Combination of inflammatory and vascular markers in the febrile phase of dengue is associated with more severe outcomes
Background: Early identification of severe dengue patients is important regarding patient management and resource allocation. We investigated the association of 10 biomarkers (VCAM-1, SDC-1, Ang-2, IL-8, IP-10, IL-1RA, sCD163, sTREM-1, ferritin, CRP) with the development of severe/moderate dengue (S/MD). Methods: We performed a nested case-control study from a multi-country study. A total of 281 S/MD and 556 uncomplicated dengue cases were included. Results: On days 1–3 from symptom onset, higher levels of any biomarker increased the risk of developing S/MD. When assessing together, SDC-1 and IL-1RA were stable, while IP-10 changed the association from positive to negative; others showed weaker associations. The best combinations associated with S/MD comprised IL-1RA, Ang-2, IL-8, ferritin, IP-10, and SDC-1 for children, and SDC-1, IL-8, ferritin, sTREM-1, IL-1RA, IP-10, and sCD163 for adults. Conclusions: Our findings assist the development of biomarker panels for clinical use and could improve triage and risk prediction in dengue patients. Funding: This study was supported by the EU’s Seventh Framework Programme (FP7-281803 IDAMS), the WHO, and the Bill and Melinda Gates Foundation.Read more…
Background: Early identification of severe dengue patients is important regarding patient management and resource allocation. We investigated the association of 10 biomarkers (VCAM-1, SDC-1, Ang-2, IL-8, IP-10, IL-1RA, sCD163, sTREM-1, ferritin, CRP) with the development of severe/moderate dengue (S/MD). Methods: We performed a nested case-control study from a multi-country study. A total of 281 S/MD and 556 uncomplicated dengue cases were included. Results: On days 1–3 from symptom onset, higher levels of any biomarker increased the risk of developing S/MD. When assessing together, SDC-1 and IL-1RA were stable, while IP-10 changed the association from positive to negative; others showed weaker associations. The best combinations associated with S/MD comprised IL-1RA, Ang-2, IL-8, ferritin, IP-10, and SDC-1 for children, and SDC-1, IL-8, ferritin, sTREM-1, IL-1RA, IP-10, and sCD163 for adults. Conclusions: Our findings assist the development of biomarker panels for clinical use and could improve triage and risk prediction in dengue patients. Funding: This study was supported by the EU’s Seventh Framework Programme (FP7-281803 IDAMS), the WHO, and the Bill and Melinda Gates Foundation.Read more…
Type | Path | Last modified | Size | Actions |
---|---|---|---|---|
.gitignore | 3 years ago | 40.0B |
|
|
Dengue_Biomarkers_data_27Jul2021.csv | 3 years ago | 465.6KiB |
|
|
Dockerfile | 3 years ago | 520.0B |
|
|
Elife ERA bootstrap codes.R | 3 years ago | 39.2KiB |
|
|
Elife ERA codes.Rmd | 3 years ago | 177.7KiB |
|
|
Elife ERA functions.R | 3 years ago | 22.7KiB |
|
|
Elife-ERA-codes.md | 3 years ago | 288.6KiB |
|
|
Elife-ERA-codes_files | 3 years ago | 2.7MiB | ||
LICENSE | 3 years ago | 1.0KiB |
|
|
README.md | 3 years ago | 245.0B |
|
|
__MACOSX | 3 years ago | 1.4KiB | ||
bootstrap_results.RData | 3 years ago | 768.7KiB |
|
|
eLife_Biomarkers_Dengue_2021.Rproj | 3 years ago | 204.0B |
|
|
elife-67460-added.rmd | 3 years ago | 74.1KiB |
|
|
elife-67460-enriched-final.rmd Main | 3 years ago | 76.3KiB |
|
|
elife-67460-enriched.rmd | 3 years ago | 75.5KiB |
|
|
elife-67460.references.bib | 3 years ago | 18.2KiB |
|
|
elife-67460.rmd.media | 3 years ago | 2.3MiB | ||
elife-67460.xml | 3 years ago | 276.9KiB |
|
|
elife-67460.xml.media | 3 years ago | 8.4MiB | ||
index.html | 3 years ago | 349.9KiB |
|
|
index.html.media | 3 years ago | 298.9KiB |