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Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19
BACKGROUND: There is a critical need for rapid viral infection diagnostics to enable prompt case identification in pandemic settings and support targeted antimicrobial prescribing. METHODS: Using untargeted high-resolution liquid chromatography coupled with mass spectrometry, we compared the admissi...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cell Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801973/ https://www.ncbi.nlm.nih.gov/pubmed/35128501 http://dx.doi.org/10.1016/j.medj.2022.01.009 |
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author | Mehta, Ravi Chekmeneva, Elena Jackson, Heather Sands, Caroline Mills, Ewurabena Arancon, Dominique Li, Ho Kwong Arkell, Paul Rawson, Timothy M. Hammond, Robert Amran, Maisarah Haber, Anna Cooke, Graham S. Noursadeghi, Mahdad Kaforou, Myrsini Lewis, Matthew R. Takats, Zoltan Sriskandan, Shiranee |
author_facet | Mehta, Ravi Chekmeneva, Elena Jackson, Heather Sands, Caroline Mills, Ewurabena Arancon, Dominique Li, Ho Kwong Arkell, Paul Rawson, Timothy M. Hammond, Robert Amran, Maisarah Haber, Anna Cooke, Graham S. Noursadeghi, Mahdad Kaforou, Myrsini Lewis, Matthew R. Takats, Zoltan Sriskandan, Shiranee |
author_sort | Mehta, Ravi |
collection | PubMed |
description | BACKGROUND: There is a critical need for rapid viral infection diagnostics to enable prompt case identification in pandemic settings and support targeted antimicrobial prescribing. METHODS: Using untargeted high-resolution liquid chromatography coupled with mass spectrometry, we compared the admission serum metabolome of emergency department patients with viral infections (including COVID-19), bacterial infections, inflammatory conditions, and healthy controls. Sera from an independent cohort of emergency department patients admitted with viral or bacterial infections underwent profiling to validate findings. Associations between whole-blood gene expression and the identified metabolite of interest were examined. FINDINGS: 3′-Deoxy-3′,4′-didehydro-cytidine (ddhC), a free base of the only known human antiviral small molecule ddhC-triphosphate (ddhCTP), was detected for the first time in serum. When comparing 60 viral with 101 non-viral cases in the discovery cohort, ddhC was the most significantly differentially abundant metabolite, generating an area under the receiver operating characteristic curve (AUC) of 0.954 (95% CI: 0.923–0.986). In the validation cohort, ddhC was again the most significantly differentially abundant metabolite when comparing 40 viral with 40 bacterial cases, generating an AUC of 0.81 (95% CI 0.708–0.915). Transcripts of viperin and CMPK2, enzymes responsible for ddhCTP synthesis, were among the five genes most highly correlated with ddhC abundance. CONCLUSIONS: The antiviral precursor molecule ddhC is detectable in serum and an accurate marker for acute viral infection. Interferon-inducible genes viperin and CMPK2 are implicated in ddhC production in vivo. These findings highlight a future diagnostic role for ddhC in viral diagnosis, pandemic preparedness, and acute infection management. FUNDING: NIHR Imperial BRC; UKRI. |
format | Online Article Text |
id | pubmed-8801973 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Cell Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-88019732022-01-31 Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 Mehta, Ravi Chekmeneva, Elena Jackson, Heather Sands, Caroline Mills, Ewurabena Arancon, Dominique Li, Ho Kwong Arkell, Paul Rawson, Timothy M. Hammond, Robert Amran, Maisarah Haber, Anna Cooke, Graham S. Noursadeghi, Mahdad Kaforou, Myrsini Lewis, Matthew R. Takats, Zoltan Sriskandan, Shiranee Med (N Y) Clinical and Translational Report BACKGROUND: There is a critical need for rapid viral infection diagnostics to enable prompt case identification in pandemic settings and support targeted antimicrobial prescribing. METHODS: Using untargeted high-resolution liquid chromatography coupled with mass spectrometry, we compared the admission serum metabolome of emergency department patients with viral infections (including COVID-19), bacterial infections, inflammatory conditions, and healthy controls. Sera from an independent cohort of emergency department patients admitted with viral or bacterial infections underwent profiling to validate findings. Associations between whole-blood gene expression and the identified metabolite of interest were examined. FINDINGS: 3′-Deoxy-3′,4′-didehydro-cytidine (ddhC), a free base of the only known human antiviral small molecule ddhC-triphosphate (ddhCTP), was detected for the first time in serum. When comparing 60 viral with 101 non-viral cases in the discovery cohort, ddhC was the most significantly differentially abundant metabolite, generating an area under the receiver operating characteristic curve (AUC) of 0.954 (95% CI: 0.923–0.986). In the validation cohort, ddhC was again the most significantly differentially abundant metabolite when comparing 40 viral with 40 bacterial cases, generating an AUC of 0.81 (95% CI 0.708–0.915). Transcripts of viperin and CMPK2, enzymes responsible for ddhCTP synthesis, were among the five genes most highly correlated with ddhC abundance. CONCLUSIONS: The antiviral precursor molecule ddhC is detectable in serum and an accurate marker for acute viral infection. Interferon-inducible genes viperin and CMPK2 are implicated in ddhC production in vivo. These findings highlight a future diagnostic role for ddhC in viral diagnosis, pandemic preparedness, and acute infection management. FUNDING: NIHR Imperial BRC; UKRI. Cell Press 2022-03-11 /pmc/articles/PMC8801973/ /pubmed/35128501 http://dx.doi.org/10.1016/j.medj.2022.01.009 Text en © 2022 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Clinical and Translational Report Mehta, Ravi Chekmeneva, Elena Jackson, Heather Sands, Caroline Mills, Ewurabena Arancon, Dominique Li, Ho Kwong Arkell, Paul Rawson, Timothy M. Hammond, Robert Amran, Maisarah Haber, Anna Cooke, Graham S. Noursadeghi, Mahdad Kaforou, Myrsini Lewis, Matthew R. Takats, Zoltan Sriskandan, Shiranee Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 |
title | Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 |
title_full | Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 |
title_fullStr | Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 |
title_full_unstemmed | Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 |
title_short | Antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including COVID-19 |
title_sort | antiviral metabolite 3′-deoxy-3′,4′-didehydro-cytidine is detectable in serum and identifies acute viral infections including covid-19 |
topic | Clinical and Translational Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8801973/ https://www.ncbi.nlm.nih.gov/pubmed/35128501 http://dx.doi.org/10.1016/j.medj.2022.01.009 |
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