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Lecona OA, Arroyo-Valerio AG, Bueno-Hernández N, Carrillo-Ruíz JD, Ruelas L, Márquez-Franco R, Aguado-García A, Barrón EV, Escobedo G, Ibarra-Coronado E, Olguín-Rodríguez PV, Barajas-Martínez A, Rivera AL, Fossion R. Risk factors contributing to infection with SARS-CoV-2 are modulated by sex. PLoS One 2024; 19:e0297901. [PMID: 38416704 PMCID: PMC10901358 DOI: 10.1371/journal.pone.0297901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 01/15/2024] [Indexed: 03/01/2024] Open
Abstract
Throughout the early stages of the COVID-19 pandemic in Mexico (August-December 2020), we closely followed a cohort of n = 100 healthcare workers. These workers were initially seronegative for Immunoglobulin G (IgG) antibodies against SARS-CoV-2, the virus that causes COVID-19, and maintained close contact with patients afflicted by the disease. We explored the database of demographic, physiological and laboratory parameters of the cohort recorded at baseline to identify potential risk factors for infection with SARS-CoV-2 at a follow-up evaluation six months later. Given that susceptibility to infection may be a systemic rather than a local property, we hypothesized that a multivariate statistical analysis, such as MANOVA, may be an appropriate statistical approach. Our results indicate that susceptibility to infection with SARS-CoV-2 is modulated by sex. For men, different physiological states appear to exist that predispose to or protect against infection, whereas for women, we did not find evidence for divergent physiological states. Intriguingly, male participants who remained uninfected throughout the six-month observation period, had values for mean arterial pressure and waist-to-hip ratio that exceeded the normative reference range. We hypothesize that certain risk factors that worsen the outcome of COVID-19 disease, such as being overweight or having high blood pressure, may instead offer some protection against infection with SARS-CoV-2.
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Affiliation(s)
- Octavio A. Lecona
- Doctorado en Ciencias Biomédicas, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | | | - Nallely Bueno-Hernández
- Dirección de Investigación, Hospital General de México Dr. Eduardo Liceaga, Mexico City, Mexico
| | - José Damian Carrillo-Ruíz
- Dirección de Investigación, Hospital General de México Dr. Eduardo Liceaga, Mexico City, Mexico
- Coordinación de Neurociencias, Facultad de Psicología, Universidad Anahuac México, Mexico City, Mexico
| | - Luis Ruelas
- Doctorado en Ciencias Biomédicas, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - René Márquez-Franco
- Doctorado en Ciencias Biomédicas, Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
| | - Alejandro Aguado-García
- Dirección de Investigación, Hospital General de México Dr. Eduardo Liceaga, Mexico City, Mexico
- Centro de Investigación en Ciencias (CInC), Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos, Mexico
| | - Eira Valeria Barrón
- Servicio de Medicina Genómica “Hospital General de México Dr. Eduardo Liceaga, Mexico City, Mexico
| | - Galileo Escobedo
- Dirección de Investigación, Hospital General de México Dr. Eduardo Liceaga, Mexico City, Mexico
| | - Elizabeth Ibarra-Coronado
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Paola V. Olguín-Rodríguez
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Centro de Investigación en Ciencias (CInC), Universidad Autónoma del Estado de Morelos, Cuernavaca, Morelos, Mexico
| | - Antonio Barajas-Martínez
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Ana Leonor Rivera
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Ruben Fossion
- Centro de Ciencias de la Complejidad (C3), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico
- Instituto de Ciencias Nucleares, Universidad Nacional Autónoma de México, Mexico City, Mexico
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Abstract
Metabolic adaptation to viral infections critically determines the course and manifestations of disease. At the systemic level, a significant feature of viral infection and inflammation that ensues is the metabolic shift from anabolic towards catabolic metabolism. Systemic metabolic sequelae such as insulin resistance and dyslipidaemia represent long-term health consequences of many infections such as human immunodeficiency virus, hepatitis C virus and severe acute respiratory syndrome coronavirus 2. The long-held presumption that peripheral and tissue-specific 'immune responses' are the chief line of defence and thus regulate viral control is incomplete. This Review focuses on the emerging paradigm shift proposing that metabolic engagements and metabolic reconfiguration of immune and non-immune cells following virus recognition modulate the natural course of viral infections. Early metabolic footprints are likely to influence longer-term disease manifestations of infection. A greater appreciation and understanding of how local biochemical adjustments in the periphery and tissues influence immunity will ultimately lead to interventions that curtail disease progression and identify new and improved prognostic biomarkers.
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Affiliation(s)
- Clovis S Palmer
- Division of Comparative Pathology, Tulane National Primate Research Center, Covington, LA, USA.
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