Proteomics Profiling of Stool Samples from Preterm Neonates with SWATH/DIA Mass Spectrometry for Predicting Necrotizing Enterocolitis

被引:9
作者
Gagne, David [1 ,2 ,3 ]
Shajari, Elmira [1 ,2 ,3 ]
Thibault, Marie-Pier [1 ,2 ,3 ]
Noel, Jean-Francois [4 ]
Boisvert, Francois-Michel [2 ,3 ]
Babakissa, Corentin [2 ,5 ]
Levy, Emile [6 ]
Gagnon, Hugo [4 ]
Brunet, Marie A. [2 ,5 ]
Grynspan, David [7 ]
Ferretti, Emanuela [8 ,9 ]
Bertelle, Valerie [2 ,10 ]
Beaulieu, Jean-Francois [1 ,2 ,3 ]
机构
[1] Univ Sherbrooke, Fac Med & Hlth Sci, Lab Intestinal Physiopathol, Sherbrooke, PQ J1H 5N4, Canada
[2] Ctr Hosp Univ Sherbrooke, Ctr Rech, Sherbrooke, PQ J1H 5N4, Canada
[3] Univ Sherbrooke, Fac Med & Hlth Sci, Dept Immunol & Cell Biol, Sherbrooke, PQ J1H 5N4, Canada
[4] PhenoSwitch Biosci Inc, 975 Rue Leon Trepanier, Sherbrooke, PQ J1G 5J6, Canada
[5] Univ Sherbrooke, Fac Med & Hlth Sci, Dept Pediat, Sherbrooke, PQ J1H 5N4, Canada
[6] Univ Montreal, Ctr Hosp Univ Ste Justine, Res Ctr, Montreal, PQ H3T 1C5, Canada
[7] Univ British Columbia, Fac Med, Dept Pathol & Lab Med, Vancouver, BC V6T 2B5, Canada
[8] Childrens Hosp Eastern Ontario CHEO, Dept Pediat, Div Neonatol, Ottawa, ON K1H 8L1, Canada
[9] CHEO Res Inst, Ottawa, ON K1H 8L1, Canada
[10] Univ Sherbrooke, Fac Med & Hlth Sci, Dept Pediat, Div Neonatol, Sherbrooke, PQ J1H 5N4, Canada
基金
加拿大健康研究院; 加拿大自然科学与工程研究理事会;
关键词
necrotizing enterocolitis; biomarker; diagnosis; prediction; proteomics; stool analysis; SWATH; DIA mass spectrometry; BIOMARKERS; DIAGNOSIS; INFANTS; OUTCOMES; REPRODUCIBILITY; QUANTIFICATION; IMPLEMENTATION; PATHOGENESIS; EXPRESSION; CYTOSCAPE;
D O I
10.3390/ijms231911601
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Necrotizing enterocolitis (NEC) is a life-threatening condition for premature infants in neonatal intensive care units. Finding indicators that can predict NEC development before symptoms appear would provide more time to apply targeted interventions. In this study, stools from 132 very-low-birth-weight (VLBW) infants were collected daily in the context of a multi-center prospective study aimed at investigating the potential of fecal biomarkers for NEC prediction using proteomics technology. Eight of the VLBW infants received a stage-3 NEC diagnosis. Stools collected from the NEC infants up to 10 days before their diagnosis were available for seven of them. Their samples were matched with those from seven pairs of non-NEC controls. The samples were processed for liquid chromatography-tandem mass spectrometry analysis using SWATH/DIA acquisition and cross-compatible proteomic software to perform label-free quantification. ROC curve and principal component analyses were used to explore discriminating information and to evaluate candidate protein markers. A series of 36 proteins showed the most efficient capacity with a signature that predicted all seven NEC infants at least a week in advance. Overall, our study demonstrates that multiplexed proteomic signature detection constitutes a promising approach for the early detection of NEC development in premature infants.
引用
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页数:22
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