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Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations

The outcome of SARS-CoV-2 infection is determined by multiple factors, including the viral, host genetics, age, and comorbidities. This study investigated the association between prognostic factors and disease outcomes of patients infected by SARS-CoV-2 with multiple S protein mutations. Fifty-one C...

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Autores principales: Gunadi, Hakim, Mohamad Saifudin, Wibawa, Hendra, Marcellus, Trisnawati, Ika, Supriyati, Endah, Afiahayati, Khair, Riat El, Iskandar, Kristy, Siswanto, Irene, Anggorowati, Nungki, Daniwijaya, Edwin Widyanto, Nugrahaningsih, Dwi Aris Agung, Puspadewi, Yunika, Simanjaya, Susan, Puspitarani, Dyah Ayu, Hanifin, Hana Fauzyyah, Setiawan, Alvina Alexandra, Tania, Irene, Amalia, Cita Shafira, Artayasa, I. Putu Aditio, Rachman, Haries, Mulyawan, Herdiyanto, Ananda, Nur Rahmi, Arguni, Eggi, Nuryastuti, Titik, Wibawa, Tri
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8560824/
https://www.ncbi.nlm.nih.gov/pubmed/34725366
http://dx.doi.org/10.1038/s41598-021-00459-4
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author Gunadi
Hakim, Mohamad Saifudin
Wibawa, Hendra
Marcellus
Trisnawati, Ika
Supriyati, Endah
Afiahayati
Khair, Riat El
Iskandar, Kristy
Siswanto
Irene
Anggorowati, Nungki
Daniwijaya, Edwin Widyanto
Nugrahaningsih, Dwi Aris Agung
Puspadewi, Yunika
Simanjaya, Susan
Puspitarani, Dyah Ayu
Hanifin, Hana Fauzyyah
Setiawan, Alvina Alexandra
Tania, Irene
Amalia, Cita Shafira
Artayasa, I. Putu Aditio
Rachman, Haries
Mulyawan, Herdiyanto
Ananda, Nur Rahmi
Arguni, Eggi
Nuryastuti, Titik
Wibawa, Tri
author_facet Gunadi
Hakim, Mohamad Saifudin
Wibawa, Hendra
Marcellus
Trisnawati, Ika
Supriyati, Endah
Afiahayati
Khair, Riat El
Iskandar, Kristy
Siswanto
Irene
Anggorowati, Nungki
Daniwijaya, Edwin Widyanto
Nugrahaningsih, Dwi Aris Agung
Puspadewi, Yunika
Simanjaya, Susan
Puspitarani, Dyah Ayu
Hanifin, Hana Fauzyyah
Setiawan, Alvina Alexandra
Tania, Irene
Amalia, Cita Shafira
Artayasa, I. Putu Aditio
Rachman, Haries
Mulyawan, Herdiyanto
Ananda, Nur Rahmi
Arguni, Eggi
Nuryastuti, Titik
Wibawa, Tri
author_sort Gunadi
collection PubMed
description The outcome of SARS-CoV-2 infection is determined by multiple factors, including the viral, host genetics, age, and comorbidities. This study investigated the association between prognostic factors and disease outcomes of patients infected by SARS-CoV-2 with multiple S protein mutations. Fifty-one COVID-19 patients were recruited in this study. Whole-genome sequencing of 170 full-genomes of SARS-CoV-2 was conducted with the Illumina MiSeq sequencer. Most patients (47%) had mild symptoms of COVID-19 followed by moderate (19.6%), no symptoms (13.7%), severe (4%), and critical (2%). Mortality was found in 13.7% of the COVID-19 patients. There was a significant difference between the age of hospitalized patients (53.4 ± 18 years) and the age of non-hospitalized patients (34.6 ± 19) (p = 0.001). The patients’ hospitalization was strongly associated with hypertension, diabetes, and anticoagulant and were strongly significant with the OR of 17 (95% CI 2–144; p = 0.001), 4.47 (95% CI 1.07–18.58; p = 0.039), and 27.97 (95% CI 1.54–507.13; p = 0.02), respectively; while the patients’ mortality was significantly correlated with patients’ age, anticoagulant, steroid, and diabetes, with OR of 8.44 (95% CI 1.5–47.49; p = 0.016), 46.8 (95% CI 4.63–472.77; p = 0.001), 15.75 (95% CI 2–123.86; p = 0.009), and 8.5 (95% CI 1.43–50.66; p = 0.019), respectively. This study found the clade: L (2%), GH (84.3%), GR (11.7%), and O (2%). Besides the D614G mutation, we found L5F (18.8%), V213A (18.8%), and S689R (8.3%). No significant association between multiple S protein mutations and the patients’ hospitalization or mortality. Multivariate analysis revealed that hypertension and anticoagulant were the significant factors influencing the hospitalization and mortality of patients with COVID-19 with an OR of 17.06 (95% CI 2.02–144.36; p = 0.009) and 46.8 (95% CI 4.63–472.77; p = 0.001), respectively. Moreover, the multiple S protein mutations almost reached a strong association with patients’ hospitalization (p = 0.07). We concluded that hypertension and anticoagulant therapy have a significant impact on COVID-19 outcomes. This study also suggests that multiple S protein mutations may impact the COVID-19 outcomes. This further emphasized the significance of monitoring SARS-CoV-2 variants through genomic surveillance, particularly those that may impact the COVID-19 outcomes.
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spelling pubmed-85608242021-11-03 Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations Gunadi Hakim, Mohamad Saifudin Wibawa, Hendra Marcellus Trisnawati, Ika Supriyati, Endah Afiahayati Khair, Riat El Iskandar, Kristy Siswanto Irene Anggorowati, Nungki Daniwijaya, Edwin Widyanto Nugrahaningsih, Dwi Aris Agung Puspadewi, Yunika Simanjaya, Susan Puspitarani, Dyah Ayu Hanifin, Hana Fauzyyah Setiawan, Alvina Alexandra Tania, Irene Amalia, Cita Shafira Artayasa, I. Putu Aditio Rachman, Haries Mulyawan, Herdiyanto Ananda, Nur Rahmi Arguni, Eggi Nuryastuti, Titik Wibawa, Tri Sci Rep Article The outcome of SARS-CoV-2 infection is determined by multiple factors, including the viral, host genetics, age, and comorbidities. This study investigated the association between prognostic factors and disease outcomes of patients infected by SARS-CoV-2 with multiple S protein mutations. Fifty-one COVID-19 patients were recruited in this study. Whole-genome sequencing of 170 full-genomes of SARS-CoV-2 was conducted with the Illumina MiSeq sequencer. Most patients (47%) had mild symptoms of COVID-19 followed by moderate (19.6%), no symptoms (13.7%), severe (4%), and critical (2%). Mortality was found in 13.7% of the COVID-19 patients. There was a significant difference between the age of hospitalized patients (53.4 ± 18 years) and the age of non-hospitalized patients (34.6 ± 19) (p = 0.001). The patients’ hospitalization was strongly associated with hypertension, diabetes, and anticoagulant and were strongly significant with the OR of 17 (95% CI 2–144; p = 0.001), 4.47 (95% CI 1.07–18.58; p = 0.039), and 27.97 (95% CI 1.54–507.13; p = 0.02), respectively; while the patients’ mortality was significantly correlated with patients’ age, anticoagulant, steroid, and diabetes, with OR of 8.44 (95% CI 1.5–47.49; p = 0.016), 46.8 (95% CI 4.63–472.77; p = 0.001), 15.75 (95% CI 2–123.86; p = 0.009), and 8.5 (95% CI 1.43–50.66; p = 0.019), respectively. This study found the clade: L (2%), GH (84.3%), GR (11.7%), and O (2%). Besides the D614G mutation, we found L5F (18.8%), V213A (18.8%), and S689R (8.3%). No significant association between multiple S protein mutations and the patients’ hospitalization or mortality. Multivariate analysis revealed that hypertension and anticoagulant were the significant factors influencing the hospitalization and mortality of patients with COVID-19 with an OR of 17.06 (95% CI 2.02–144.36; p = 0.009) and 46.8 (95% CI 4.63–472.77; p = 0.001), respectively. Moreover, the multiple S protein mutations almost reached a strong association with patients’ hospitalization (p = 0.07). We concluded that hypertension and anticoagulant therapy have a significant impact on COVID-19 outcomes. This study also suggests that multiple S protein mutations may impact the COVID-19 outcomes. This further emphasized the significance of monitoring SARS-CoV-2 variants through genomic surveillance, particularly those that may impact the COVID-19 outcomes. Nature Publishing Group UK 2021-11-01 /pmc/articles/PMC8560824/ /pubmed/34725366 http://dx.doi.org/10.1038/s41598-021-00459-4 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Gunadi
Hakim, Mohamad Saifudin
Wibawa, Hendra
Marcellus
Trisnawati, Ika
Supriyati, Endah
Afiahayati
Khair, Riat El
Iskandar, Kristy
Siswanto
Irene
Anggorowati, Nungki
Daniwijaya, Edwin Widyanto
Nugrahaningsih, Dwi Aris Agung
Puspadewi, Yunika
Simanjaya, Susan
Puspitarani, Dyah Ayu
Hanifin, Hana Fauzyyah
Setiawan, Alvina Alexandra
Tania, Irene
Amalia, Cita Shafira
Artayasa, I. Putu Aditio
Rachman, Haries
Mulyawan, Herdiyanto
Ananda, Nur Rahmi
Arguni, Eggi
Nuryastuti, Titik
Wibawa, Tri
Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations
title Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations
title_full Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations
title_fullStr Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations
title_full_unstemmed Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations
title_short Association between prognostic factors and the outcomes of patients infected with SARS-CoV-2 harboring multiple spike protein mutations
title_sort association between prognostic factors and the outcomes of patients infected with sars-cov-2 harboring multiple spike protein mutations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8560824/
https://www.ncbi.nlm.nih.gov/pubmed/34725366
http://dx.doi.org/10.1038/s41598-021-00459-4
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