TY - JOUR
T1 - Early detection of necrotizing enterocolitis by fecal volatile organic compounds analysis
AU - de Meij, Tim G.J.
AU - van der Schee, Marc P.C.
AU - Berkhout, Daan J.C.
AU - van de Velde, Mirjam E.
AU - Jansen, Anna E.
AU - Kramer, Boris W.
AU - van Weissenbruch, Mirjam M.
AU - van Kaam, Anton H.
AU - Andriessen, Peter
AU - van Goudoever, Johannes B.
AU - Niemarkt, Hendrik J.
AU - de Boer, Nanne K.H.
N1 - Copyright © 2015 Elsevier Inc. All rights reserved.
PY - 2015/9
Y1 - 2015/9
N2 - Objectives To test the hypothesis that fecal volatile organic compounds (VOCs) analysis by electronic nose (eNose) allows for early detection of necrotizing enterocolitis (NEC). Study design In 3 neonatal intensive care units, fecal samples of infants born at gestational age ≤30 weeks were collected daily, up to the 28th day of life. Included infants were allocated in 3 subgroups: NEC, sepsis, and matched controls. Three time windows were defined: (1) T-5,-4 (5 and 4 days before diagnosis); (2) T-3,-2 (3 and 2 days before diagnosis); and (3) T-1,-0 (day before and day of diagnosis). Three subgroups were analyzed by eNose. Results Fecal VOC profiles of infants with NEC (n = 13) could significantly be discriminated from matched controls (n = 14) at T-3,-2 (area under the curve ± 95% CI, P value, sensitivity, specificity: 0.77 ± 0.21, P =.02, 83%, 75%); the accuracy increased at T-3,-2 (0.99 ± 0.04, P ≤.001, 89%, 89%). VOC profiles of infants with NEC were also significantly different from those with sepsis (n = 31) at T-3,-2 (0.80 ± 0.17, P =.004, 83%, 75%), but not at T-1,0 (0.64 ± 0.18, P =.216, 89%, 57%). Conclusions In this proof of principle study, we observed that fecal VOC profiles of infants with NEC could be discriminated from controls, from 2-3 days predating onset of clinical symptoms. Our observations suggest that VOC-profiling by eNose has potential as a noninvasive tool for the early prediction of NEC.
AB - Objectives To test the hypothesis that fecal volatile organic compounds (VOCs) analysis by electronic nose (eNose) allows for early detection of necrotizing enterocolitis (NEC). Study design In 3 neonatal intensive care units, fecal samples of infants born at gestational age ≤30 weeks were collected daily, up to the 28th day of life. Included infants were allocated in 3 subgroups: NEC, sepsis, and matched controls. Three time windows were defined: (1) T-5,-4 (5 and 4 days before diagnosis); (2) T-3,-2 (3 and 2 days before diagnosis); and (3) T-1,-0 (day before and day of diagnosis). Three subgroups were analyzed by eNose. Results Fecal VOC profiles of infants with NEC (n = 13) could significantly be discriminated from matched controls (n = 14) at T-3,-2 (area under the curve ± 95% CI, P value, sensitivity, specificity: 0.77 ± 0.21, P =.02, 83%, 75%); the accuracy increased at T-3,-2 (0.99 ± 0.04, P ≤.001, 89%, 89%). VOC profiles of infants with NEC were also significantly different from those with sepsis (n = 31) at T-3,-2 (0.80 ± 0.17, P =.004, 83%, 75%), but not at T-1,0 (0.64 ± 0.18, P =.216, 89%, 57%). Conclusions In this proof of principle study, we observed that fecal VOC profiles of infants with NEC could be discriminated from controls, from 2-3 days predating onset of clinical symptoms. Our observations suggest that VOC-profiling by eNose has potential as a noninvasive tool for the early prediction of NEC.
KW - Early Diagnosis
KW - Enterocolitis, Necrotizing/diagnosis
KW - Feces/chemistry
KW - Female
KW - Humans
KW - Infant, Newborn
KW - Intensive Care Units, Neonatal
KW - Male
KW - Netherlands
KW - Prospective Studies
KW - ROC Curve
KW - Sensitivity and Specificity
KW - Sepsis/diagnosis
KW - Time Factors
KW - Volatile Organic Compounds/analysis
UR - http://www.scopus.com/inward/record.url?scp=84940094640&partnerID=8YFLogxK
U2 - 10.1016/j.jpeds.2015.05.044
DO - 10.1016/j.jpeds.2015.05.044
M3 - Article
C2 - 26188801
SN - 0022-3476
VL - 167
SP - 562
EP - 567
JO - Journal of Pediatrics
JF - Journal of Pediatrics
IS - 3
ER -