Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach.
BACKGROUND:Bacterial bloodstream infection (bBSI) is one of the leading causes of death in critically ill patients and accurate diagnosis is therefore crucial. We here report a 16S metagenomics approach for diagnosing and understanding bBSI. METHODOLOGY/PRINCIPAL FINDINGS:The proof-of-concept was de...
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doaj-cdcee3c9c4e54ec7ad2a2b427a1eac962020-11-25T01:21:40ZengPublic Library of Science (PLoS)PLoS Neglected Tropical Diseases1935-27271935-27352016-02-01102e000447010.1371/journal.pntd.0004470Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach.Saskia DecuypereConor J MeehanSandra Van PuyveldeTessa De BlockJessica MalthaLompo PalpouguiniMarc TahitaHalidou TintoJan JacobsStijn DeborggraeveBACKGROUND:Bacterial bloodstream infection (bBSI) is one of the leading causes of death in critically ill patients and accurate diagnosis is therefore crucial. We here report a 16S metagenomics approach for diagnosing and understanding bBSI. METHODOLOGY/PRINCIPAL FINDINGS:The proof-of-concept was delivered in 75 children (median age 15 months) with severe febrile illness in Burkina Faso. Standard blood culture and malaria testing were conducted at the time of hospital admission. 16S metagenomics testing was done retrospectively and in duplicate on the blood of all patients. Total DNA was extracted from the blood and the V3-V4 regions of the bacterial 16S rRNA genes were amplified by PCR and deep sequenced on an Illumina MiSeq sequencer. Paired reads were curated, taxonomically labeled, and filtered. Blood culture diagnosed bBSI in 12 patients, but this number increased to 22 patients when combining blood culture and 16S metagenomics results. In addition to superior sensitivity compared to standard blood culture, 16S metagenomics revealed important novel insights into the nature of bBSI. Patients with acute malaria or recovering from malaria had a 7-fold higher risk of presenting polymicrobial bloodstream infections compared to patients with no recent malaria diagnosis (p-value = 0.046). Malaria is known to affect epithelial gut function and may thus facilitate bacterial translocation from the intestinal lumen to the blood. Importantly, patients with such polymicrobial blood infections showed a 9-fold higher risk factor for not surviving their febrile illness (p-value = 0.030). CONCLUSIONS/SIGNIFICANCE:Our data demonstrate that 16S metagenomics is a powerful approach for the diagnosis and understanding of bBSI. This proof-of-concept study also showed that appropriate control samples are crucial to detect background signals due to environmental contamination.http://europepmc.org/articles/PMC4771206?pdf=render |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Saskia Decuypere Conor J Meehan Sandra Van Puyvelde Tessa De Block Jessica Maltha Lompo Palpouguini Marc Tahita Halidou Tinto Jan Jacobs Stijn Deborggraeve |
spellingShingle |
Saskia Decuypere Conor J Meehan Sandra Van Puyvelde Tessa De Block Jessica Maltha Lompo Palpouguini Marc Tahita Halidou Tinto Jan Jacobs Stijn Deborggraeve Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach. PLoS Neglected Tropical Diseases |
author_facet |
Saskia Decuypere Conor J Meehan Sandra Van Puyvelde Tessa De Block Jessica Maltha Lompo Palpouguini Marc Tahita Halidou Tinto Jan Jacobs Stijn Deborggraeve |
author_sort |
Saskia Decuypere |
title |
Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach. |
title_short |
Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach. |
title_full |
Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach. |
title_fullStr |
Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach. |
title_full_unstemmed |
Diagnosis of Bacterial Bloodstream Infections: A 16S Metagenomics Approach. |
title_sort |
diagnosis of bacterial bloodstream infections: a 16s metagenomics approach. |
publisher |
Public Library of Science (PLoS) |
series |
PLoS Neglected Tropical Diseases |
issn |
1935-2727 1935-2735 |
publishDate |
2016-02-01 |
description |
BACKGROUND:Bacterial bloodstream infection (bBSI) is one of the leading causes of death in critically ill patients and accurate diagnosis is therefore crucial. We here report a 16S metagenomics approach for diagnosing and understanding bBSI. METHODOLOGY/PRINCIPAL FINDINGS:The proof-of-concept was delivered in 75 children (median age 15 months) with severe febrile illness in Burkina Faso. Standard blood culture and malaria testing were conducted at the time of hospital admission. 16S metagenomics testing was done retrospectively and in duplicate on the blood of all patients. Total DNA was extracted from the blood and the V3-V4 regions of the bacterial 16S rRNA genes were amplified by PCR and deep sequenced on an Illumina MiSeq sequencer. Paired reads were curated, taxonomically labeled, and filtered. Blood culture diagnosed bBSI in 12 patients, but this number increased to 22 patients when combining blood culture and 16S metagenomics results. In addition to superior sensitivity compared to standard blood culture, 16S metagenomics revealed important novel insights into the nature of bBSI. Patients with acute malaria or recovering from malaria had a 7-fold higher risk of presenting polymicrobial bloodstream infections compared to patients with no recent malaria diagnosis (p-value = 0.046). Malaria is known to affect epithelial gut function and may thus facilitate bacterial translocation from the intestinal lumen to the blood. Importantly, patients with such polymicrobial blood infections showed a 9-fold higher risk factor for not surviving their febrile illness (p-value = 0.030). CONCLUSIONS/SIGNIFICANCE:Our data demonstrate that 16S metagenomics is a powerful approach for the diagnosis and understanding of bBSI. This proof-of-concept study also showed that appropriate control samples are crucial to detect background signals due to environmental contamination. |
url |
http://europepmc.org/articles/PMC4771206?pdf=render |
work_keys_str_mv |
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