Search

Background Remdesivir (RDV) has been a mainstay of COVID-19 therapy for hospitalized patients. Impact of RDV timing in relationship to symptom-onset in hospitalized patients remains unclear, though early treatment is theorized to improve antiviral activity and clinical outcomes. Methods This was a single-center retrospective study of adult patients hospitalized for severe COVID-19 treated with RDV. Patient charts were reviewed by 2 independent investigators to determine disease course and outcomes. Patients were stratified based on time from symptom-onset to RDV (short: ≤7 vs. long: >7 days). The primary outcome was time to clinical recovery within 28 days. Secondary outcomes were proportion of patients recovered and proportion discharged from the hospital within 10, 14, and 28 days; and mortality within 28 days. Time to recovery was analyzed using the Kaplan-Meier method and the significance was tested by log rank tests. Cox’s proportional hazards models were used to estimate hazard ratios (HR). Fisher’s exact test was used to compare recovery rates between groups. Results Overall, 405 patient charts were reviewed, and 337 met the inclusion criteria. On the first day of RDV, 178 (53%) of patients had symptoms for 7 days. Patients in the short symptom duration group were slightly older (66.5 vs. 59 years, p=0.004) and had more co-morbidities. Median time to recovery was 7 (95% CI 5-9) in the short- vs. 5 (95% CI 4-6) days in the long-symptom duration groups, respectively, p=0.066. By day 10, 111 (62%) vs. 116 (73%) patients met the clinical recovery definition (p=0.048), and 113 (63%) vs. 119 (75%) patients were discharged from the hospital (p=0.026) in the short- vs. long-symptom duration groups, respectively. In the Cox’s proportional hazards model, age, disease severity, and co-morbidities (kidney, liver, chronic respiratory diseases, and type II diabetes mellitus) were associated with longer recovery times. Conclusion In this cohort, long duration of symptoms ( >7 days) prior to initiation of RDV therapy was not associated with longer recovery time or longer hospitalization. Additional studies are needed to elucidate benefits of RDV therapy in relationship to the time course of severe COVID-19 in hospitalized patients. Disclosures Ramy H. Elshaboury, PharmD, Eli Lilly: Honoraria|Gilead Sciences: Grant/Research Support Fiona Cheung, PharmD, Pfizer Inc.: Employee Bryan Polsonetti, PharmD, Gilead Sciences, Inc.: Employee|Gilead Sciences, Inc.: Stocks/Bonds Essy Mozaffari, PharmD, MPH, MBA, Gilead: Employee|Gilead: Stocks/Bonds Linda Chen, MPH, Gilead Sciences: Employee|Gilead Sciences: Stocks/Bonds|UCB pharmaceuticals: Stocks/Bonds Elizabeth Hohmann, MD, Gilead: Advisor/Consultant|Kowa Pharmaceuticals: Advisor/Consultant|Tend, Inc: Grant/Research Support.

To evaluate treatment satisfaction, level of anxiety, confidence about traveling with midazolam nasal spray (MDZ-NS), and health-related quality of life in patients with seizure clusters and their caregivers after repeated, intermittent use of MDZ-NS in the outpatient setting.We analyzed the psychosocial outcome data from a phase 3, open-label extension trial (ARTEMIS-2; P261-402; NCT01529034) in patients 12 years of age and older with seizure clusters on a stable regimen of antiseizure medications. Caregivers administered MDZ-NS 5 mg when patients experienced a seizure cluster. A second dose could be given if seizures did not terminate within 10 min or recurred from 10 min to 6 h. Treatment Satisfaction Questionnaire for Medication (TSQM), the Intranasal Therapy Impact Questionnaire (ITIQ), and the Short Form-12 Health Survey version 2 (SF-12v2) were self-administered by patients and/or caregivers at prespecified visits.Of the one hundred and seventy-five patients enrolled in ARTEMIS-2, 161 (92.0%) received ≥ 1 dose of MDZ-NS and had a post-treatment seizure-related assessment and were included in the Efficacy Evaluable Set in this analysis, with a total of 1,998 treated seizure clusters over a median duration of 16.8 months. All TSQM scales showed improvement from the baseline of the double-blind ARTEMIS-1 trial (NCT01390220) to the last visit in ARTEMIS-2, indicating greater satisfaction with MDZ-NS across all domains, with a mean change from baseline of 8.8, 6.1, 4.3, and 6.2 for effectiveness (n = 135), side effects (n = 139), convenience (n = 139), and global satisfaction (n = 138), respectively. Change from baseline in TSQM scores generally increased with repeated MDZ-NS use. In both patients and caregivers, anxiety generally lessened with repeated MDZ-NS use, with a mean improvement in ITIQ scores in patients' anxiety since receiving MDZ-NS from 2.5 (n = 138) to 3.5 (n = 145) from visit 1 to the last visit (and from 2.6 [n = 156] to 3.6 [n = 160] for caregivers), respectively. From visit 1 (screening and enrollment in ARTEMIS-2) to visit 10 (after 16 seizure cluster episodes treated with MDZ-NS), the proportions of patients and caregivers who answered "strongly agree" or "agree" for confidence about traveling with an intranasal spray remained ≥ 79% and generally increased over repeated MDZ-NS use. Small positive mean changes in SF-12v2 scores from baseline to the last visit were observed in both patients and caregivers, respectively, for the domains of physical functioning (0.9, 1.1), role-physical (2.4, 0.3), bodily pain (1.7, 0.3), general health (0.6, 1.2), and role-emotional (2.1, 0.3), and in the physical health component (1.6, 1.0).Patients and caregivers perceived MDZ-NS favorably, with improvement from baseline on perceived effectiveness, side effects, convenience, and global satisfaction in the TSQM. This is supported by progressively lower anxiety and higher confidence levels about traveling with MDZ-NS over repeated intermittent use in the ITIQ. The positive mean changes observed in SF-12v2 scores from baseline to the last visit were small in magnitude. Limitations of this exploratory analysis include the open-label trial design and that these questionnaires have not been directly validated in epilepsy to identify clinically important changes; however, this does not mean these findings are not clinically meaningful. Overall, MDZ-NS is a socially acceptable drug device for outpatient treatment of seizure clusters that has the potential to improve quality of life and overall independence.

The most common cancer caused by human papillomavirus (HPV) infection in the United States is oropharyngeal cancer (OPC), and its incidence has been rising since the turn of the century. Because of substantial long-term morbidities with chemoradiation and the favorable prognosis of HPV-positive OPC, identifying the optimal deintensification strategy for this group has been a keystone of academic head-and-neck surgery, radiation oncology, and medical oncology for over the past decade. However, the first generation of randomized chemotherapy deintensification trials failed to change the standard of care, triggering concern over the feasibility of de-escalation. National database studies estimate that up to one third of patients receive nonstandard de-escalated treatments, which have subspecialty-specific nuances. A synthesis of the multidisciplinary deintensification data and current treatment standards is important for the oncology community to reinforce best practices and ensure optimal patient outcomes. In this review, the authors present a summary and comparison of prospective HPV-positive OPC de-escalation trials. Chemotherapy attenuation compromises outcomes without reducing toxicity. Limited data comparing transoral robotic surgery (TORS) with radiation raise concern over toxicity and outcomes with TORS. There are promising data to support de-escalating adjuvant therapy after TORS, but consensus on treatment indications is needed. Encouraging radiation deintensification strategies have been reported (upfront dose reduction and induction chemotherapy-based patient selection), but level I evidence is years away. Ultimately, stage and HPV status may be insufficient to guide de-escalation. The future of deintensification may lie in incorporating intratreatment response assessments to harness the powers of personalized medicine and integrate real-time surveillance.

We demonstrate that a neural network pre-trained on text and fine-tuned on code solves mathematics course problems, explains solutions, and generates new questions at a human level. We automatically synthesize programs using few-shot learning and OpenAI's Codex transformer and execute them to solve course problems at 81% automatic accuracy. We curate a new dataset of questions from MIT's largest mathematics courses (Single Variable and Multivariable Calculus, Differential Equations, Introduction to Probability and Statistics, Linear Algebra, and Mathematics for Computer Science) and Columbia University's Computational Linear Algebra. We solve questions from a MATH dataset (on Prealgebra, Algebra, Counting and Probability, Intermediate Algebra, Number Theory, and Precalculus), the latest benchmark of advanced mathematics problems designed to assess mathematical reasoning. We randomly sample questions and generate solutions with multiple modalities, including numbers, equations, and plots. The latest GPT-3 language model pre-trained on text automatically solves only 18.8% of these university questions using zero-shot learning and 30.8% using few-shot learning and the most recent chain of thought prompting. In contrast, program synthesis with few-shot learning using Codex fine-tuned on code generates programs that automatically solve 81% of these questions. Our approach improves the previous state-of-the-art automatic solution accuracy on the benchmark topics from 8.8% to 81.1%. We perform a survey to evaluate the quality and difficulty of generated questions. This work is the first to automatically solve university-level mathematics course questions at a human level and the first work to explain and generate university-level mathematics course questions at scale, a milestone for higher education., Comment: 181 pages, 8 figures, 280 tables

Background: Recent advances in computational psychiatry have identified latent cognitive and perceptual states that predispose to psychotic symptoms. Behavioral data fit to Bayesian models have demonstrated an overreliance on priors (i.e., prior overweighting) during perception in select samples of individuals with hallucinations, corresponding to increased precision of prior expectations over incoming sensory evidence. However, the clinical utility of this observation depends on the extent to which it reflects static symptom risk or current symptom state. Methods: To determine whether task performance and estimated prior weighting relate to specific elements of symptom expression, a large, heterogeneous, and deeply phenotyped sample of hallucinators (n = 249) and nonhallucinators (n = 209) performed the conditioned hallucination (CH) task. Results: We found that CH rates predicted stable measures of hallucination status (i.e., peak frequency). However, CH rates were more sensitive to hallucination state (i.e., recent frequency), significantly correlating with recent hallucination severity and driven by heightened reliance on past experiences (priors). To further test the sensitivity of CH rate and prior weighting to symptom severity, a subset of participants with hallucinations (n = 40) performed a repeated-measures version of the CH task. Changes in both CH frequency and prior weighting varied with changes in auditory hallucination frequency on follow-up. Conclusions: These results indicate that CH rate and prior overweighting are state markers of hallucination status, potentially useful in tracking disease development and treatment response.

Background: Multiple renal arteries (MRA) are often encountered during living-donor kidney transplantation (LDKT), requiring surgeons to pursue complex renovascular reconstructions prior to graft implantation. With improvements in reconstruction and anastomosis techniques, allografts with MRA can be successfully transplanted with similar outcomes to allografts with a single renal artery. Here, we describe in detail various surgical techniques for reconstruction of MRA grafts with the intent of creating a single arterial inflow.Methods: We retrospectively reviewed the medical records of all LDKT recipients with laparoscopically procured MRA kidneys between March 2008 and July 2021. Recipient and donor characteristics, operative data, type of reconstruction, and recipient outcomes were analyzed. The primary outcomes were the incidence of developing delayed graft function (DGF) and/or a vascular or urological complication within 12 months post-transplant.Results: Seventy-three LDKT recipients of MRA donor allografts were evaluated. Two renal arteries (RA) were encountered in 62 allografts (84.9%) and three RA in 11 allografts (15.1%). Renal artery reconstruction was performed in 95.8% (70/73) of patients. Eighteen different reconstruction techniques of MRA were utilized, the most common being side-to-side anastomosis in allografts with two RA (N = 44) and side-to-side-to-side anastomosis in allografts with three RA (N = 4). Interposition grafting was performed in seven cases (9.6%). A single ostium was created in 69 cases (94.5%), and the median warm ischemia time was 27 (range 20–42) minutes. None of the patients developed DGF or post-operative vascular or urological complications. Median creatinine at 3, 6, and 12 months post-transplant remained stable at 1.1 mg/dl. With a median follow-up of 30.4 months post-transplant, only one graft failure has been observed–death-censored graft survival was 98.6%.Conclusion: Complex reconstruction techniques to create a single renal artery ostium for graft implantation anastomosis in allografts with MRA show acceptable warm ischemic times, with no increased risk of post-operative vascular or urological complications.

ImportancePatients with oropharyngeal carcinoma (OPC) treated with radiotherapy often experience substantial toxic effects, even with modern techniques such as intensity-modulated radiation therapy (IMRT). Intensity-modulated proton therapy (IMPT) has a potential advantage over IMRT due to reduced dose to the surrounding organs at risk; however, data are scarce given the limited availability and use of IMPT.ObjectiveTo compare toxic effects and oncologic outcomes among patients with newly diagnosed nonmetastatic OPC treated with IMPT vs IMRT with or without chemotherapy.Design, Setting, and ParticipantsThis retrospective cohort study included patients aged 18 years or older with newly diagnosed nonmetastatic OPC who received curative-intent radiotherapy with IMPT or IMRT at a single-institution tertiary academic cancer center from January 1, 2018, to December 31, 2021, with follow-up through December 31, 2021.ExposuresIMPT or IMRT with or without chemotherapy.Main Outcomes and MeasuresThe main outcomes were the incidence of acute and chronic (present after ≥6 months) treatment-related adverse events (AEs) and oncologic outcomes, including locoregional recurrence (LRR), progression-free survival (PFS), and overall survival (OS). Fisher exact tests and χ2 tests were used to evaluate associations between toxic effects and treatment modality (IMPT vs IMRT), and the Kaplan-Meier method was used to compare LRR, PFS, and OS between the 2 groups.ResultsThe study included 292 patients with OPC (272 [93%] with human papillomavirus [HPV]-p16–positive tumors); 254 (87%) were men, 38 (13%) were women, and the median age was 64 years (IQR, 58-71 years). Fifty-eight patients (20%) were treated with IMPT, and 234 (80%) were treated with IMRT. Median follow-up was 26 months (IQR, 17-36 months). Most patients (283 [97%]) received a dose to the primary tumor of 70 Gy. Fifty-seven of the patients treated with IMPT (98%) and 215 of those treated with IMRT (92%) had HPV-p16–positive disease. There were no significant differences in 3-year OS (97% IMPT vs 91% IMRT; P = .18), PFS (82% IMPT vs 85% IMRT; P = .62), or LRR (5% IMPT vs 4% IMRT; P = .59). The incidence of acute toxic effects was significantly higher for IMRT compared with IMPT for oral pain of grade 2 or greater (42 [72%] IMPT vs 217 [93%] IMRT; P P P P P = .003), nausea of grade 2 or greater (0 [0%] IMPT vs 18 [8%] IMRT; P = .04), and weight loss of grade 2 or greater (22 [37%] IMPT vs 138 [59%] IMRT; P Conclusions and RelevanceIn this study, curative-intent radiotherapy with IMPT for nonmetastatic OPC was associated with a significantly reduced acute toxicity burden compared with IMRT, with few chronic toxic effects and favorable oncologic outcomes, including locoregional recurrence of only 5% at 2 years. Prospective randomized clinical trials comparing these 2 technologies and of patient-reported outcomes are warranted.