Cargando…

Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study

The COVID-19 disease presents a large range of clinical manifestations and includes asymptomatic, mild, and severe cases. The level of severity is related to parameters associated with immunity, genetics, and biochemistry. Africa shows one of the lowest COVID-19 fatality rates but very few data on t...

Descripción completa

Detalles Bibliográficos
Autores principales: N’dilimabaka, Nadine, Mounguegui, Dieudonné Mounguegui, Lekana-Douki, Sonia Etenna, Yattara, Marisca Kandet, Obame-Nkoghe, Judicaël, Longo-Pendy, Neil Michel, Koumba, Ingrid Precilya Koumba, Mve-Ella, Octavie Lauris Banga, Moukouama, Schedy Koumba, Dzembo, Cresh Emelya, Bolo, Lauriane Yacka, Biyie-Bi-Ngoghe, Prudence, Mangouka, Guignali Laurette, Nzenze, Jean-Raymond, Lekana-Douki, Jean-Bernard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816336/
https://www.ncbi.nlm.nih.gov/pubmed/36619758
http://dx.doi.org/10.3389/fcimb.2022.975712
_version_ 1784864511186960384
author N’dilimabaka, Nadine
Mounguegui, Dieudonné Mounguegui
Lekana-Douki, Sonia Etenna
Yattara, Marisca Kandet
Obame-Nkoghe, Judicaël
Longo-Pendy, Neil Michel
Koumba, Ingrid Precilya Koumba
Mve-Ella, Octavie Lauris Banga
Moukouama, Schedy Koumba
Dzembo, Cresh Emelya
Bolo, Lauriane Yacka
Biyie-Bi-Ngoghe, Prudence
Mangouka, Guignali Laurette
Nzenze, Jean-Raymond
Lekana-Douki, Jean-Bernard
author_facet N’dilimabaka, Nadine
Mounguegui, Dieudonné Mounguegui
Lekana-Douki, Sonia Etenna
Yattara, Marisca Kandet
Obame-Nkoghe, Judicaël
Longo-Pendy, Neil Michel
Koumba, Ingrid Precilya Koumba
Mve-Ella, Octavie Lauris Banga
Moukouama, Schedy Koumba
Dzembo, Cresh Emelya
Bolo, Lauriane Yacka
Biyie-Bi-Ngoghe, Prudence
Mangouka, Guignali Laurette
Nzenze, Jean-Raymond
Lekana-Douki, Jean-Bernard
author_sort N’dilimabaka, Nadine
collection PubMed
description The COVID-19 disease presents a large range of clinical manifestations and includes asymptomatic, mild, and severe cases. The level of severity is related to parameters associated with immunity, genetics, and biochemistry. Africa shows one of the lowest COVID-19 fatality rates but very few data on the biochemical markers of COVID-19 in patients and the factors associated with disease severity are available for the continent. In Gabon, the COVID-19 fatality rate is only 0.63% but almost no data on biomarkers in COVID-19 patients have been published. Both the number of COVID-19 cases and the mortality rate reported in Africa in general, and in Gabon in particular, are lower than in non-African countries. As such, understanding the factors associated with disease severity in Gabonese patients is a crucial step to better understand the disease in the African context and prepare for future COVID-19 waves and other epidemics of emerging diseases. Here, we compared biochemical and hematological markers among 753 Gabonese COVID-19 patients with asymptomatic (184/753), mild/moderate (420/753), and severe/critical (149/753) forms of the disease using an Analysis of Variance (ANOVA) or a Kruskal-Wallis (KW) test. We modeled these parameters together with comorbidities, age, and sex to predict factors associated with disease severity by using a "binomial generalized linear model" utilizing the "package" stats of R software version 4.0.2. Our results showed that almost all the biochemical and hematological parameters (except creatinine, phosphorus, D-dimers, platelets, and monocytes) varied according to disease severity. However, age and the dysfunction of organs like the kidney, liver, and lung together with the decrease of electrolytes (chloride, potassium, and sodium) are the best predictors of disease severity in Gabonese patients.
format Online
Article
Text
id pubmed-9816336
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-98163362023-01-07 Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study N’dilimabaka, Nadine Mounguegui, Dieudonné Mounguegui Lekana-Douki, Sonia Etenna Yattara, Marisca Kandet Obame-Nkoghe, Judicaël Longo-Pendy, Neil Michel Koumba, Ingrid Precilya Koumba Mve-Ella, Octavie Lauris Banga Moukouama, Schedy Koumba Dzembo, Cresh Emelya Bolo, Lauriane Yacka Biyie-Bi-Ngoghe, Prudence Mangouka, Guignali Laurette Nzenze, Jean-Raymond Lekana-Douki, Jean-Bernard Front Cell Infect Microbiol Cellular and Infection Microbiology The COVID-19 disease presents a large range of clinical manifestations and includes asymptomatic, mild, and severe cases. The level of severity is related to parameters associated with immunity, genetics, and biochemistry. Africa shows one of the lowest COVID-19 fatality rates but very few data on the biochemical markers of COVID-19 in patients and the factors associated with disease severity are available for the continent. In Gabon, the COVID-19 fatality rate is only 0.63% but almost no data on biomarkers in COVID-19 patients have been published. Both the number of COVID-19 cases and the mortality rate reported in Africa in general, and in Gabon in particular, are lower than in non-African countries. As such, understanding the factors associated with disease severity in Gabonese patients is a crucial step to better understand the disease in the African context and prepare for future COVID-19 waves and other epidemics of emerging diseases. Here, we compared biochemical and hematological markers among 753 Gabonese COVID-19 patients with asymptomatic (184/753), mild/moderate (420/753), and severe/critical (149/753) forms of the disease using an Analysis of Variance (ANOVA) or a Kruskal-Wallis (KW) test. We modeled these parameters together with comorbidities, age, and sex to predict factors associated with disease severity by using a "binomial generalized linear model" utilizing the "package" stats of R software version 4.0.2. Our results showed that almost all the biochemical and hematological parameters (except creatinine, phosphorus, D-dimers, platelets, and monocytes) varied according to disease severity. However, age and the dysfunction of organs like the kidney, liver, and lung together with the decrease of electrolytes (chloride, potassium, and sodium) are the best predictors of disease severity in Gabonese patients. Frontiers Media S.A. 2022-12-23 /pmc/articles/PMC9816336/ /pubmed/36619758 http://dx.doi.org/10.3389/fcimb.2022.975712 Text en Copyright © 2022 N’dilimabaka, Mounguegui, Lekana-Douki, Yattara, Obame-Nkoghe, Longo-Pendy, Koumba, Mve-Ella, Moukouama, Dzembo, Bolo, Biyie-Bi-Ngoghe, Mangouka, Nzenze and Lekana-Douki https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cellular and Infection Microbiology
N’dilimabaka, Nadine
Mounguegui, Dieudonné Mounguegui
Lekana-Douki, Sonia Etenna
Yattara, Marisca Kandet
Obame-Nkoghe, Judicaël
Longo-Pendy, Neil Michel
Koumba, Ingrid Precilya Koumba
Mve-Ella, Octavie Lauris Banga
Moukouama, Schedy Koumba
Dzembo, Cresh Emelya
Bolo, Lauriane Yacka
Biyie-Bi-Ngoghe, Prudence
Mangouka, Guignali Laurette
Nzenze, Jean-Raymond
Lekana-Douki, Jean-Bernard
Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study
title Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study
title_full Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study
title_fullStr Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study
title_full_unstemmed Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study
title_short Biochemical and hematological factors associated with COVID-19 severity among Gabonese patients: A retrospective cohort study
title_sort biochemical and hematological factors associated with covid-19 severity among gabonese patients: a retrospective cohort study
topic Cellular and Infection Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9816336/
https://www.ncbi.nlm.nih.gov/pubmed/36619758
http://dx.doi.org/10.3389/fcimb.2022.975712
work_keys_str_mv AT ndilimabakanadine biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT moungueguidieudonnemounguegui biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT lekanadoukisoniaetenna biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT yattaramariscakandet biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT obamenkoghejudicael biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT longopendyneilmichel biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT koumbaingridprecilyakoumba biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT mveellaoctavielaurisbanga biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT moukouamaschedykoumba biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT dzembocreshemelya biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT bololaurianeyacka biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT biyiebingogheprudence biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT mangoukaguignalilaurette biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT nzenzejeanraymond biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy
AT lekanadoukijeanbernard biochemicalandhematologicalfactorsassociatedwithcovid19severityamonggabonesepatientsaretrospectivecohortstudy