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Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection
BACKGROUND AND AIMS: Apolipoprotein A1 (A1) and haptoglobin (HP) serum levels are associated with the spread and severity of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. We have constructed and validated a multivariable risk calculator (A1HPV6) integrating A1, HP, alpha2-m...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Authors. Published by Elsevier Inc. on behalf of the AGA Institute
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818442/ https://www.ncbi.nlm.nih.gov/pubmed/35174366 http://dx.doi.org/10.1016/j.gastha.2021.12.009 |
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author | Maisonnasse, Pauline Poynard, Thierry Sakka, Mehdi Akhavan, Sepideh Marlin, Romain Peta, Valentina Deckmyn, Olivier Ghedira, Nesrine Braham Ngo, Yen Rudler, Marika van der Werf, Sylvie Marot, Stephane Thabut, Dominique Sokol, Harry Housset, Chantal Combes, Alain Le Grand, Roger Cacoub, Patrice |
author_facet | Maisonnasse, Pauline Poynard, Thierry Sakka, Mehdi Akhavan, Sepideh Marlin, Romain Peta, Valentina Deckmyn, Olivier Ghedira, Nesrine Braham Ngo, Yen Rudler, Marika van der Werf, Sylvie Marot, Stephane Thabut, Dominique Sokol, Harry Housset, Chantal Combes, Alain Le Grand, Roger Cacoub, Patrice |
author_sort | Maisonnasse, Pauline |
collection | PubMed |
description | BACKGROUND AND AIMS: Apolipoprotein A1 (A1) and haptoglobin (HP) serum levels are associated with the spread and severity of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. We have constructed and validated a multivariable risk calculator (A1HPV6) integrating A1, HP, alpha2-macroglobulin, and gamma glutamyl transferase to improve the performances of virological biomarkers. METHODS: In a prospective observational study of hospitalized patients with nonsevere SARS-CoV-2 infection, A1HPV6 was constructed in 127 patients and validated in 116. The specificity was assessed in 7482 controls representing the general population. The primary diagnostic endpoint was the area under the receiver operating characteristic curve in patients with positive SARS-CoV-2 PCR. The primary prognostic endpoint was the age-and-sex adjusted risk of A1HPV6 to predict patients with WHO-stage > 4 (W > 4) severity. We assessed the kinetics of the A1HPV6 components in a nonhuman primate model (NHP), from baseline to 7 days (D7) after SARS-CoV-2 infection. RESULTS: The area under the receiver operating characteristic curve for A1HPV6 was 0.99 (95% CI 0.97–0.99) in the validation subset, which was not significantly different from that in the construction subset, 0.99 (0.99–0.99; P = .80), like for sensitivity 92% (85–96) vs 94% (88–97; P = .29). A1HPV6 was associated with W > 4, with a significant odds ratio of 1.3 (1.1–1.5; 0.002). In NHP, A1 levels decreased (P < .01) at D2 and normalized at D4; HP levels increased at D2 and peaked at D4. In patients, A1 concentration was very low at D2 vs controls (P < .01) and increased at D14 (P < .01) but was still lower than controls; HP increased at D2 and remained elevated at D14. CONCLUSION: These results validate the diagnostic and prognostic performances of A1HPV6. Similar kinetics of apolipoprotein A1, HP, and alpha-2-macroglobulin were observed in the NHP model. ClinicalTrials.gov number, NCT01927133. |
format | Online Article Text |
id | pubmed-8818442 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Authors. Published by Elsevier Inc. on behalf of the AGA Institute |
record_format | MEDLINE/PubMed |
spelling | pubmed-88184422022-02-07 Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection Maisonnasse, Pauline Poynard, Thierry Sakka, Mehdi Akhavan, Sepideh Marlin, Romain Peta, Valentina Deckmyn, Olivier Ghedira, Nesrine Braham Ngo, Yen Rudler, Marika van der Werf, Sylvie Marot, Stephane Thabut, Dominique Sokol, Harry Housset, Chantal Combes, Alain Le Grand, Roger Cacoub, Patrice Gastro Hep Adv Original Research—Clinical BACKGROUND AND AIMS: Apolipoprotein A1 (A1) and haptoglobin (HP) serum levels are associated with the spread and severity of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection. We have constructed and validated a multivariable risk calculator (A1HPV6) integrating A1, HP, alpha2-macroglobulin, and gamma glutamyl transferase to improve the performances of virological biomarkers. METHODS: In a prospective observational study of hospitalized patients with nonsevere SARS-CoV-2 infection, A1HPV6 was constructed in 127 patients and validated in 116. The specificity was assessed in 7482 controls representing the general population. The primary diagnostic endpoint was the area under the receiver operating characteristic curve in patients with positive SARS-CoV-2 PCR. The primary prognostic endpoint was the age-and-sex adjusted risk of A1HPV6 to predict patients with WHO-stage > 4 (W > 4) severity. We assessed the kinetics of the A1HPV6 components in a nonhuman primate model (NHP), from baseline to 7 days (D7) after SARS-CoV-2 infection. RESULTS: The area under the receiver operating characteristic curve for A1HPV6 was 0.99 (95% CI 0.97–0.99) in the validation subset, which was not significantly different from that in the construction subset, 0.99 (0.99–0.99; P = .80), like for sensitivity 92% (85–96) vs 94% (88–97; P = .29). A1HPV6 was associated with W > 4, with a significant odds ratio of 1.3 (1.1–1.5; 0.002). In NHP, A1 levels decreased (P < .01) at D2 and normalized at D4; HP levels increased at D2 and peaked at D4. In patients, A1 concentration was very low at D2 vs controls (P < .01) and increased at D14 (P < .01) but was still lower than controls; HP increased at D2 and remained elevated at D14. CONCLUSION: These results validate the diagnostic and prognostic performances of A1HPV6. Similar kinetics of apolipoprotein A1, HP, and alpha-2-macroglobulin were observed in the NHP model. ClinicalTrials.gov number, NCT01927133. The Authors. Published by Elsevier Inc. on behalf of the AGA Institute 2022 2022-02-07 /pmc/articles/PMC8818442/ /pubmed/35174366 http://dx.doi.org/10.1016/j.gastha.2021.12.009 Text en © 2022 The Authors Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Original Research—Clinical Maisonnasse, Pauline Poynard, Thierry Sakka, Mehdi Akhavan, Sepideh Marlin, Romain Peta, Valentina Deckmyn, Olivier Ghedira, Nesrine Braham Ngo, Yen Rudler, Marika van der Werf, Sylvie Marot, Stephane Thabut, Dominique Sokol, Harry Housset, Chantal Combes, Alain Le Grand, Roger Cacoub, Patrice Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection |
title | Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection |
title_full | Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection |
title_fullStr | Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection |
title_full_unstemmed | Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection |
title_short | Validation of the Performance of A1HPV6, a Triage Blood Test for the Early Diagnosis and Prognosis of SARS-CoV-2 Infection |
title_sort | validation of the performance of a1hpv6, a triage blood test for the early diagnosis and prognosis of sars-cov-2 infection |
topic | Original Research—Clinical |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8818442/ https://www.ncbi.nlm.nih.gov/pubmed/35174366 http://dx.doi.org/10.1016/j.gastha.2021.12.009 |
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