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Open Forum Infectious Diseases

◐ Oxford University Press (OUP)

Preprints posted in the last 90 days, ranked by how well they match Open Forum Infectious Diseases's content profile, based on 142 papers previously published here. The average preprint has a 0.11% match score for this journal, so anything above that is already an above-average fit.

1
Out-of-pocket costs and productivity losses associated with influenza illness and caregiving in a household study in the United States, 2024-2025

White, E. B.; Pike, J.; Vargas, C. Y.; Zhu, Y.; O'Neil, C. A.; Biddle, J. E.; Bristol, L.; McNair, E.; McLaren, S. H.; Sano, E.; Scott, T. A.; Presti, R.; Fritz, S. A.; Prosser, L. A.; Stockwell, M. S.; Grijalva, C. G.; Kwon, J. H.; Mellis, A.

2026-09-11 health economics 10.64898/2026.09.10.26362662 medRxiv
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Background: Non-medically attended (NMA) and outpatient medically attended (MA) influenza illnesses contribute substantially to influenza disease burden in the United States. We leveraged a household study to estimate out-of-pocket and lost productivity costs of NMA and MA influenza illness. Methods: The Respiratory Virus Transmission Network for Influenza was a 2024-2025 case-ascertained household study at 3 U.S. sites. Influenza-positive index patients and household contacts self-reported daily symptoms, over-the-counter (OTC) medication use, medical care-seeking, time missed from work or activities, and self-collected nasal swabs for PCR testing. We included participants with PCR-confirmed influenza infection and influenza-like-illness symptoms who ever (MA) or never (NMA) sought medical care during follow-up. We obtained costs of OTC medications from retail websites and productivity costs from published values. We calculated OTC medication and lost productivity costs in 2025 USD for MA and NMA influenza separately and household-level lost productivity costs among caregivers for MA and NMA household members. Results: Median out-of-pocket OTC medication costs were $6.38 (interquartile range [IQR] $2.92-$11.60) among 594 MA and $3.72 (IQR $1.50-$7.05) among 153 NMA influenza illnesses. Among participants [≥]15 years of age, median lost productivity was $315 ($149-$743) for MA and $248 ($0-$624) for NMA illnesses. Median household-level lost productivity for caregiving was $148 (households with 1 ill child), $379 (multiple ill children), and $0 ([≥]1 ill adult). Conclusions: Influenza causes substantial lost productivity costs within households. These estimates can inform future economic burden and cost effectiveness analyses.

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An Open-Label Feasibility Study of Remdesivir in Long COVID: Results from the ERASE LC Trial

Faghy, M. A.; Chynoweth, J.; Barnett, A.; Skipper, L.; Allgar, V.; Neilens, H.; Sands, K.-A.; Lord, A.; Hambly, H.; Aspinall, P.; Rollinson, C.; Strain, W.; Owen, R.; Thomas, C.; Grigg, M.; Kranen, S.; Mokbel, K.; Razak, H.; Ashton, R.; Maidment, I.; Bewick, T.

2026-07-28 infectious diseases 10.64898/2026.07.26.26358852 medRxiv
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Objective: Treatment of acute COVID-19 with anti-viral and immunomodulator medications demonstrates a reduced risk of long-term outcomes. To date, remdesivir, an intravenous (IV) antiviral that prevents RNA transcription, has not been evaluated in people with Long COVID (LC). This study assessed the feasibility of a five-day IV remdesivir intervention for individuals with LC. Methods: Seventy-three participants aged [≥]18 years with a confirmed LC diagnosis were recruited across two sites in the United Kingdom to receive a five-day course of IV remdesivir. Primary feasibility outcomes included recruitment, treatment completion, acceptability, and safety. Exploratory patient-reported (e.g. Fatigue Assessment Scale [FAS]) and clinical outcomes (e.g. 6-minute walk test [6MWT]) were also collected. Results: Of 106 individuals screened, 73 were enrolled and 71 (97%) completed the 5-day IV remdesivir regimen. Follow-up assessments were completed by 70 participants (96%), with high completion rates observed across clinical assessments, patient-reported outcomes and symptom tracking. No severe adverse reactions were reported. Improvements were also observed in several exploratory patient-reported and clinical outcomes. Conclusion: We demonstrated the feasibility and acceptability of administering IV remdesivir in people with LC. Analysis of secondary outcomes suggests therapeutic promise, but rigorous evaluation in large-scale randomised controlled trials is essential to determine the true efficacy and clinical utility of intravenous remdesivir in this population.

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Effectiveness of nirsevimab against hospitalization for RSV bronchiolitis according to RSV lineages

Barbier, M.; Levy, C.; Cohen, R.; Valtuille, Z.; Assad, Z.; Yang, J.-s.; Fafi, I.; Lenglart, L.; Bechet, S.; Osei, L.; Launay, E.; Gras Le Guen, C.; Gajdos, V.; Jeziorski, E.; De Pontual, L.; Basmaci, R.; Rameix-Welti, M.-A.; Ouldali, N.; Fourati, S.; French RSV Surveillance Network,

2026-09-29 pediatrics 10.64898/2026.09.28.26364231 medRxiv
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Importance: Nirsevimab, a monoclonal antibody against RSV, was implemented in France in September 2023. Recently, rare resistance-associated substitutions were described in RSV but the effectiveness according to lineages remains unclear. Objective: We aimed to estimate the effectiveness of nirsevimab against hospitalization for RSV bronchiolitis according to RSV lineages. Design: We conducted a multicenter test-negative case-control study from October 15, 2023 to March 15, 2025. Setting: This study was based on data from three national multicentric prospective studies. The 12 participating centers were secondary or tertiary hospital with a pediatric department located in France. Participants: We included all children younger than 12 months who were hospitalized for RSV bronchiolitis in one of the participating centers in France during the two first RSV epidemic seasons following the implementation of nirsevimab (from October 15, 2023 to February 29, 2024, and from October 10, 2024 to March 15, 2025). Main outcomes and measures: The main outcome of the study was the RSV test result of bronchiolitis cases. RSV whole-genome sequencing was performed using a tiled amplicon approach covering the complete viral genome, as previously described in the POLYRES studies. We estimated the effectiveness of nirsevimab by a multivariable logistic regression model adjusted for potential confounders. We estimated the adjusted risk of immunization failure for each lineage by calculating relative odds ratio to a reference lineage. A range of sensitivity analyses were conducted. Results: We included 3019 infants with bronchiolitis among which 2273 had a positive RSV test (case patients) and 746 had a negative RSV test (control patients). Overall, 373/2273 (16.4%) case patients were immunized by nirsevimab versus 423/746 (56.7%) control patients. The adjusted effectiveness of nirsevimab against hospitalization for bronchiolitis was 88.4% (95% CI, 84.5-91.4) with RSV-B and 79.4% (95% CI, 73.7-83.8) with RSV-A. The risk of immunization failure was 3.2-fold (95% CI 1.8-5.7) higher for lineages derived from A.D.3 than for lineages derived from B.D.4.1. Conclusion and relevance: In this multicentric case-control study, we observed that nirsevimab effectiveness was variable across RSV lineages, with a lower effectiveness against A.D.3 lineages compare to others. Further surveillance is needed to confirm these findings and assess their implication on RSV lineages epidemiology as nirsevimab use expands.

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Ethambutol resistance preceding macrolide resistance in Mycobacterium avium complex pulmonary disease: a retrospective longitudinal study and in vitro analysis

Ito, M.; Watanabe, F.; Osugi, A.; Aono, A.; Fujiwara, K.; Furuuchi, K.; Kodama, T.; Ohe, T.; Yoshiyama, T.; Kudoh, S.; Mitarai, S.; Morimoto, K.

2026-08-14 infectious diseases 10.64898/2026.08.12.26360314 medRxiv
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Objectives: To investigate whether ethambutol resistance in Mycobacterium avium complex is associated with the emergence of macrolide resistance. Methods: Patients who developed macrolide resistance during guideline-based treatment were included, and longitudinal analyses of minimum inhibitory concentrations and mutations in embB or the upstream region of embA were performed. Clinical, microbiological, and radiological characteristics were compared according to the mutation status of embB or embA upstream region, prior to the emergence of macrolide resistance. We further evaluated the impact of embB mutation on the development of macrolide resistance using in vitro time-kill assays. Results: Sixteen patients developed macrolide resistance during guideline-based treatment. None of these patients had an ethambutol minimum inhibitory concentration >=16 ug/mL or embB or embA upstream mutations at treatment initiation; however, 8/16 patients (50.0%) had an ethambutol minimum inhibitory concentration >=16 ug/mL at the time of macrolide resistance detection, and 7/16 (43.8%) had developed embB or embA upstream mutations prior to the emergence of macrolide resistance. Cavitary lesions were present in 1/7 (14.3%) patients with embB or embA upstream mutations. In strains with embB mutations, the minimum inhibitory concentration of ethambutol increased by 1-2 dilutions relative to that of pretreatment isolates, with a corresponding increase in the concentration required to suppress macrolide resistance. Conclusions: Ethambutol resistance may contribute to the development of macrolide resistance in patients with M. avium complex pulmonary disease, particularly in those without cavitary lesions.

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Comparison of Influenza Vaccine Effectiveness Estimates Using Test-Negative Prospective Enrollment and Electronic Health Record Data, United States, 2024--2025

Price, A. M.; McLean, C.; Cleary, S.; Leis, A. M.; Vaughn, I. A.; House, S.; Ellsworth, S.; Moehling Geffel, K.; Taylor, L. H.; Gaglani, M.; Murthy, K.; Saade, E. A.; Ladikos, C.; Murugan, V.; Kramer, J. L.; Williamson, B. D.; Kiniry, E.; Walter, E. B.; Bontrager, N. A.; Ellington, S.; Flannery, B. M.; Chung, J.; US Flu VE Network Investigators,

2026-07-27 epidemiology 10.64898/2026.07.23.26358258 medRxiv
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Background: Influenza vaccine effectiveness (VE) is assessed annually through prospective enrollment of patients presenting with acute respiratory symptoms in a test-negative study design. Influenza VE has also been estimated from electronic health record (EHR) databases by linking medical diagnoses, laboratory test results, and patient influenza vaccination. There are limited data on agreement between influenza VE estimates from prospective enrollment versus EHR databases. Methods: The US Influenza Vaccine Effectiveness Network prospectively enrolled outpatients meeting clinical screening criteria and collected respiratory specimens to determine influenza virus infection. Seven study sites also identified EHR databases that included diagnostic codes for outpatient encounters associated with medically attended acute respiratory illness (MAARI), clinical respiratory virus testing, and influenza vaccination status. Effectiveness of influenza vaccination against laboratory-confirmed influenza was estimated from both data sources using logistic regression models including patient age, study site, and month of illness as 100(%) x (1 - adjusted odds ratio), comparing influenza vaccination among laboratory-confirmed influenza-positive patients versus laboratory-confirmed influenza-negative patients. Results: From October 2024--April 2025, 2,016 (30%) of 6,793 prospectively enrolled patients and 75,885 (24%) of 282,444 EHR MAARI encounters had laboratory-confirmed influenza virus infection. Effectiveness of vaccination against laboratory-confirmed influenza was 36% (95% confidence interval [CI]: 26-44) among prospectively enrolled patients and 38% (95% CI: 36-39) among EHR MAARI encounters. Comparing influenza VE estimates from the two data sources, confidence intervals overlapped for all age groups except for adults aged [≥]65 years: -3% (95% CI: -53-30) among prospective enrollment versus 35% (95% CI: 32-39) VE from EHR MAARI encounters. Conclusion: Overall, influenza VE estimates from retrospective EHR data were similar to VE estimates using the test-negative design with prospective enrollment. The age group-specific differences in estimated VE observed in US adults aged [≥]65 years compared with younger age groups merit further investigation.

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Clinical outcomes of early aspirin versus non-aspirin NSAID use in adults hospitalized with influenza: A retrospective study

Chan-Colenbrander, S. Y.; Wang, Q.

2026-08-10 infectious diseases 10.64898/2026.08.05.26359840 medRxiv
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Seasonal influenza remains a major cause of morbidity and mortality worldwide. Although neuraminidase inhibitors improve outcomes, influenza-related deaths persist. We evaluated the impact of early aspirin (ASA) and non-aspirin nonsteroidal anti-inflammatory drug (NSAID) use on outcomes in adults hospitalized with influenza. This retrospective study included adults admitted to the University of Minnesota Medical Center from 2016 to 2018. Continuous variables were summarized as medians with interquartile ranges (IQRs) and categorical variables as counts and percentages. Group comparisons used Wilcoxon rank-sum, Chi-square, or Fishers exact tests. Analyses included case-control comparisons, assessments by vaccination status, and subgroup analyses by early ASA or NSAID use. Among 2,816 patients, 320 had laboratory-confirmed influenza, with vaccination less common among cases. Unvaccinated patients had higher rates of intensive care unit (ICU) admission (23.6% vs. 11.1%; P = 0.003) and ventilatory support (15.0% vs. 6.1%; P = 0.009). In vaccinated patients, early ASA use was associated with older age and higher in-hospital mortality, whereas early NSAID use was associated with no in-hospital deaths, better one- and three-year survival (P < 0.001), and fewer, though not statistically significant, cardiovascular complications. In unvaccinated patients, ASA use was associated with lower three-year survival (59.1% vs. 79.2%; P = 0.013), while NSAID use was associated with fewer ICU admissions and no cardiovascular or renal complications. In both vaccinated and unvaccinated adults hospitalized with influenza, early NSAID use was associated with improved survival and fewer complications, whereas ASA use was associated with worse outcomes.

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Livestock production intensity and mucosal IgA and IgG responses to H5N1 highly pathogenic avian influenza A virus, North Carolina, 2021-2022

Pisanic, N.; Kurowski, K. M.; Carter, T.; Salmeron, B.; Spicer, K.; Krucynski, K. L.; Gigot, C. M.; Schmidt, L.; Aubourg, M. A.; Hall, D. J.; Hall, D. J.; Mitchell, L.; Johnson, L.; George, M.; Rule, A. M.; Moss, W. J.; Davis, M. F.; Pekosz, A.; Gronvall, G. K.; Heaney, C. D.

2026-08-10 infectious diseases 10.64898/2026.08.06.26359901 medRxiv
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Background. Direct livestock exposure is a risk factor for zoonotic influenza, including H5N1 highly pathogenic avian influenza (HPAI) A virus. But whether living in regions of high poultry and swine production intensity (PPI, SPI) increases risk of exposure to zoonotic influenza viruses independent of occupational livestock contact remains unclear. Objectives. To determine whether livestock workers and community members with no occupational livestock exposure in North Carolina, where poultry and swine production are increasingly co-located, are at higher risk of exposure to zoonotic influenza. Methods. Saliva samples from industrial livestock operation worker (ILO-W), ILO neighbor (ILO-N) and metropolitan area (Metro) households were analyzed for mucosal influenza A (H5N1, H1N1, and H3N2) hemagglutinin (HA) IgA and IgG antibodies to determine associations of PPI, SPI, exposure group, and detection of a swine-specific fecal contamination marker (Pig-2-Bac DNA) with influenza A antibody levels. Results. Residing in the highest PPI and SPI tertile was associated with significantly higher mucosal H5 and H1 HA IgA levels, including among residents without occupational livestock exposure. Households with occupational poultry or swine contact had significantly higher H5 IgA and IgG and H1 IgA levels compared to Metro households. In regression models accounting for clustering at the participant level, log10 anti-H5 HA mucosal IgA increased 0.16 (95% CI: 0.06, 0.27, p<0.005) and 0.10 (95% CI: 0.03, 0.17, p<0.005), per log10 increase in PPI and SPI, respectively, and 0.16 (95% CI: 0.03, 0.19, p<0.02) when Pig-2-Bac DNA was detected on household surfaces. Conclusions. Mucosal H5 HA IgA and IgG and H1 HA IgA were consistently elevated across different metrics of livestock exposure intensity, including residential exposure, occupational contact within a household, and a molecular marker of household swine fecal contamination in a state with intensive poultry and swine production.

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Diagnostic accuracy of point-of-care urine tenofovir test, and associations between metrics of tenofovir use and treatment outcomes in a community ART programme

Naidu, L.; Tlhaku, K.; Govender, K.; Sookrajh, Y.; Moodley, P.; van der Molen, J.; Samsunder, N.; Lewis, L.; Gandhi, M.; Drain, P. K.; Butler, C. C.; Hayward, G.; Garrett, N.; Dorward, J.

2026-08-14 hiv aids 10.64898/2026.08.13.26360358 medRxiv
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Background Urine tenofovir (uTFV) and dried blood spot (DBS) tenofovir diphosphate (TFV-DP) concentrations respectively estimate short- and medium-term adherence to tenofovir disoproxil fumarate (TDF)-based antiretroviral therapy (ART). We evaluated the accuracy of a point-of-care uTFV assay, and associations between uTFV/TFV-DP, and viral load (VL) and retention outcomes within a South African community ART programme. Methods We measured uTFV and DBS TFV-DP concentrations using liquid chromatography-tandem mass spectrometry (LC-MS/MS). We calculated sensitivity and specificity of the point-of-care uTFV assay at the manufacturer-recommended threshold of [&ge;]1,500 ng/mL compared to LC-MS/MS. We assessed associations of the point-of-care uTFV assay, and DBS TFV-DP concentrations with concurrent viraemia, and with retention-in-care by 16 weeks post-enrolment. Results Of 196 adults median age was 44 years, 127 (64.8%) were female, and 191 (97.4%) were receiving TDF. 185 (94.4%) had detectable point-of-care uTFV, which had high sensitivity (99.5%, 95% CI 96.5-100%) and moderate specificity (76.9%, 95% CI 46.0-93.8%) for detecting uTFV [&ge;]1,500 ng/mL. Two participants had concurrent viraemia [&ge;]1,000 copies/mL; of these 50.0% (95% CI 9.4-90.5) had undetectable point-of-care uTFV, and 100% (95% CI 19.7-100) had low TFV-DP <483 fmol/punch. Among participants without viraemia 97.4% (95% CI 93.6-99.0) had detectable uTFV, and 98.1% (95.3-99.6) had high TFV-DP [&ge;]483 fmol/punch. Point-of-care uTFV and DBS TFV-DP were not associated with retention-in-care. Conclusions The point-of-care uTFV assay demonstrated high sensitivity and moderate specificity to detect uTFV. Over 95% of people without viraemia had detectable point-of-care uTFV or high DBS TFV-DP levels respectively, but these were not associated with 16-week retention-in-care.

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Nanopore sequencing panel for saliva-based host pharmacogenomic screening in anti-tubercular therapy

Yadav, P.; Shah, S. A. V.; Babu, A. S.; Paradkar, M.; Vasanthaiah, S.; Vasudevan, K.; Arora, P. R.; Lokhande, R. V.; Pandya, H. U. B.; Denti, P.; Rodrigues, C.; Andrews, J. R.; Pandey, A.; Tornheim, J. A.; Ashavaid, T. F.; Verma, R.

2026-09-04 infectious diseases 10.64898/2026.09.02.26362034 medRxiv
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Abstract Rationale: Host genotypes can predict subtherapeutic anti-tubercular drug exposures and treatment-associated toxicities. Screening for these variants could enable personalized dosing, but scalable assays for second-line drugs are lacking. Objectives: We developed a nanopore sequencing panel to detect host variants affecting anti-tuberculosis drug troughs and toxicities, and evaluated its performance as a saliva-based screening tool. Methods: We designed a 16-plex panel targeting 23 variants (21 clinically validated, 2 predicted actionable) relevant to linezolid, bedaquiline, clofazimine, moxifloxacin, and ethambutol exposure. We first sequenced 50 Coriell DNA (1000 Genomes Project) to benchmark accuracy against Illumina, then sequenced saliva from 202 individuals treated for drug-resistant tuberculosis in India using MinION Mk1C (R10.4). Plasma trough concentrations and toxicity frequencies were stratified by genotype. Data were analyzed using in-house pipelines. Measurements and Main Results: The panel showed high coverage in saliva (median 3,609X). Several suggestive genotype-phenotype trends reached nominal significance in distinct subsets. Among patients on high-dose moxifloxacin (800mg daily), UGT1A1 rs3755319 A>C was associated with higher troughs in heterozygotes (6/14, p<0.01) and homozygous alternates (4/14, p<0.05). Among patients with linezolid-associated toxicity dose-reduced to 300mg, ABCB1 rs2032582 A>C homozygous alternates (7/98) had significantly lower Cmin versus wild-type (p<0.05) and heterozygotes (p<0.01); neither association held at standard dosing. Linezolid toxicity was more frequent among ABCB1 rs1128503 A>G heterozygotes versus homozygous reference (58.3% vs. 29.1%), and UGT1A1 rs4148323 G>A heterozygotes showed higher moxifloxacin toxicity rates than wild-type (42.9% vs. 14.3%). Conclusions: Portable, saliva-based sequencing reliably detects pharmacogenetic variants and could inform pre-treatment screening for drug exposure or toxicity.

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Nine-month all-oral regimen for MDR/RR-TB in Lesotho: safety and effectiveness by HIV

Sauer, S. M.; Mpinda, S.; LaHood, A.; Oyewusi, L.; Maime, R.; Makaka, J.; Thoakana, M.; Monyaesa, D.; Musa, L.; Thai, T.; Trevisi, L.; Osso, E.; Sebakeng, P.; Tamirat, M.; Curtis, M.; Lindeborg, A.; Shen, E.; Rich, M. L.; Mitnick, C.; Seung, K.; Franke, M. F.; Kunda, M. K.; Maama, L.

2026-09-09 infectious diseases 10.64898/2026.09.04.26362253 medRxiv
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Background: Individuals living with HIV have been under-represented in operational research and trials of all-oral regimens for multidrug- and rifampicin-resistant tuberculosis (MDR/RR-TB) treatment. We report outcomes from a prospective observational cohort study of a nine-month regimen comprised of bedaquiline, linezolid, a fluoroquinolone, delamanid, and clofazimine, in Lesotho, a setting with a high prevalence of HIV infection. Methods: We analyzed patients who initiated the regimen between 2020 and 2023. Overall, and by HIV status, we characterized treatment safety by summarizing the frequency and timing of clinically relevant adverse events. We described treatment effectiveness at the end of treatment and sustained treatment success eighteen months after treatment initiation. Results: Two hundred and fifty-five patients who initiated the shortened all-oral regimen were included in the analysis, of whom 161 (63.1%) were living with HIV. Regardless of HIV status, the most frequent clinically relevant adverse event was peripheral neuropathy, followed by myelosuppression. The estimated unadjusted rates of sustained treatment success at 18 months post-treatment initiation were 86.4% (95% confidence interval (CI): 81.4%, 90.5%) overall, 85.0% (95% CI: 78.2%, 90.4%) among patients living with HIV, and 88.8% (95% CI: 80.3%, 94.5%) among people without HIV. Conclusions: The effectiveness of the nine-month all-oral regimen was excellent. Although adverse events were common, they were manageable and did not appear to substantially impact treatment success. Results were similar regardless of HIV status, supporting the use of this regimen in this population.

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Diagnostic accuracy and testing efficiency of pooled testing of sputum swabs to detect tuberculosis on the near point of care Pluslife MiniDock MTB assay

Chifu, N. B.; Etiendem, A.; Tcheumeni, D. K.; Neh, A.; Mbuh, N. N.; Fonyuy, G.; Nsame, D.; Ndi, N. N.; Wandji, I. A. G.; Fundoh, M.; Mbuli, C.; Biatu, N.; Vuchas, C.; Garg, T.; Creswell, J.; Sander, M.; RAPID TB Team,

2026-08-10 infectious diseases 10.64898/2026.08.05.26359243 medRxiv
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Background: Pooled testing increases testing efficiency and reduces testing costs. This approach has been recently recommended by the World Health Organization for use with low-complexity nucleic acid amplification TB diagnostics to increase access to testing when resources are constrained. Pooled testing can also be used with novel near point of care tests, and evidence is needed on diagnostic performance of pooled testing in these more portable, lower cost tests. Methods: We evaluated pooled testing on the Pluslife MiniDock MTB assay with stored sputum collected from adults with presumptive TB. We assessed sensitivity and specificity against the reference standard of liquid culture and diagnostic agreement against Xpert MTB/RIF Ultra and individual MiniDock MTB; we also estimated pooled testing efficiency. Results: Swabs from sputum specimens were tested in 287 pools of 3 and on 861 individual tests. Against culture, sensitivity of testing was 88% (87/99, 95%CI, 80-93%) as compared to 89% (88/99, 95%CI, 81-94%) for individual MiniDock MTB testing, with pooled testing specificity of 99% (97-99%) as compared to 95% (94-97%) for individual testing. Pooled testing saved 32% of tests in this population that included 12% (100) people with culture-positive TB. Conclusions: Pooled testing with sputum swabs from three people had similar diagnostic accuracy against TB culture as individual sputum swab testing in this evaluation. These results provide evidence that pooled testing with near point of care tests could help to further reduce testing costs and help to expand access to molecular testing at the lowest levels of the health system.

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Etiology and incidence of diarrhea requiring hospitalization in children under 5 years of age in 31 low- and middle-income countries: findings from the Global Pediatric Diarrhea Surveillance network, 2017-2022

Soeters, H. M.; Antoni, S.; Iyer, S. S.; Weldegebriel, G.; Biey, J.; Mwenda, J. M.; Rey-Benito, G.; Ortiz, C.; Pastore, R.; Videbaek, D.; Singh, S.; Njambe, E.; Sangal, L.; Dhongde, D.; Grabovac, V.; Logronio, J.; Fahmy, K.; Ghoniem, A.; Armah, G.; Dennis, F. E.; Seheri, M. L.; Magagula, N.; Rakau-Nondela, K.; Fumian, T. M.; Maciel, I. T. A.; Samoilovich, E.; Semeiko, G.; Varghese, T.; Thomas, S.; Bines, J.; Li, D.; Kabir, F.; Liu, J.; Houpt, E. R.; Gautam, R.; Mirza, S. A.; Vinje, J.; Mulders, M. N.; Tate, J. E.; Parashar, U. D.; Platts-Mills, J. A.

2026-07-28 epidemiology 10.64898/2026.07.26.26358975 medRxiv
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Diarrhea remains a leading cause of child morbidity and mortality. Improved and ongoing estimates of the etiology of hospitalized pediatric diarrhea in low- and middle-income countries (LMICs) are needed to help prioritize and evaluate the use of existing and upcoming vaccines and interventions. The Global Pediatric Diarrhea Surveillance (GPDS) network is a World Health Organization (WHO)-coordinated public health surveillance network investigating the etiology of hospitalized diarrhea among children aged <5 years in LMICs. The GPDS network enrolls children hospitalized with diarrhea at 38 sentinel surveillance sites in 31 LMICs. Randomly selected stool specimens were tested by TaqMan Array Card quantitative reverse-transcription polymerase chain reaction (qPCR) for 16 pathogens associated with diarrhea. We estimated pathogen-specific attributable fractions (AFs) and incidence of diarrheal hospitalizations at the global, regional, and country levels during 3 time periods: 2017-2018, 2019-2020, and 2021-2022, with a focus on the most recent results. During 2017-2022, the GPDS network enrolled 70,750 children aged <5 years hospitalized with diarrhea, of which 16,458 (23.3%) were randomly selected for qPCR testing. The most prevalent pathogen detected, regardless of quantity or modeled etiologic attribution, was rotavirus (weighted prevalence 30.4%), followed by adenovirus 40/41 (19.1%), norovirus (17.9%), Shigella (14.1%), and Campylobacter jejuni/coli (8.6%). Overall, in 2017-2022, rotavirus was the leading etiology globally (AF 32.5%; 95% Confidence Interval (CI): 27.4, 37.6), followed by Shigella (9.8%; 8.4, 11.3), adenovirus 40/41 (8.6%; 6.3, 10.8) and norovirus (6.7%; 5.6, 7.7). Over time, rotavirus consistently declined from an AF of 36.7% (95% CI: 28.7, 46.7) in 2017-2018 to 26.7% (20.7, 34.1) in 2021-2022. Norovirus AF increased slightly from 6.2% (4.7, 7.7) in 2017-2018 to 7.3% (5.0, 9.2) in 2021-2022. Global Shigella burden remained stable, and adenovirus 40/41 demonstrated significant volatility, peaking globally in 2019-2020 (11.9%; 5.9, 17.5). In 2021-2022, rotavirus was the leading cause of hospitalized diarrhea in 6 of 9 geographic groupings, norovirus predominated in Central and South America, and Shigella was the leading etiology in South Asia. In the subset of countries that had introduced rotavirus vaccine, the leading etiologies in 2021-2022 were rotavirus (18.4%; 15.8, 21.5) and Shigella (16.4%; 11.8, 21.1). In 2021-2022, rotavirus had the highest attributable incidence of hospitalized diarrhea in children (2.3 per 1,000 child-years; 1.8, 3.0), followed by Shigella (0.9; 0.7, 1.1), norovirus (0.6; 0.4, 0.8) and adenovirus 40/41 (0.6; 0.4, 0.8). Despite the widespread use of rotavirus vaccines, rotavirus remained the leading cause of severe diarrhea among children aged <5 years in LMICs globally. However, the proportion of pediatric diarrhea attributable to rotavirus consistently declined from 2017-2018 to 2021-2022, and there were notable differences in the distribution of diarrheal etiologies between regions and across time periods. Shigella, norovirus, and enteric adenoviruses were also associated with a substantial burden of disease. Improving the efficacy and coverage of rotavirus vaccination and prioritizing interventions against other enteric pathogens could further reduce diarrhea morbidity and mortality.

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Types, Subtypes and Positivity Rates of Seasonal Influenza in Uganda, 2019-2023

Nankya, M. A.; Owor, N.; Kayiwa, J. T.; Lutwama, J. J.; Gidudu, S.; Bahizi, G.; Ario, A. R.

2026-09-01 infectious diseases 10.64898/2026.08.29.26361662 medRxiv
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Background: Seasonal influenza, commonly known as flu, is an acute respiratory, highly contagious illness caused by influenza viruses. A clear understanding of influenza seasonality is crucial for guiding prevention and treatment strategies, including decisions on vaccination timing to prevent outbreaks. While well documented in temperate regions, data on influenza epidemiology in tropical areas, particularly sub-Saharan Africa, remain limited. We described the types, subtypes and positivity rate of seasonal influenza in Uganda during 2019-2023. Methods: We abstracted data from the National Influenza database on positive seasonal influenza cases confirmed by Polymerase Chain Reaction. The cases were disaggregated by age group, sex, region, month and year of reporting. Using Microsoft excel, we calculated the influenza positivity rate and disaggregated it by strain, sex, age, region and time. Test positivity rate was computed as the number of positive cases as a percentage of the total samples tested. Results: Among 17,957 individuals tested, the overall positivity rate for seasonal influenza was 5% (936 cases). Positivity was higher among males compared to females (7% vs. 4%), with children aged 5-9 years having the highest positivity rate (16%), while individuals aged 50-54 years had the lowest (1%). The median positivity rate was 4%, with a range of 1-16%. Regionally, the central region reported a positivity rate of 5%, with rates across all regions ranging from 5% to 8%. Over time, there was a gradual decline in positivity rates, decreasing from 16.5% in 2019 to 5.3% in 2023. Seasonal influenza exhibited bimodal peaks, with the primary peak occurring between March and May and a secondary peak from October to December. Influenza A was the predominant strain, accounting for 70% of seasonal influenza cases (669/936). Among the Influenza A subtypes, H3N2 was most common, representing 63% of cases (425/669). Conclusions: The declining seasonal influenza positivity rates from 2019 to 2023 and the predominance of Influenza A and H3N2 highlight the need for sustained surveillance in Uganda. Given Influenza A's high genetic variability and potential for novel strain emergence, monitoring circulating strains, informing vaccine development, and implementing targeted interventions for high-risk groups and regions are critical to controlling and preventing outbreaks.

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Epidemiology of Shigella sonnei and Shigella flexneri in the Global Pediatric Diarrhea Surveillance network, 2017-2022

Liu, J.; Lewontin, M.; Elwood, S. E.; Iyer, S. S.; Antoni, S.; Rey-Bonito, G.; Ortiz, C.; Weldegebriel, G.; Biey, J.; Mwenda, J. M.; Pastore, R.; Videbaek, D.; Singh, S.; Njambe, E.; Sangal, L.; Dhongde, D.; Grabovac, V.; Logronio, J.; Fahmy, K.; Ghoniem, A.; Armah, G.; Dennis, F. E.; Seheri, M. L.; Magagula, N.; Rakau-Nondela, K.; Fumian, T. M.; Maciel, I. T. A.; Samoilovich, E.; Semeiko, G.; Varghese, T.; Thomas, S.; Bines, J. E.; Li, D.; Kabir, F.; Houpt, E. R.; Mulders, M. N.; Soeters, H. M.; Platts-Mills, J. A.

2026-09-15 epidemiology 10.64898/2026.09.14.26363009 medRxiv
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Background Shigella is a leading cause of diarrhea in children in low- and middle-income countries (LMICs). Optimizing the impact of vaccines necessitates an accurate characterization of Shigella serotype prevalence. We describe the burden, epidemiology and characteristics of S. sonnei and S. flexneri diarrhea in the Global Pediatric Diarrhea Surveillance (GPDS) network. Methods GPDS is a World Health Organization-coordinated surveillance network investigating the etiology of hospitalized diarrhea among children aged <5 years. GPDS enrolls children hospitalized with diarrhea at 38 sentinel surveillance sites in 31 LMICs. Randomly selected stool specimens from these children were tested by quantitative polymerase chain reaction to detect a broad range of enteropathogens as well as to identify S. sonnei and S. flexneri serotypes. We estimated pathogen-specific attributable fractions and incidence of diarrheal hospitalizations. Results During 2017-2022, GPDS enrolled 70,750 children aged <5 years hospitalized with diarrhea, of which 16,458 (23.3%) were randomly selected for qPCR testing. Globally, Shigella caused 9.8% (95% Confidence Interval [CI]: 8.4, 11.3) of hospitalized diarrhea, with 28.3% of cases occurring in children aged {pound}12 months. The estimated attributable incidence of Shigella-associated diarrhea hospitalizations decreased from 1.27 (95% CI: 0.95, 1.64) per 1,000 child years in 2017-2018 to 0.88 (0.67, 1.10) in 2021-2022. Among typeable Shigella cases, 34.8% were S. sonnei, 24.2% were S. flexneri 2a, and 9.9% were S. flexneri 1b. Vaccines currently in development would cover an estimated 59.0% to 72.2% of cases. Conclusions These findings support the role of Shigella as an important cause of the most severe diarrhea in young children. The breadth of homotypic protection provided by Shigella vaccines in clinical development varied by region, and these broadly representative data can aid in prioritization. Non-dysenteric Shigella could not be readily differentiated from other causes of hospitalized diarrhea based on clinical characteristics.

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Association between Plasmodium falciparum Kelch13 mutations and malaria parasite clearance half-life after artemisinin-based therapy: an updated WWARN systematic review and individual patient data meta-analysis

van Wyk, S.; WWARN KELCH13 STUDY GROUP, ; Rosenthal, P. J.; Guerin, P.; Dhorda, M.; Barnes, K. I.; Dahal, P.

2026-09-10 infectious diseases 10.64898/2026.09.08.26362414 medRxiv
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Background: Artemisinin-based combination therapies remain the first-line treatment for uncomplicated Plasmodium falciparum malaria. Plasmodium falciparum Kelch13 mutations emerge and spread within distinct malaria epidemiological and immunological contexts, shaping the expression of artemisinin resistance (ART-R). Understanding the clinical phenotypes of these mutations requires evaluation across diverse transmission settings and geographic regions. Methods: A systematic review (SR) and individual patient data meta-analysis (IPDMA) were conducted (PROSPERO: CRD42019133366) to identify studies that included serial parasite density measurements and Kelch13 genotyping. Associations between Kelch13 mutations and parasite clearance half-lives (PC1/2) and Day 3 parasite positivity were assessed. Receiver operating characteristic (ROC) analyses identified PC1/2 thresholds most strongly associated with relevant Kelch13 mutations. Findings: The SR identified 86 eligible studies, and individual patient data were obtained from 45 studies (n=16,823 patients from 539 study sites in 33 countries). After excluding hyperparasitaemia, Day 3 parasite positivity exceeded 10% overall across all WHO-validated, candidate, and potential mutations, but not for other Kelch13 mutations. Parasite clearance rates were consistently shorter in moderate-to-high-transmission than in lower-transmission areas. The WHO threshold PC1/2>5h had a sensitivity of 36% (27.9-44.6) for detecting WHO-validated mutations in moderate-to-high transmission areas and 81% (78.5-82.8) in lower transmission areas. In moderate-to-high transmission settings, a PC1/2 threshold of 3.1h optimally discriminated WHO-validated mutations (ROC AUC 0.78; 95% CI 0.74-0.82; sensitivity 75% (95% CI:67%-82%); specificity 71%, 95% CI: 69%-73%). Additional emerging Kelch13 mutations associated with delayed parasite clearance were identified in relatively small African and Asian sample sets. Interpretation: Compared with WT parasites, parasites carrying WHO-validated ART-R mutations were associated with a 34%- 59% longer mean PC1/2, regardless of endemicity, treatment regimen, or age. Given the low sensitivity of the PC1/2>5h threshold for identifying WHO-validated ART-R parasites in moderate-to-high transmission settings, where its recalibration is indicated. Broader genotyping is warranted for identifying emerging Kelch13 mutations associated with delayed parasite clearance.

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Clinical Phenotypes of Post-Acute Sequelae of SARS-CoV-2 (PASC) Infection: A Longitudinal Cohort Study from Karachi, Pakistan

Khanum, I.; Ahmed, K.; Munir, T.; Zia, H.; Saif, W.; Sadia, H.; Mahmood, S. F.; Nasir, N.; Ghias, K.; Rabinowitz, P.; Van Voorhis, W.; Iqbal, N. T. T.

2026-09-08 infectious diseases 10.64898/2026.09.04.26361413 medRxiv
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Post Acute Sequelae of SARS CoV 2 infection, or PASC, is an emerging public health concern. Longitudinal data from South Asia remain limited and the burden of persistent symptoms in Pakistan is not well characterized. This study examined the long term clinical course of PASC and its relationship with fecal viral shedding and serotonin levels over a 12 month follow up period. We conducted a prospective longitudinal study of individuals with PASC. Participants underwent serial assessments of clinical symptoms, stool SARS CoV 2 RNA detection, and serum serotonin measurements. A symptom score was developed using 22 symptoms reported by more than 30 percent of participants. Participants were predominantly female with 60 percent female participation and a mean age of 42.1 years. Overall, 66 percent were overweight or obese and 23 percent reported multiple SARS CoV 2 reinfections. Symptom burden decreased significantly at 9 months and 12 months compared with baseline. Despite overall improvement, several symptoms persisted. Myalgia remained common, increasing slightly from 60 percent at baseline to 63 percent at 12 months. Musculoskeletal symptoms remained stable at approximately 60 percent. Neurocognitive symptoms declined from 40 percent to 31.3 percent, whereas psychological symptoms increased slightly from 40 percent to 45.8 percent. Fecal viral shedding was detected in 50 percent of participants and demonstrated intermittent or persistent patterns. Significant associations between fecal shedding and symptoms emerged at 6 months, particularly breathlessness, fatigue, weakness, and joint pain. Serotonin levels were comparable to those reported during acute COVID 19 infection. PASC symptoms including myalgia, joint pain, weakness, and fatigue persisted for up to one year after infection. The association between ongoing fecal viral shedding and persistent symptoms suggests that viral persistence and sustained physiological disturbances may contribute to Long COVID pathogenesis in a subset of individuals.

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Interactions between respiratory viruses in US adults and children: a prospective cohort study

Hoffman, K. L.; Weil, A. A.; Wetzler, E. A.; Akinola, B. O.; Beauge, A.; Andy, C.; Adams, A.; Frivold, C.; Cox, S. N.; Ehmen, B.; Hatchie, T.; Clark, E. L.; Drummond, M.; Englund, J.; Han, P. D.; Kuntz, J. L.; Lo, N. C.; Lockwood, C.; Starita, L.; Mularski, R. A.; Naleway, A. L.; Carone, M.; Chu, H. Y.

2026-10-19 infectious diseases 10.64898/2026.10.15.26365672 medRxiv
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Background: The relationship between recent viral infection and subsequent susceptibility to, or protection against, other viruses remains unclear, particularly across ages and symptom status. Methods: A prospective cohort study enrolled participants aged 6 months to 49 years in Washington and Oregon, USA, 2022-2024. Weekly nasal swabs were tested for SARS-CoV-2, respiratory syncytial virus (RSV), and influenza A/B; additional swabs were collected during symptomatic illness and were also tested for parainfluenza (PIV) 1-4, endemic human coronaviruses (hCOV), adenovirus, human metapneumovirus, human rhinovirus (hRV), and enteroviruses. Proportional hazards regression models were used to characterize associations between incident symptomatic infection (illness) and history of recent illness due to other viruses (within 1-7, 8-14, 15-30, 31-60, 61-90, 91-180 days), adjusted for geographic region, age, sex, daycare/school/work attendance, household size, and number of children in the household. For SARS-CoV-2, influenza, and RSV, these analyses were repeated to study incidence of infection (including asymptomatic cases). Findings: Of 3,560 participants, 2,969 (83%) had [&ge;]1 illness over 4,299 person-years. Adjusted hazard ratios (aHRs) in the short term ([&le;]2 weeks) after an illness were predominantly below 1, indicating that recent viral illness was often associated with lower risk of subsequent illness with other viruses. Across age groups, recent hRV illness was associated with lower risk of hCOV, PIV, and RSV illness (aHRs 0.07-0.27). SARS-CoV-2 illness was associated with a higher short-term risk of adenovirus and PIV illness (aHRs 3.20-3.33). In children aged 6 months-4 years, recent influenza illness was associated with higher short-term risk of SARS-CoV-2 illness. Including asymptomatic infections generally attenuated these associations. Interpretation: Some viral illnesses may alter short-term susceptibility to subsequent viral illnesses. Interactions may differ by age and symptom status. Funding: US Centers for Disease Control and Prevention; Washington State Department of Health.

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Efficiency of a Multi-step Screening and Enrichment Process for Prospective Sepsis Cohort Enrollment

Cosimi, L. A.; Qi, W.; Naz-McLean, S.; Pan, K.; Li, S.; Laibinis, H. H.; Rooney, A. R.; Moran, C.; Valentine, G. C.; Hwang, S.; Deguine, J.; Pickard, J.; Hung, D. T.; Woolley, A. E.

2026-10-09 infectious diseases 10.64898/2026.10.07.26364969 medRxiv
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Background: Host response and biomarker research to advance sepsis therapeutics requires well-characterized cohorts with longitudinal biospecimens across a range of hosts and infections. Automated screening based on SIRS criteria is sensitive but nonspecific and identifies more candidates than research teams can approach, sample, and follow longitudinally. We evaluated a structured enrichment review by non-physician study staff, done after automated screening in a hospital-wide prospective sepsis cohort. Methods: The CISID cohort is a prospective observational study of hospitalized patients with suspected sepsis, enrolling adults from the ED, inpatient wards, and ICUs at a tertiary academic medical center. Patients were identified through: (1) automated electronic health record screening for two or more SIRS criteria with a 24-hour lookback, documentation of microbiologic culture or PCR, and receipt of a new antibiotic; (2) a sepsis enrichment step of structured chart review by trained non-physician study staff; and (3) discussion with the primary clinical team. Enrolled patients underwent physician adjudication into four diagnostic categories. To evaluate the enrichment step, we analyzed all patients screened during a 9-week period, assigned a composite "sepsis-likely" variable (CDC Adult Sepsis Event criteria or ICD-10 code R65.20/R65.21 within 48 hours before or after screening), and assessed mortality across each stage of screening. We also assessed concordance of the composite with physician adjudication among enrolled patients. Results: From November 2023 through February 2026, 4,318 patients screened in through EHR-based automated screening; 1,220 (28%) were flagged for enrollment, and 288 were enrolled. Physician adjudication classified 209 (73%) as sepsis, 46 (16%) as infection without sepsis, 14 (5%) were classified as undifferentiated critical illness, and 19 (6.6%) as non-infectious sepsis mimics. Patients with sepsis were severely ill (median SOFA score, 9; ICU admission, 80%; shock, 48%), and 51% were immunocompromised; mortality was 14% in hospital and 27% at 90 days. In a 9-week sample of 907 screened encounters, 21% of those deferred and 70% of those flagged for enrollment met the sepsis-likely composite, a 3.3-fold increase in prevalence after structured study team review. Conclusions: A brief structured enrichment review after automated screening tripled the prevalence of EHR-based sepsis indicators among patients selected for enrollment, while concentrating enrollment efforts on roughly one-quarter of screened-in patients in this hospital-wide, all-source suspected-sepsis cohort. This approach may help prospective cohorts direct limited biospecimen resources toward patients most informative for host-response and biomarker research.

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Diagnostic accuracy of anti-HlyE and LPS antibodies in typhoid intestinal perforation in Niger

Ackah, E. B.; Nyantakyiwaa, B.; Owusu, M.; Kissi, I.; Shafer, K.; Sukri, L.; Hobbs, L.; Samaila, I.; Datta, S.; Munroe, C.; Adu-Sarkodie, Y.; Owusu-Dabo, E.; Andrews, J. R.; Neuzil, K. M.; Sanoussi, Y.; Laurens, M. B.; Charles, R.

2026-10-08 infectious diseases 10.64898/2026.10.06.26364924 medRxiv
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Typhoid intestinal perforation (TIP) is a late complication of Salmonella enterica serovar Typhi infection, and blood cultures, if available, are often negative at this stage, making etiologic confirmation challenging. In areas without access to blood culture diagnostics, TIP incidence can serve as a proxy for enteric fever burden. Antibodies against hemolysin E (HlyE) and S. Typhi lipopolysaccharide (LPS) are promising serologic markers for typhoid, but their diagnostic utility for TIP remains unclear. In this study, we assessed the diagnostic accuracy of anti-HlyE and anti-LPS IgG and IgA antibodies measured by kinetic enzyme immunoassay in children undergoing emergency laparotomy for acute abdomen in Niger. Dried blood spots (DBS) were collected pre-operatively (baseline) and within 30 days post-hospital discharge (convalescence). Patients classified intraoperatively as TIP (n = 341) or as confirmed non-typhoid-related alternative etiology (i.e., controls, n = 48) were included in this serologic analysis. The primary analyses were conducted in a longitudinal sub-cohort of 122 TIP cases and 33 controls in whom all four anti-HlyE and anti-LPS IgA and IgG responses were measured at baseline and at convalescence. Anti-HlyE IgA and anti-LPS IgA were additionally measured at baseline in the full analytic cohort. In the primary analysis, all antigen-antibody isotype combinations distinguished TIP cases from controls with high accuracy: anti-HlyE IgA (AUC 0.94), anti-HlyE IgG (AUC 0.94), anti-LPS IgA (AUC 0.96), and anti-LPS IgG (AUC 0.96). Anti-HlyE IgA and anti-LPS IgA performed similarly in the full cohort (AUC 0.93 and 0.93, respectively), supporting the representativeness of the sub-cohort. Anti-LPS IgG showed the best overall performance (99% sensitivity, 94% specificity), exceeding that of all other individual markers, and combining markers did not improve diagnostic accuracy. Diagnostic performance at convalescence was similar to or lower than that observed at presentation. Overall, anti-HlyE and anti-LPS antibodies showed high diagnostic accuracy for TIP at presentation, extending the potential utility of these serologic markers for supporting the diagnosis of typhoid-associated intestinal perforation and improving surveillance of severe typhoid disease when patients present with late-stage complications. Our findings show that serologic testing could improve case detection and burden estimation of enteric fever and its complications in resource-limited settings.

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Zero-Cost Digital Automation for Scalable Assessment in a National Mechanical Ventilation Curriculum

Ahluwalia, A. K.; Tran, K. N.; Staitieh, B. S.; Keller, M. B.; Sun, J.; Lee, B. W.; Seam, N.; For the Critical Care Education Research Consortium,

2026-09-17 medical education 10.64898/2026.09.11.26362682 medRxiv
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Background As medical education transitions toward competency-based models, longitudinal programs emphasizing deliberate practice and repeated assessment are essential for mastery of complex concepts. Frequent formative assessment requirements, limited expert pools, and growing cohorts that outpace traditional infrastructure create substantial scalability constraints. Preceptorial programs, in which learners demonstrate mastery to expert educators, are particularly vulnerable. As enrollment expands, administrative demands for portfolio tracking, examination logistics, and case development fall disproportionately on the volunteer expert educators who sustain them. Objective We sought to implement a unified, zero-cost digital infrastructure to support scalable formative and summative assessment of a multi-center year-long mechanical ventilation preceptorial program while minimizing administrative burden for expert educators. Methods We implemented two complementary digital systems built on the Google ecosystem, requiring no institutional licensing or IT support. For formative tracking, we first deployed a standardized WP with defined milestone deadlines and a zero-cost automated tracking and reminder system. Completion of the fall milestone was compared between Fall 2024 (manual educator-dependent tracking and reminders) and Fall 2025 (standardized requirements plus automated tracking). For summative assessment, we also deployed an automatically graded multiple-choice case-based waveform examination (CBWE), operationalizing an expert-defined partial-credit scoring rubric. Results There was a 7.7-fold increase in the total number of waveforms submitted (194 images in Fall 2024 to 1498 images in Fall 2025). Portfolio submission rate rose from 45.6% (31/68 learners) in Fall 2024 to 68.5% (63/92 learners) in Fall 2025. Among learners who submitted their portfolios, the proportion submitting all required waveforms increased from 29.0% to 55.6%. Proof-of-concept automated CBWE grading confirmed scoring accuracy, eliminated 8.5 hours of manual grading per grader per cycle, generated item-level analytics, and demonstrated capacity for immediate individualized learner feedback. Conclusion A unified, zero-cost digital infrastructure addressed parallel administrative and content scarcity constraints limiting scalability of a national MV preceptorial program. By reallocating administrative burden away from expert faculty, these tools preserve the high-fidelity teaching relationship at the core of the preceptorial model while enabling it to operate at scale, ultimately providing a replicable model for competency-based assessment in diverse training environments.