospective, non-randomized comparative case series. In this series the patients treated with 125I and 106Ru episcleral plaques for choroidal melanoma between September 2013 and August 2017 at Farabi Hospital are compared. Local control of choroidal melanomas after 125I and 106Ru plaques implantation and vision changes are the main outcome measures. Results A total of 35 patients were identified (125I = 15, 106Ru = 20). No significant difference between two groups in visual acuity, diameter and thickness changes were observed after treatment. Multivariate linear regression (MLR) analysis showed that final diameter was only, independently and significantly, correlated with the pre-treatment diameter of the tumor (β = 0.59, 95% confidence interval [CI]: 0.29, 1.34, P = 0.003). The same MLR analysis for the final thickness and visual acuity, after adjusting for age and sex showed no significant difference between two groups. A single patient treated with 106Ru had local tumor recurrence with no one in the 125I group. No statistical difference in the rate of ocular complications was observed. Conclusion The treatment with our 125I plaques is as effective as 106Ru plaques in controlling choroidal melanoma tumor and preserving the vision during the two and half year of follow-up. The complication rates are alike. It means that the effectiveness of 125I is not only comparable to 106Ru but also superior when the outcome of the interest is the thickness of the tumors.
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- 2020
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33. A high-dimensional bias-corrected AIC for selecting response variables in multivariate calibration
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Yoshie Mima, Yasunori Fujikoshi, Ryoya Oda, and Hirokazu Yanagihara
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Statistics and Probability ,Statistics::Theory ,021103 operations research ,0211 other engineering and technologies ,Multivariate calibration ,02 engineering and technology ,01 natural sciences ,Response vector ,Statistics::Computation ,010104 statistics & probability ,Bayesian multivariate linear regression ,Statistics ,Statistics::Methodology ,Bias correction ,0101 mathematics ,Mathematics - Abstract
In a multivariate linear regression with a p-dimensional response vector y and a q-dimensional explanatory vector x, we consider a multivariate calibration problem requiring the estimation of an un...
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- 2020
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34. Short-Term Effects of a Deterioration of General Health on the Oral Health of Nursing-Home Residents
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Melania Zajac, Samuel Kilian, Judith Ehret, Anna-Luisa Klotz, Peter Rammelsberg, and Andreas Zenthöfer
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medicine.medical_specialty ,business.industry ,Clinical Dementia Rating ,Regression analysis ,General Medicine ,Oral health ,medicine.disease ,Affect (psychology) ,Oral hygiene ,03 medical and health sciences ,0302 clinical medicine ,Bayesian multivariate linear regression ,Physical therapy ,Medicine ,Dementia ,Population study ,030212 general & internal medicine ,Geriatrics and Gerontology ,business ,030217 neurology & neurosurgery - Abstract
Purpose The purpose of this study was to identify how changes to general health might affect the oral health of nursing-home residents over a six-month period. Materials and methods The study was conducted in nine nursing homes in Germany. Sociodemographic and general data were collected at baseline and after six months. Complete baseline and follow-up data were available for 114 participants. The Clinical Dementia Rating (CDR) and the Global Deterioration Scale (GDS) were used to identify the presence and, if applicable, severity of dementia among participants. The Apraxia Screen of TULIA (AST) was used to identify motor impairment. A comprehensive dental examination of each participant was also performed. The examination included the documentation of dental and denture status and the number of decayed, missing and filled teeth (DMF-T). In addition, dental and denture hygiene were quantitatively assessed using the Plaque Index (PI) and the Denture Hygiene Index (DHI), respectively. Global dental treatment needs were evaluated by use of the Oral Health Assessment Tool (OHAT). Univariate and multivariate linear regression models were compiled to analyse possible factors affecting the dependent target variables. Results During the study period, denture hygiene among the study population worsened by an average of 15%. The regression models detected that a more advanced age (in years) was associated with a less pronounced deterioration of denture hygiene as measured by use of the DHI (-0.806 per additional year of age; p = 0.030). Furthermore, an increase in the level of care needed (coefficient (C): -1.948; p = 0.002) and a more poorly graded assessment of general health compared with the value at baseline (C: 1.054; p = 0.026) were both associated with a deterioration of oral health as evaluated by use of the OHAT. In addition to these results, an increase in care needs was also associated with a deterioration of dental health as evaluated by use of the DMF-T (C: 0.966; p = 0.013). Conclusion In the short term, a deterioration of general health, including an increase in care needs, seems to be the predominant factor associated with a more pronounced deterioration of oral health among nursing-home residents.
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- 2020
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35. Factors associated with health-related quality of life in papillary thyroid microcarcinoma patients undergoing radiofrequency ablation: a cross-sectional prevalence study
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Mingbo Zhang, Jing Xiao, Yan Zhang, Zhuang Jin, Yaqiong Zhu, Qing Song, Lin Yan, Yu Lan, and Yukun Luo
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Cancer Research ,medicine.medical_specialty ,Physiology ,Radiofrequency ablation ,Papillary Thyroid Microcarcinoma ,030218 nuclear medicine & medical imaging ,law.invention ,03 medical and health sciences ,radiofrequency ,0302 clinical medicine ,Quality of life ,law ,Physiology (medical) ,Internal medicine ,Throat ,Bayesian multivariate linear regression ,Medical technology ,medicine ,Humans ,papillary thyroid microcarcinoma ,Thyroid Neoplasms ,R855-855.5 ,Health related quality of life ,Radiofrequency Ablation ,ultrasound ,business.industry ,Disease progression ,Physical health ,Carcinoma, Papillary ,humanities ,Cross-Sectional Studies ,medicine.anatomical_structure ,quality of life ,030220 oncology & carcinogenesis ,Female ,business - Abstract
Purpose To explore the association of demographic characteristics, clinical symptoms and the fear of the disease progression factors with the physical and mental summary components of the health-related of life (HRQoL) of the papillary thyroid microcarcinoma (PTMC) patients undergoing radiofrequency ablation (RFA). Methods 123 PTMC survivors undergoing RFA were enrolled in this study from October 2019 to March 2020. Demographic, clinical symptoms and the fear of the disease progression data were collected. SF-36, THYCA-QoL and FoP-Q-SF were used to evaluate the HRQoL of patients, clinical symptoms and the fear of disease progression. A multivariate regression model was performed to evaluate the association between the independent variable and the HRQoL variable. Results The average self-reported HRQoL score was 81.17 ± 15.48 for the PCS and 73.40 ± 18.03 for the MCS. The multivariate linear regression model shows that the factors related to a poorer PCS were dependent for the female patients, the symptoms of neuromuscular and the throat/mouth, the fear of disease progression; the psychological disorder, symptoms of throat/mouth, inability to concentrate were related to worse scores for the MCS. The condition that was most strongly related to a poorer HRQoL (in both PCS and MCS) was the fear of their physical health. Conclusions The factors related to significantly worse HRQoL scores across PCS and MCS for PTMC survivors include the female gender, the symptoms of neuromuscular and the throat/mouth, the psychological disorder, inability to concentrate, and the fear of their own physical health. Identification, management, and prevention of these factors are critical to improving the HRQoL of patients.
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- 2020
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36. Relationship Between Self-Care Behavior and Cognitive Function in Hospitalized Adult Patients with Type 2 Diabetes: A Cross-Sectional Study
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Qun Wang, Ye Su, Zhenzhen Zhang, Yu-mei Sun, Jin Yang, and Lijie Zhang
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Pharmacology ,Blood glucose monitoring ,medicine.medical_specialty ,medicine.diagnostic_test ,Cross-sectional study ,business.industry ,Type 2 Diabetes Mellitus ,Montreal Cognitive Assessment ,030209 endocrinology & metabolism ,Cognition ,Type 2 diabetes ,030204 cardiovascular system & hematology ,medicine.disease ,03 medical and health sciences ,0302 clinical medicine ,Diabetes mellitus ,Bayesian multivariate linear regression ,Internal Medicine ,medicine ,Physical therapy ,business - Abstract
Purpose To investigate the relationship between diabetes self-care behavior and cognitive function of hospitalized young and middle-aged Chinese patients with type 2 diabetes mellitus (T2DM). Patients and Methods In this cross-sectional study, young and middle-aged T2DM patients (age range, 35-65 years) were recruited at 4 tertiary hospitals between July 2016 and January 2017. Data pertaining to self-care behavior and cognitive function were collected using two questionnaires (the Summary of Diabetes Self-care Activities [SDSCA] and the Montreal Cognitive Assessment [MoCA], respectively). Multivariate linear regression analysis was performed to assess the correlation between cognitive function and self-care activities. Results A total of 140 patients with diabetes were enrolled (mean age, 53.79±7.96 years). The mean duration of T2DM was 10.83±6.76 years. Regarding SDSCA performance, the mean scores for foot care and blood glucose monitoring were 2.20±2.57 and 1.98±2.45, respectively, which were the worst; scores for exercise (4.01±2.58) and diet (3.16±1.89) were better, while scores for medication administration (5.26±2.79) were the best. The prevalence of cognitive impairment was 37.9% (53 patients). After variables adjustment, delayed recall showed a significant correlation with blood sugar monitoring behavior (B =0.224, P=0.019); visual space and executive function (B=0.255, P=0.009) and abstraction (B=-0.337, P=0.001) showed a correlation with foot care behavior. Conclusion Cognitive ability affects the self-care behavior of patients with T2DM. Assessment of cognitive function may help inform patient education interventions to improve the self-care behavior of these patients.
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- 2020
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37. Correlations And Correlates Of Post-Traumatic Growth And Post-Traumatic Stress Symptoms In Patients With Breast Cancer
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Yi-Lung Chen, Jian-An Su, Han-Pin Hsiao, Vincent Chin-Hung Chen, Ya-Ting Hsu, Jun-Cheng Weng, Yi-Ping Weng, and Hong-Ming Chen
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Oncology ,medicine.medical_specialty ,business.industry ,media_common.quotation_subject ,Traumatic stress ,Chronic pain ,Anger ,medicine.disease ,030227 psychiatry ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,Alexithymia ,Bayesian multivariate linear regression ,Internal medicine ,Medicine ,Anxiety ,medicine.symptom ,business ,030217 neurology & neurosurgery ,Depression (differential diagnoses) ,media_common - Abstract
Purpose Although post-traumatic growth (PTG) and post-traumatic stress symptoms (PTSS) might develop and coexist after a major trauma, few studies have simultaneously examined them in patients with breast cancer. This study investigated the correlation between PTG and PTSS and their differential correlates in patients with breast cancer. Patients and methods Overall, 145 patients with breast cancer were recruited. PTG and PTSS were assessed using the PTG inventory and the Chinese version of startle, physiological arousal, anger, and numbness, respectively. We investigated the effects of demographics, chemotherapy, depression, family support, alexithymia, and anxiety symptoms on PTG and PTSS. Multivariate linear regression analyses were performed to select the independent correlates of PTSS and PTG. Result An association was observed between PTG and PTSS (r = 0.21). Based on multiple regression models, the common correlate of PTG (β = 0.271) and PTSS (β = 0.212) was anxiety symptoms. Differential independent correlates were years of education (β = 0.272), receiving chemotherapy (β = 0.248), and family support (β = 0.259) for PTG, and chronic pain (β = 0.316) and poor cognition (β = −0.350) for PTSS. Conclusion Differential correlates were observed for PTG and PTSS in patients with breast cancer. Possible mechanisms and relationships between PTG and PTSS were discussed.
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- 2019
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38. The Relationship Between Global Sleep Score And Inflammatory Markers In Obese Adults From The United States
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Ying Huang, Ying Jiang, and Meilan Zhu
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medicine.medical_specialty ,Univariate analysis ,Longitudinal study ,business.industry ,Confounding ,03 medical and health sciences ,Behavioral Neuroscience ,0302 clinical medicine ,030228 respiratory system ,Internal medicine ,Bayesian multivariate linear regression ,Cohort ,Marital status ,Medicine ,Risk factor ,business ,Body mass index ,030217 neurology & neurosurgery ,Applied Psychology - Abstract
Background Poor sleep is a risk factor for cardiovascular diseases (CVDs). The underlying pathogenesis is not clear. Levels of inflammatory markers, such as C-reactive protein (CRP), interleukin-6 (IL-6) and tumor necrosis factor-ɑ (TNF-ɑ), have been found to be elevated in patients with CVDs. Aim The study aimed to investigate the associations between sleep quality and serum inflammatory markers in a cohort of obese adults. Methods This was a second analysis of the data from the Midlife in the United States (MIDUS) study, a longitudinal study of a national (US) sample of adults. A total of 1255 participants completed comprehensive biological assessments. The associations between global sleep score and serum levels of inflammatory markers were analyzed. Results Univariate analysis showed that a higher global sleep score was correlated with lower age (r = -0.079, P= 0.009), higher BMI (r = 0.100, P= 0.001) and heavier perceived stress (r = 0.335, P
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- 2019
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39. Does a diabetic retinopathy educational program raise awareness among elderly diabetic patients?
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Ahmed K. Ibrahim, Manal E Ez Eldeen, Azza Elkady, Fatma R. Khalaf, Heba M. Fahmy, Helal F Hetta, and Ghada A. Mohamed
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Pharmacology ,Research design ,medicine.medical_specialty ,business.industry ,030209 endocrinology & metabolism ,Diabetic retinopathy ,030204 cardiovascular system & hematology ,medicine.disease ,03 medical and health sciences ,0302 clinical medicine ,Diabetes mellitus ,Bayesian multivariate linear regression ,Internal medicine ,Structured interview ,Internal Medicine ,medicine ,Family history ,business ,Complication ,Educational program - Abstract
Background and aim Diabetic retinopathy is a serious and common complication of diabetes that causes irreversible blindness. The aim of the present study was to assess the knowledge, attitudes, and practice regarding diabetic retinopathy among patients attending a diabetic clinic and identify the effect of an educational program about diabetic retinopathy. Patients and methods Two hundred diabetic patients were recruited from the outpatient's diabetic clinic, Assiut University hospitals, Egypt. Quasi-experimental (pretest-posttest) research design was applied using a structured interview questionnaire; including socio-demographic data, assessment of the patients' knowledge, attitude, and practices toward diabetic retinopathy. Results The mean score of knowledge and attitude showed significant improvement (5.3 and 15.1, respectively in pretest vs 16.7 and 16.8, respectively in posttest) among the diabetic patients (p
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- 2019
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40. May gender influence the quality of life in children and adolescents with type 1 diabetes?
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Dorota Szostak-Węgierek, Beata Sińska, Karolina Dłużniak-Gołaska, Mariusz Panczyk, and Agnieszka Szypowska
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medicine.medical_specialty ,medicine.medical_treatment ,media_common.quotation_subject ,Medicine (miscellaneous) ,03 medical and health sciences ,0302 clinical medicine ,Quality of life ,Bayesian multivariate linear regression ,Internal medicine ,Diabetes mellitus ,050602 political science & public administration ,Medicine ,030212 general & internal medicine ,Pharmacology, Toxicology and Pharmaceutics (miscellaneous) ,media_common ,Type 1 diabetes ,business.industry ,Health Policy ,Insulin ,05 social sciences ,Regression analysis ,medicine.disease ,humanities ,0506 political science ,Metabolic control analysis ,Worry ,business ,Social Sciences (miscellaneous) - Abstract
Introduction Appropriate health-related quality of life (HRQOL) in children and adolescents with type 1 diabetes constitutes one of the most important factors that determine treatment effectiveness. There are numerous studies which tackle the issue of the relationship between HRQOL and various clinical and demographic factors, including gender. Therefore, the aim of the present study was to assess HRQOL and identify factors by which it may be affected, with particular emphasis on gender. Material and methods The study group included 197 girls and boys (13.9±2.33 years old) with a history of type 1 diabetes (>1 year) treated with the use of insulin pumps. PedsQL Diabetes Module 3.0 questionnaire was used in the assessment of HRQOL. Multivariate linear regression with gender as a covariate was used to investigate the relationship between total PedsQL score and selected variables associated with patient characteristics, insulin dosage and the control of glycemia. Moreover, the presence of gender differences was verified in terms of variables which significantly affected HRQOL. Results Significantly higher results were observed in boys as regards the total PedsQL score (70.8±11.91 vs 62.4±13.91; P
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- 2019
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41. The burden of irritable bowel syndrome and chronic constipation on health-related quality of life in black Africans: a comparison with healthy control subjects in Côte d’Ivoire, West Africa
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Paulin Christian Ebela, Aboubacar Demba Bangoura, Alain Attia, and Alassan Kouamé Mahassadi
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irritable bowel syndrome ,Chronic constipation ,medicine.medical_specialty ,Black african ,business.industry ,Gastroenterology ,Cote d ivoire ,chronic constipation ,medicine.disease ,Mental health ,black Africans ,quality of life ,Quality of life ,Internal medicine ,Bayesian multivariate linear regression ,Post-hoc analysis ,SF-36 questionnaire ,Medicine ,business ,Irritable bowel syndrome ,Original Research - Abstract
Background: Although patients with irritable bowel syndrome (IBS) and chronic constipation (CC) have an impaired health-related quality of life (HRQoL), little is known in black African patients compared with control subjects. This study provided the magnitude and the influencing factors of HRQoL impairment in black African outpatients with IBS or CC compared with control subjects using the generic SF-36 questionnaire. Materials and methods: One hundred and four consecutive black African outpatients complaining with IBS (n=72, mean age=38.9 years, female=62.5%) and CC (n=32, mean age=37.4 years, female=75%) met Rome 3 criteria were compared with 210 control subjects (mean age=37.4 years, 63.8% male). The SF-36 scores in all domains of HRQoL with the corresponding physical (PCS) and mental (MCS) composite scores between groups were compared with post hoc analysis and multivariate linear regression analysis for the assessment of the influencing factors. Results: Overall, IBS and CC patients exhibited low SF-36 scores in the 8 domains of HRQoL in comparison with control subjects. IBS patients scored less in mental health (mean difference=−10.3, p=0.001), bodily pain (mean difference=−23.5, p≤0.0001), and social functioning domains (mean difference =−15.1, p=0.01) in comparison with CC patients. Post hoc analysis demonstrated a trend down of PCS (mean difference=−12.9, p
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- 2019
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42. Factors influencing perceived health status among elderly workers: occupational stress, frailty, sleep quality, and motives for food choices
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Juah Kim and Jiyeon Ha
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Gerontology ,Sleep quality ,business.industry ,Psychological intervention ,General Medicine ,03 medical and health sciences ,0302 clinical medicine ,Mood ,Health promotion ,Bayesian multivariate linear regression ,Food choice ,Medicine ,030212 general & internal medicine ,Occupational stress ,Club ,Geriatrics and Gerontology ,business ,030217 neurology & neurosurgery - Abstract
Purpose The aim of this study was to investigate occupational stress, frailty, sleep quality, and motives for food choices as key factors affecting the perceived health status among elderly workers. Methods A cross-sectional survey was conducted involving 175 participants at the Community Senior Club in an urban area. The data was collected from November to December 2018. Pearson's correlation analyses were performed for perceived health status, occupational stress, sleep quality, and motives for food choices. Multivariate linear regression was adjusted for general characteristics such as age, gender, level of education, living arrangements, and the number of illnesses. Results Occupational stress (r=-0.195, p
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- 2019
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43. Simple standard equation for daily step count in Japanese patients with chronic obstructive pulmonary disease
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Hikaru Kuroda, Yoshiaki Minakata, Rie Tanaka, Hisatoshi Sugiura, Nobuyuki Yamamoto, Masanori Nakanishi, and Makoto Yoshida
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Multivariate statistics ,COPD ,medicine.medical_specialty ,business.industry ,Physical activity ,Retrospective cohort study ,General Medicine ,Stepwise regression ,medicine.disease ,Inspiratory Capacity ,03 medical and health sciences ,0302 clinical medicine ,030228 respiratory system ,Bayesian multivariate linear regression ,Internal medicine ,Medicine ,Step count ,030212 general & internal medicine ,business - Abstract
Purpose The improvement of physical activity in patients with COPD is an important issue. However, no standard for the recommended number of steps for patients with COPD has been determined. We conducted a retrospective observational study to create a simple standard equation for the daily step count, which makes it easier to determine whether each subject is attaining his/her predicted value or not. Patients and methods Stable outpatients diagnosed with COPD whose physical activities had been measured using a triaxial accelerometer for more than 2 weeks were recruited from 5 institutes in Japan. Factors associated with the step count were detected by multivariate regression analysis. After the data were transformed to a normalized distribution, a multivariate linear regression equation was created using stepwise regression. Results One hundred sixty-two patients aged 72.3 (7.2) years and of FEV1 %pred 59.2 (22.8) % were recruited. Among the parameters, age, mMRC dyspnea scale and inspiratory capacity (IC) were detected by the stepwise method. The created standard equation was "Step count = (-0.079×[age]-1.595×[mMRC]+2.078×[IC]+18.149)3". The correlations between the calculated values and the measured values were observed, and fixed, and proportional biases between them were also observed. When patients with
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- 2019
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44. Factors related to lithium blood concentrations in Chinese Han patients with bipolar disorder
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Feng Shan, Ya-Yun Xu, Qian-Hui Xia, Qing-Rong Xia, Jun Liang, Yin Cao, Chun-Yu Yan, and Yang Liu
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medicine.medical_specialty ,Creatinine ,biology ,Lithium (medication) ,business.industry ,medicine.disease ,030227 psychiatry ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Endocrinology ,High-density lipoprotein ,chemistry ,Internal medicine ,Bayesian multivariate linear regression ,medicine ,biology.protein ,Apolipoprotein A1 ,Bipolar disorder ,business ,Body mass index ,030217 neurology & neurosurgery ,Lipoprotein ,medicine.drug - Abstract
Background: The goal of this study was to identify the physiological factors related to the blood concentration of lithium in Chinese Han patients with bipolar disorder (BD). Materials and methods: A total of 186 Chinese Han patients with BD were assessed. Patients were recruited from the Anhui Mental Health Center. The concentrations of serum lithium were measured by a Dimension RxL Max biochemistry analyzer. Physiological factors, including body weight, body mass index (BMI), and routine laboratory parameters, were collected. Relationships between the serum lithium concentration and relevant clinical data were analyzed by Pearson correlation tests, and the independent relationships were determined by multivariate linear regression analysis. Results: Pearson correlation analysis showed that serum lithium concentrations were positively correlated with creatinine concentrations (r=0.147, P=0.046), Mg2+ concentrations (r=0.151, P=0.04), and the percentage of neutrophils (r=0.178, P=0.015) and negatively correlated with high-density lipoprotein (HDL) concentrations (r=-0.142, P=0.05), apolipoprotein A1 concentrations (r=-0.169, P=0.02), and Na+ concentrations (r=-0.148, P=0.046) in 186 patients with BD. Furthermore, multivariate linear regression analysis showed that serum lithium concentrations were negatively associated with Na+ concentrations and positively associated with the percentage of neutrophils. Conclusion: These results suggest that physiological factors, including creatinine, HDL, apolipoprotein A1, Na+, and Mg2+ concentrations and percentage of neutrophils, might be related to serum lithium concentrations and provide a basis for parameter selection of lithium population pharmacokinetics in Chinese Han patients with BD.
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- 2019
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45. On the Loss Robustness of Least-Square Estimators
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Malay Ghosh, Tatsuya Kubokawa, and Tamal Ghosh
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Statistics and Probability ,Robustness (computer science) ,General Mathematics ,Bayesian multivariate linear regression ,Statistics ,Minimum risk ,Univariate ,Statistics::Methodology ,Estimator ,Statistics, Probability and Uncertainty ,Divergence (statistics) ,Gauss–Markov theorem ,Mathematics - Abstract
The article revisits univariate and multivariate linear regression models. It is shown that least-square estimators (LSEs) are minimum risk estimators in general class of linear unbiased estimators...
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- 2019
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46. Melatonin is a biomarker of circadian dysregulation and is correlated with major depression and fibromyalgia symptom severity
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Wolnei Caumo, Andressa de Souza, Luciana da Conceição Antunes, Iraci Lucena da Silva Torres, and Maria Paz Loayza Hidalgo
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medicine.medical_specialty ,Evening ,business.industry ,Urinary system ,medicine.disease ,Gastroenterology ,Pittsburgh Sleep Quality Index ,Melatonin ,03 medical and health sciences ,0302 clinical medicine ,Anesthesiology and Pain Medicine ,030202 anesthesiology ,Internal medicine ,Bayesian multivariate linear regression ,Fibromyalgia ,medicine ,business ,030217 neurology & neurosurgery ,Depression (differential diagnoses) ,Morning ,medicine.drug - Abstract
Objective This study compared urinary 6-sulfatoxymelatonin (aMT6s) over 24 hours among fibromyalgia (FM), major depression disorder (MDD), and healthy control (HC) groups, and examined whether rhythm is correlated with depressive symptoms. To answer this question we compared the rhythm of urinary aMT6s secretion among each group in four time series: morning (06:00-12:00 hours), afternoon (12:00-18:00 hours), evening (18:00-24:00 hours), and night (24:00-06:00 hours). In the FM subjects, we assessed if the rhythm of urinary aMT6s secretion is associated with pain severity, sleep quality, number of trigger points (NTPs), and the pain pressure threshold (PPT). Patients and methods We included 54 women, aged 18-60 years with diagnosis of FM (n=18), MDD (n=19), and HC (n =17). The 24-hour urinary aMT6s was evaluated according to four standardized periods. The assessment instruments were the Hamilton Depression Rating Scale (HDRS), Pittsburgh Sleep Quality Index, and Fibromyalgia Impact Questionnaire. Results A generalized estimating equation revealed no difference in the daily load of aMT6s secretion among the three groups (P=0.49). However, at the daily time (06:00-18:00 hours), the load secretion of aMT6s reached 41.54% and 60.71% in the FM and MDD, respectively, as compared to 20.73% in the HC (P
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- 2019
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47. Modelling energy consumption of the Jordanian transportation sector: the application of multivariate linear regression and adaptive neuro-fuzzy techniques
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Amr M. Obeidat, Mohammad A. Gharaibeh, Mazin Obaidat, A. Al-Ghandoor, and Hesham Almomani
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Fluid Flow and Transfer Processes ,Sustainable development ,Multivariate statistics ,Neuro-fuzzy ,Renewable Energy, Sustainability and the Environment ,Computer science ,020209 energy ,Process Chemistry and Technology ,02 engineering and technology ,Energy consumption ,010501 environmental sciences ,01 natural sciences ,Variable (computer science) ,General Energy ,Fuel Technology ,Bayesian multivariate linear regression ,0202 electrical engineering, electronic engineering, information engineering ,Econometrics ,Energy (signal processing) ,0105 earth and related environmental sciences - Abstract
Studying the current level of energy consumed by the transportation sector in Jordan is a top priority and an important variable when it comes to modelling accurate projections of future co...
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- 2018
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48. Associations between caregiver mental health and young children’s behaviour in a rural Kenyan sample
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Mark Tomlinson, Victor Kosi, Sarah Skeen, Xanthe Hunt, Robert E. Weiss, Mary Jane Rotheram-Borus, Christina A. Laurenzi, and Phillip Sundin
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Adult ,Child behaviour ,Kenya ,Sample (statistics) ,Anxiety ,child behaviour ,03 medical and health sciences ,0302 clinical medicine ,SDG 3 - Good Health and Well-being ,Clinical Research ,Bayesian multivariate linear regression ,Behavioral and Social Science ,parenting stress ,Humans ,caregiver depression ,Medicine ,030212 general & internal medicine ,Child ,Preschool ,Depression (differential diagnoses) ,Health policy ,Sub-Saharan Africa ,caregiver anxiety ,Depression ,business.industry ,030503 health policy & services ,Health Policy ,Public Health, Environmental and Occupational Health ,Mental health ,Child development ,Good Health and Well Being ,kenya ,Cross-Sectional Studies ,Mental Health ,Caregivers ,sub-saharan africa ,Child, Preschool ,Public Health and Health Services ,Original Article ,Public aspects of medicine ,RA1-1270 ,medicine.symptom ,0305 other medical science ,business ,Research Article ,Clinical psychology - Abstract
Background: Research shows that caregiver mental health problems have direct, significant effects on child behaviour. While these risks are amplified in low-resource settings, limited evidence exists from these places, especially sub-Saharan Africa. Objective: We measured associations between caregiver mental health and child behaviour in a rural Kenyan sample, hypothesizing that higher rates of caregiver mental health would be associated with increased child behavioural problems. We also sought to provide an overview of caregiver mental health symptoms in our sample. Method: Cross-sectional data were collected from caregivers of children ages 4-5years old enrolled in a community-based early child development programme in western Kenya. 465 caregivers were recruited and assessed at baseline, and answered questions about child behaviour, mental health symptoms (depression, anxiety, stress), and help-seeking. A multivariate linear regression model was used to assess significance of each mental health factor. Results: Caregiver anxiety (p =0.01) and parenting stress (p
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- 2021
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49. Nesfatin-1 and cortisol: potential novel diagnostic biomarkers in moderate and severe depressive disorder
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Jin-Fang Ge, Jun Liang, Qing-Rong Xia, Yin Cao, Chun-Yu Yan, Yang Liu, Feng Shan, and Ya-Yun Xu
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medicine.medical_specialty ,nesfatin-1 ,cortisol ,Gastroenterology ,C-reactive protein ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Bayesian multivariate linear regression ,Healthy volunteers ,medicine ,Diagnostic biomarker ,General Psychology ,Depression (differential diagnoses) ,Original Research ,Noninvasive biomarkers ,IL-6 ,biology ,Receiver operating characteristic ,business.industry ,Healthy subjects ,030227 psychiatry ,Psychiatry and Mental health ,Psychology Research and Behavior Management ,depression ,biology.protein ,tumor necrosis factor-α ,business ,030217 neurology & neurosurgery - Abstract
Ya-Yun Xu,1,2 Jin-Fang Ge,3 Jun Liang,1,2 Yin Cao,1,2 Feng Shan,1,2 Yang Liu,1,2 Chun-Yu Yan,1,2 Qing-Rong Xia1,2 1Department of Pharmacy, Hefei Fourth People’s Hospital, Hefei 230022, China; 2Psychopharmacology Laboratory, Anhui Mental Health Center, Hefei 230032, China; 3Anhui Key Laboratory of Bioactivity of Natural Products, School of Pharmacy, Anhui Medical University, Hefei 230032, China Background: This study aimed to determine whether plasma nesfatin-1, cortisol, and inflammatory cytokines could be used as novel noninvasive biomarkers for the diagnosis of moderate and severe depressive disorder (MSDD). Materials and methods: A total of 70 patients with MSDD and 70 healthy subjects were assessed. Patients with MSDD were selected from Hefei Fourth People’s Hospital, Anhui Mental Health Center, and subjects in the control group were selected from healthy volunteers. Hamilton Depression Rating Scale-17 (HAMD-17) was used to evaluate the two groups. ELISA was used for the measurement of plasma nesfatin-1, cortisol, IL-6, C-reactive protein (CRP), and tumor necrosis factor-α (TNF-α) levels. The diagnostic value of plasma nesfatin-1, cortisol, IL-6, CRP, and TNF-α for MSDD was assessed. Results: Compared to healthy controls, the HAMD-17 scores and average nesfatin-1, cortisol, IL-6, and CRP levels in patients with MSDD were significantly increased. Moreover, multivariate linear regression analysis showed that HAMD-17 score was positively associated with plasma nesfatin-1 and cortisol. Furthermore, the results of the receiver operating characteristic (ROC) curve analysis revealed an area under curve (AUC) of 0.985 with 94.3% sensitivity and 97.1% specificity of nesfatin-1, and an AUC of 0.957 with 91.4% sensitivity and 85.7% specificity of cortisol in discriminating patients with MSDD from healthy volunteers. A combined ROC analysis using nesfatin-1 and cortisol revealed an AUC of 0.993 with a sensitivity of 97.1% and a specificity of 98.6% in separating patients with MSDD from healthy volunteers. Conclusion: These results suggest that plasma nesfatin-1 and cortisol might be potential novel biomarkers for the diagnosis of MSDD. Keywords: C-reactive protein, cortisol, IL-6, depression, nesfatin-1, tumor necrosis factor-&alpha
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- 2018
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50. Hidden blood loss and its risk factors after hip hemiarthroplasty for displaced femoral neck fractures: a cross-sectional study
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Wei-Jun Guo, Ji-Qi Wang, Weikang Wang, Wei-Jiang Zhang, Peng Luo, and Ding Xu
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Male ,medicine.medical_specialty ,Gastrointestinal bleeding ,Cross-sectional study ,Blood Loss, Surgical ,Hematocrit ,Femoral Neck Fractures ,03 medical and health sciences ,0302 clinical medicine ,Risk Factors ,Bayesian multivariate linear regression ,Linear regression ,medicine ,Humans ,ddc:610 ,030212 general & internal medicine ,Aged ,Femoral neck ,Aged, 80 and over ,030222 orthopedics ,medicine.diagnostic_test ,Fracture Dislocation ,business.industry ,General Medicine ,Perioperative ,medicine.disease ,Surgery ,Cross-Sectional Studies ,medicine.anatomical_structure ,Clinical Interventions in Aging ,Female ,Hemiarthroplasty ,Geriatrics and Gerontology ,business - Abstract
Clinical interventions in aging Volume 13, 1639-1645 (2018). doi:10.2147/CIA.S174196, Published by DOVE Medical Press, Albany, Auckland
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- 2018
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