TY - JOUR
T1 - A Metagenomics Pipeline to Characterize Self-Collected Vaginal Microbiome Samples
AU - Thomas-White, Krystal
AU - Hilt, Evann E.
AU - Olmschenk, Genevieve
AU - Gong, Maryann
AU - Phillips, Caleb D.
AU - Jarvis, Courtney
AU - Sanford, Nicholas
AU - White, Jennifer
AU - Navarro, Pita
N1 - Publisher Copyright:
© 2024 by the authors.
PY - 2024/9
Y1 - 2024/9
N2 - Vaginitis is a widespread issue for women worldwide, yet current diagnostic tools are lacking. Bacterial vaginosis (BV) is the most prevalent type of vaginitis, found in 10–50% of reproductive-aged women. Current diagnostic methods for BV rely on clinical criteria, microscopy, or the detection of a few microbes by qPCR. However, many vaginal infections lack a single etiological agent and are characterized by changes in the vaginal microbiome community structure (e.g., BV is defined as a loss of protective lactobacilli resulting in an overgrowth of anaerobic bacteria). Shotgun metagenomic sequencing provides a comprehensive view of all the organisms present in the vaginal microbiome (VMB), allowing for a better understanding of all potential etiologies. Here, we describe a robust VMB metagenomics sequencing test with a sensitivity of 93.1%, a specificity of 90%, a negative predictive value of 93.4%, and a positive predictive value of 89.6% certified by Clinical Laboratory Improvement Amendments (CLIA), the College of American Pathologist (CAP), and the Clinical Laboratory Evaluation Program (CLEP). We sequenced over 7000 human vaginal samples with this pipeline and described general findings and comparisons to US census data.
AB - Vaginitis is a widespread issue for women worldwide, yet current diagnostic tools are lacking. Bacterial vaginosis (BV) is the most prevalent type of vaginitis, found in 10–50% of reproductive-aged women. Current diagnostic methods for BV rely on clinical criteria, microscopy, or the detection of a few microbes by qPCR. However, many vaginal infections lack a single etiological agent and are characterized by changes in the vaginal microbiome community structure (e.g., BV is defined as a loss of protective lactobacilli resulting in an overgrowth of anaerobic bacteria). Shotgun metagenomic sequencing provides a comprehensive view of all the organisms present in the vaginal microbiome (VMB), allowing for a better understanding of all potential etiologies. Here, we describe a robust VMB metagenomics sequencing test with a sensitivity of 93.1%, a specificity of 90%, a negative predictive value of 93.4%, and a positive predictive value of 89.6% certified by Clinical Laboratory Improvement Amendments (CLIA), the College of American Pathologist (CAP), and the Clinical Laboratory Evaluation Program (CLEP). We sequenced over 7000 human vaginal samples with this pipeline and described general findings and comparisons to US census data.
KW - shotgun metagenomic sequencing
KW - vaginal microbiome
KW - vaginitis
UR - http://www.scopus.com/inward/record.url?scp=85205061019&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85205061019&partnerID=8YFLogxK
U2 - 10.3390/diagnostics14182039
DO - 10.3390/diagnostics14182039
M3 - Article
C2 - 39335716
AN - SCOPUS:85205061019
SN - 2075-4418
VL - 14
JO - Diagnostics
JF - Diagnostics
IS - 18
M1 - 2039
ER -