TY - JOUR
T1 - Environmental enteric dysfunction is associated with poor linear growth and can be identified by host fecal mRNAs
AU - Ordiz, Maria Isabel
AU - Shaikh, Nurmohammad
AU - Trehan, Indi
AU - Maleta, Ken
AU - Stauber, Jennifer
AU - Shulman, Robert
AU - Devaraj, Sridevi
AU - Tarr, Phillip I.
AU - Manary, Mark J.
N1 - Publisher Copyright:
Copyright © 2016 by European Society for Pediatric Gastroenterology, Hepatology, and Nutrition and North American Society for Pediatric Gastroenterology, Hepatology, and Nutrition.
PY - 2016
Y1 - 2016
N2 - Objective: Environmental enteric dysfunction (EED) can be assessed by the lactulose:mannitol (L:M) test. Our objective was to determine if selected host fecal transcripts were correlated with EED, and whether transcripts and clinical characteristics could be used to predict EED in rural African children. Methods: Demographic and sanitation characteristics, along with L:M testing and host fecal transcript analyses from 798 asymptomatic Malawian children aged 12 to 61 months were compared with linear growth over the subsequent 3 months. Fecal host mRNA analysis included quantification of expression of 18 transcripts associated with L:M. Permeability was categorized as normal (L:M±0.15), moderate (0.15<L:M<0.45) and severe (L:M±0.45), and random forest predictive models were created. Results: L:M was inversely correlated with linear growth over the subsequent 3 months (r=±0.32, P<0.001) and severe EED was associated with stunting (P<0.0001). Age younger than 24 months, weight-for-height z score <0, domesticated animals in the child's sleep environment, lack of a pit latrine combined with a potentially contaminated water source, and a recent history of diarrhea were associated with severe EED. A random forest model using CD53, HLA-DRA, MUC12, and TNF was 84% sensitive for severe EED and 83% sensitive for no EED. Conclusions: Selected host fecal transcripts can be used in a random forest model as a noninvasive biomarker for categories of EED in rural African children.
AB - Objective: Environmental enteric dysfunction (EED) can be assessed by the lactulose:mannitol (L:M) test. Our objective was to determine if selected host fecal transcripts were correlated with EED, and whether transcripts and clinical characteristics could be used to predict EED in rural African children. Methods: Demographic and sanitation characteristics, along with L:M testing and host fecal transcript analyses from 798 asymptomatic Malawian children aged 12 to 61 months were compared with linear growth over the subsequent 3 months. Fecal host mRNA analysis included quantification of expression of 18 transcripts associated with L:M. Permeability was categorized as normal (L:M±0.15), moderate (0.15<L:M<0.45) and severe (L:M±0.45), and random forest predictive models were created. Results: L:M was inversely correlated with linear growth over the subsequent 3 months (r=±0.32, P<0.001) and severe EED was associated with stunting (P<0.0001). Age younger than 24 months, weight-for-height z score <0, domesticated animals in the child's sleep environment, lack of a pit latrine combined with a potentially contaminated water source, and a recent history of diarrhea were associated with severe EED. A random forest model using CD53, HLA-DRA, MUC12, and TNF was 84% sensitive for severe EED and 83% sensitive for no EED. Conclusions: Selected host fecal transcripts can be used in a random forest model as a noninvasive biomarker for categories of EED in rural African children.
KW - Droplet digital PCR
KW - Dual sugar absorption test
KW - Environmental enteric dysfunction
KW - Host fecal transcripts
KW - Random forest modeling
KW - Stunting
UR - http://www.scopus.com/inward/record.url?scp=84976254381&partnerID=8YFLogxK
U2 - 10.1097/MPG.0000000000001315
DO - 10.1097/MPG.0000000000001315
M3 - Article
C2 - 27347722
AN - SCOPUS:84976254381
VL - 63
SP - 453
EP - 459
JO - Journal of Pediatric Gastroenterology and Nutrition
JF - Journal of Pediatric Gastroenterology and Nutrition
SN - 0277-2116
IS - 5
ER -