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Johnson DR, Ghosh D, Wagner BD, Carlton EJ. Did COVID-19 ICU patient mortality risk increase as Colorado hospitals filled? A retrospective cohort study. BMJ Open 2024; 14:e079022. [PMID: 38724053 PMCID: PMC11086500 DOI: 10.1136/bmjopen-2023-079022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 04/24/2024] [Indexed: 05/12/2024] Open
Abstract
OBJECTIVES To assess whether increasing levels of hospital stress-measured by intensive care unit (ICU) bed occupancy (primary), ventilators in use and emergency department (ED) overflow-were associated with decreasing COVID-19 ICU patient survival in Colorado ICUs during the pre-Delta, Delta and Omicron variant eras. DESIGN A retrospective cohort study using discrete-time survival models, fit with generalised estimating equations. SETTING 34 hospital systems in Colorado, USA, with the highest patient volume ICUs during the COVID-19 pandemic. PARTICIPANTS 9196 non-paediatric SARS-CoV-2 patients in Colorado hospitals admitted once to an ICU between 1 August 2020 and 1 March 2022 and followed for 28 days. OUTCOME MEASURES Death or discharge to hospice. RESULTS For Delta-era COVID-19 ICU patients in Colorado, the odds of death were estimated to be 26% greater for patients exposed every day of their ICU admission to a facility experiencing its all-era 75th percentile ICU fullness or above, versus patients exposed for none of their days (OR: 1.26; 95% CI: 1.04 to 1.54; p=0.0102), adjusting for age, sex, length of ICU stay, vaccination status and hospital quality rating. For both Delta-era and Omicron-era patients, we also detected significantly increased mortality hazard associated with high ventilator utilisation rates and (in a subset of facilities) states of ED overflow. For pre-Delta-era patients, we estimated relatively null or even protective effects for the same fullness exposures, something which provides a meaningful contrast to previous studies that found increased hazards but were limited to pre-Delta study windows. CONCLUSIONS Overall, and especially during the Delta era (when most Colorado facilities were at their fullest), increasing exposure to a fuller hospital was associated with an increasing mortality hazard for COVID-19 ICU patients.
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Affiliation(s)
- David R Johnson
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Debashis Ghosh
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Brandie D Wagner
- Department of Biostatistics and Informatics, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Elizabeth J Carlton
- Department of Environmental & Occupational Health, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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Núñez I, Amuchastegui A, Vásquez-Salinas A, Díaz S, Caro-Vega Y. Challenges to the HIV Care Continuum During the COVID-19 Pandemic in Mexico: A Mixed Methods Study. AIDS Behav 2024; 28:886-897. [PMID: 37789236 DOI: 10.1007/s10461-023-04195-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/21/2023] [Indexed: 10/05/2023]
Abstract
The COVID-19 pandemic has been reported to disrupt the access to care of people who live with HIV (PWH). The impact of the pandemic on the longitudinal HIV care continuum, however, has not been properly evaluated. We performed a mixed-methods study using data from the Mexican System of Distribution, Logistics, and ART Surveillance on PWH that are cared for in the state of Oaxaca. We evaluated the number of HIV diagnoses performed in the state before and during the pandemic with an interrupted time series. We used the longitudinal HIV care continuum framework to describe the stages of HIV care before and during the pandemic. Finally, we performed a qualitative analysis to determine which were the challenges faced by staff and users regarding HIV care during the pandemic. New HIV diagnoses were lower during the first year of the pandemic compared with the year immediately before. Among 2682 PWH with enough information to determine their status of care, 728 started receiving care during the COVID-19 pandemic and 1954 before the pandemic. PWH engaged before the pandemic spent 42825 months (58.2% of follow-up) in optimal HIV control compared with 3061 months (56.1% of follow-up) for those engaged in care during the pandemic. Staff and users reported decreases in the frequency of appointments, prioritisation of unhealthy users, larger disbursements of ART medication, and novel communication strategies with PWH. Despite challenges due to government cutbacks, changes implemented by staff helped maintain HIV care due to higher flexibility in ART delivery and individualised attention.
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Affiliation(s)
- Isaac Núñez
- Departamento de Educación Médica, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- División de Estudios de Postgrado, Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Ana Amuchastegui
- Departamento de Educación y Comunicación, Universidad Autónoma Metropolitana-Xochimilco, Mexico City, Mexico
| | - Alejandra Vásquez-Salinas
- Centro Ambulatorio Para la Prevención y Atención del Sida E Infecciones de Transmisión Sexual (CAPASITS Oaxaca), Oaxaca, Mexico
| | | | - Yanink Caro-Vega
- Departamento de Infectología, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Vasco de Quiroga # 15, Belisario Domínguez Sección XVI, Tlalpan, 14080, Mexico City, Mexico.
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Alas-Pineda C, Aguilar-Andino D, Vallecillo Munguia FA, Padilla David GM, Umaña AN, Romero Reyes L, Cárcamo A, Osorio AL, Zuniga-Moya J, Montalvan-Sanchez E, Atchley TJ, Laskay NMB, Estevez-Ordonez D, Garner O, Norwood DA. The effect of limited healthcare access on poor outcomes among hospitalized COVID-19 patients in Honduras: A single center cohort study. Heliyon 2024; 10:e24015. [PMID: 38234894 PMCID: PMC10792576 DOI: 10.1016/j.heliyon.2024.e24015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 12/16/2023] [Accepted: 01/02/2024] [Indexed: 01/19/2024] Open
Abstract
Background The COVID-19 pandemic has had a severe impact on the Latin American subcontinent, particularly in areas with limited hospital resources and a restricted Intensive Care Unit (ICU) capacity. This study aimed to provide a comprehensive description of the clinical characteristics, outcomes, and factors associated with survival of COVID-19 hospitalized patients in Honduras. Research question What were the characteristics and outcomes of COVID-19 patients in a large referral center in Honduras? Study design and methods This study employed a retrospective cohort design conducted in a single center in San Pedro Sula, Honduras, between October 2020 to March 2021. All hospitalized cases of confirmed COVID-19 during this timeframe were included in the analysis. Univariable and multivariable survival analysis were performed using Kaplan-Meier curves and Cox proportional hazards model aiming to identify factors associated with decreased 30 day in-hospital survival, using a priori-selected factors. Results A total of 929 confirmed cases were identified in this cohort, with males accounting for 55.4 % of cases. The case fatality rate among the hospitalized patients was found to be 50.1 % corresponding to 466 deaths. Patients with comorbidities such as hypertension, diabetes, obesity, chronic kidney disease, chronic obstructive pulmonary disease and cardiovascular disease had a higher likelihood of mortality. Additionally, non-survivors had a significantly longer time from illness onset to hospital admission compared to survivors (8.2 days vs 4.7 days). Among the cohort, 306 patients (32.9 %) met criteria for ICU admission. However, due to limited capacity, only 60 patients (19·6 %) were admitted to the ICU. Importantly, patients that were unable to receive level-appropriate care had lower likelihood of survival compared to those who received level-appropriate care (hazard ratio: 1.84). Interpretation This study represents, the largest investigation of in-hospital COVID-19 cases in Honduras and Central America. The findings highlight a substantial case fatality rate among hospitalized patients. In this study, patients who couldn't receive level-appropriate care (ICU admission) had a significantly lower likelihood of survival when compared to those who did. These results underscore the significant impact of healthcare access during the pandemic, particularly in low- and middle-income countries.
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Affiliation(s)
- César Alas-Pineda
- Facultad de Medicina y Cirugía, Universidad Católica de Honduras – Campus San Pedro y San Pablo, San Pedro Sula, Cortés, Honduras
- Departamento de Epidemiología, Hospital Nacional Dr. Mario Catarino Rivas, San Pedro Sula, Honduras
| | - David Aguilar-Andino
- Escuela Universitaria de Ciencias de la Salud, Universidad Nacional Autónoma de Honduras en el Valle de Sula, San Pedro Sula, Honduras
- Departamento de Epidemiología, Hospital Nacional Dr. Mario Catarino Rivas, San Pedro Sula, Honduras
| | | | | | - Andrea N. Umaña
- Facultad de Medicina y Cirugía, Universidad Católica de Honduras – Campus San Pedro y San Pablo, San Pedro Sula, Cortés, Honduras
| | - Luis Romero Reyes
- Hospital Nacional Dr. Mario Catarino Rivas, San Pedro Sula, Honduras
| | - Alejandro Cárcamo
- Hospital Nacional Dr. Mario Catarino Rivas, San Pedro Sula, Honduras
| | - Ana Liliam Osorio
- Hospital Nacional Dr. Mario Catarino Rivas, San Pedro Sula, Honduras
| | - Julio Zuniga-Moya
- Department of Epidemiology, School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | | | - Travis J. Atchley
- Department of Neurosurgery, School of Medicine, University of Birmingham at Alabama, AL, USA
| | | | | | - Orlando Garner
- Clinical Assistant Professor, Department of Internal Medicine, Texas Tech University Health Sciences Center at the Permian Basin, TX, USA
| | - Dalton Argean Norwood
- Escuela Universitaria de Ciencias de la Salud, Universidad Nacional Autónoma de Honduras en el Valle de Sula, San Pedro Sula, Honduras
- Division of Preventive Medicine, School of Medicine, University of Birmingham at Alabama, AL, USA
- Minority Health & Health Equity Research Center, University of Birmingham at Alabama, AL, USA
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Park MJ, Hwang J, Ahn J, Park SJ, Song E, Jang A, Choi KM, Baik SH, Yoo HJ. Ischaemic stroke in patients with diabetes requiring urgent procedures during the COVID-19 pandemic in South Korea: a retrospective, nationwide, population-based cohort study using data from the National Emergency Department Information System. BMJ Open 2023; 13:e074381. [PMID: 38097233 PMCID: PMC10729090 DOI: 10.1136/bmjopen-2023-074381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 11/24/2023] [Indexed: 12/18/2023] Open
Abstract
OBJECTIVES The COVID-19 pandemic resulted in suboptimal care for ischaemic stroke. Patients with diabetes mellitus (DM), a high-risk group for stroke, had compromised routine care during the pandemic, which increases the chance of stroke. We examined influence of the COVID-19 pandemic on the management of ischaemic stroke in patients with DM in South Korea. DESIGN Retrospective, nationwide, population-based cohort study. SETTING Data from the National Emergency Department Information System. PARTICIPANTS We analysed 11 734 patients diagnosed with acute ischaemic stroke who underwent intravenous thrombolysis or endovascular thrombectomy between 2019 (the reference year) and 2020 (the pandemic year). Among them, 1014 subjects with DM were analysed separately. OUTCOME MEASURES The frequency of emergency department (ED) visits, time from symptom onset to ED, from ED visit to admission and in-hospital mortality were compared between two periods in the overall population and in patients with DM. RESULTS During the pandemic, the incidence of ischaemic stroke requiring urgent procedures increased by 7.57% in total and by 9.03% in patients with DM. Time delay from symptom onset to ED (reference vs pandemic, total: 1.50 vs 1.55 hours; p<0.01) and from ED visit to admission (total: 3.88 vs 3.92 hours; p=0.02) occurred during the pandemic in the overall population, but not significantly in patients with DM specifically. Older patients with DM showed higher chances of intensive care unit (ICU) admission during the pandemic: 53.5% vs 62.8% in age 70-79, 60.5% vs 71.9% in age 80-89 and 20.0% vs 70.8% in age ≥90 years (all p=0.01). There was no significant difference in in-hospital mortality between two periods (total: 8.2% vs 8.4%, p=0.65; DM: 8.1% vs 6.7%, p=0.25). CONCLUSIONS During the COVID-19 pandemic, the incidence of ischaemic stroke requiring urgent procedures increased, and older patients with DM showed a higher ICU admission rate. However, the pandemic was not associated with an increased in-hospital stroke mortality.
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Affiliation(s)
- Min Jeong Park
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jeongeun Hwang
- Division of Medical Oncology, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
- Department of Medical IT Engineering, Soonchunhyang University College of Medical Sciences, Asan, Republic of Korea
| | - Jonghwa Ahn
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Seoul Medical Center, Seoul, Republic of Korea
| | - Sung Joon Park
- Department of Emergency Medicine, Korea University Guro Hospital, Seoul, Republic of Korea
| | - Eyun Song
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Ahreum Jang
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Kyung Mook Choi
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Sei Hyun Baik
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Hye Jin Yoo
- Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
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Núñez I. Home or hospital? An observational study of what affects the place of death of people with COVID-19 in Mexico. Trans R Soc Trop Med Hyg 2023; 117:663-667. [PMID: 37099410 DOI: 10.1093/trstmh/trad025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Revised: 03/20/2023] [Accepted: 04/16/2023] [Indexed: 04/27/2023] Open
Abstract
BACKGROUND Out-of-hospital deaths increased during peak coronavirus disease 2019 (COVID-19) pandemic periods. However, aside from COVID-19 severity, which variables are related to being hospitalized have not been properly studied. We examine the association of several variables with dying at home from COVID-19 as opposed to in a hospital. METHODS We used COVID-19 open data from Mexico City from March 2020 until February 2021. A causal model was prespecified to identify variables of interest. Adjusted logistic regressions were performed to calculate ORs for associations between variables of interest and dying out of hospital due to COVID-19. RESULTS Among 61 112 people who died due to COVID-19, 8080 died out of hospital. Older age (OR 3.49, age 90 vs 60 y), male sex (OR 1.18) and higher bed occupancy (OR 2.68, 90% vs 50% occupancy) were positively associated with dying outside of hospital. CONCLUSION Older age could confer different patient wishes or less ability to look for healthcare. Higher bed occupancy may have prevented hospital admission from people who required in-hospital care.
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Affiliation(s)
- Isaac Núñez
- D ep artm ent of Medical Education, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, 14080 Mexico City, Mexico
- Division of Postgraduate Studies, Faculty of Medicine, Universidad Nacional Autónoma de México, 04360 Mexico City, Mexico
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Núñez I, Gillard J, Fragoso-Saavedra S, Feyaerts D, Islas-Weinstein L, Gallegos-Guzmán AA, Valente-García U, Meyerowitz J, Kelly JD, Chen H, Ganio E, Benkendorff A, Flores-Gouyonnet J, Dammann-Beltrán P, Heredia-González JF, Rangel-Gutiérrez GA, Blish CA, Nadeau KC, Nolan G, Crispín JC, McIlwain DR, Gaudillière B, Valdés-Ferrer SI. Longitudinal clinical phenotyping of post COVID condition in Mexican adults recovering from severe COVID-19: a prospective cohort study. Front Med (Lausanne) 2023; 10:1236702. [PMID: 37727759 PMCID: PMC10505811 DOI: 10.3389/fmed.2023.1236702] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Accepted: 08/08/2023] [Indexed: 09/21/2023] Open
Abstract
Introduction Few studies have evaluated the presence of Post COVID-19 conditions (PCC) in people from Latin America, a region that has been heavily afflicted by the COVID-19 pandemic. In this study, we describe the frequency, co-occurrence, predictors, and duration of 23 symptoms in a cohort of Mexican patients with PCC. Methods We prospectively enrolled and followed adult patients hospitalized for severe COVID-19 at a tertiary care centre in Mexico City. The incidence of PCC symptoms was determined using questionnaires. Unsupervised clustering of PCC symptom co-occurrence and Kaplan-Meier analyses of symptom persistence were performed. The effect of baseline clinical characteristics was evaluated using Cox regression models and reported with hazard ratios (HR). Results We found that amongst 192 patients with PCC, respiratory problems were the most prevalent and commonly co-occurred with functional activity impairment. 56% had ≥5 persistent symptoms. Symptom persistence probability at 360 days 0.78. Prior SARS-CoV-2 vaccination and infection during the Delta variant wave were associated with a shorter duration of PCC. Male sex was associated with a shorter duration of functional activity impairment and respiratory symptoms. Hypertension and diabetes were associated with a longer duration of functional impairment. Previous vaccination accelerated PCC recovery. Discussion In our cohort, PCC symptoms were frequent (particularly respiratory and neurocognitive ones) and persistent. Importantly, prior SARS-CoV-2 vaccination resulted in a shorter duration of PCC.
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Affiliation(s)
- Isaac Núñez
- Department of Medical Education, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Division of Postrgraduate Studies, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Joshua Gillard
- Section Pediatric Infectious Diseases, Laboratory of Medical Immunology, Radboud Institute for Molecular Life Sciences, Nijmegen, Netherlands
- Radboud Center for Infectious Diseases, Radboud University Medical Center, Nijmegen, Netherlands
- Center for Molecular and Biomolecular Informatics, Radboud University Medical Center, Nijmegen, Netherlands
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Sergio Fragoso-Saavedra
- Department of Medical Education, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Division of Postrgraduate Studies, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico
- Combined Study Plan in Medicine, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Dorien Feyaerts
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - León Islas-Weinstein
- Department of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Angel A. Gallegos-Guzmán
- Department of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Uriel Valente-García
- Department of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Justin Meyerowitz
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - J. Daniel Kelly
- Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, United States
- Institute for Global Health Sciences, UCSF, San Francisco, CA, United States
- F.IProctor Foundation, UCSF, San Francisco, CA, United States
| | - Han Chen
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Edward Ganio
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Alexander Benkendorff
- Institute of Neuropathology, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Jaime Flores-Gouyonnet
- Department of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Pedro Dammann-Beltrán
- Department of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | | | - Gabriela A. Rangel-Gutiérrez
- Combined Study Plan in Medicine, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Catherine A. Blish
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
- Chan Zuckerberg Biohub, San Francisco, CA, United States
- Division of Infectious Diseases, Stanford University, Stanford, CA, United States
| | - Kari C. Nadeau
- Department of Medicine, Stanford University School of Medicine, Stanford, CA, United States
- Sean N. Parker Center for Allergy and Asthma Research, Stanford University, Stanford, CA, United States
- Division of Pulmonary, Allergy, and Critical Care Medicine, Stanford University, Stanford, CA, United States
- Institute for Immunity, Transplantation, and Infectious Diseases, Stanford University, Stanford, CA, United States
| | - Garry Nolan
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, United States
| | - Jose C. Crispín
- School of Medicine and Health Sciencies, Tecnologico de Monterrey, Mexico City, Mexico
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - David R. McIlwain
- Department of Microbiology and Immunology, Stanford University School of Medicine, Stanford, CA, United States
| | - Brice Gaudillière
- Department of Anesthesiology, Perioperative and Pain Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Sergio I. Valdés-Ferrer
- Department of Neurology & Psychiatry, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Center for Biomedical Science, Feinstein Institutes for Medical Research, New York, NY, United States
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Núñez I, Soto-Mota A. Uneven Resources Threaten Causal Consistency in Randomized Trials. Epidemiology 2023; 34:531-534. [PMID: 36976717 DOI: 10.1097/ede.0000000000001616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/29/2023]
Affiliation(s)
- Isaac Núñez
- From the Department of Medical Education, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
- Division of Postgraduate Studies, Faculty of Medicine, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Adrian Soto-Mota
- Metabolic Diseases Research Unit, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
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