Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases

被引:20
|
作者
Ostrowski, Jerzy [1 ,2 ]
Dabrowska, Michalina [1 ]
Lazowska, Izabella [3 ]
Paziewska, Agnieszka [2 ]
Balabas, Aneta [1 ]
Kluska, Anna [1 ]
Kulecka, Maria [2 ]
Karczmarski, Jakub [1 ]
Ambrozkiewicz, Filip [1 ]
Piatkowska, Magdalena [1 ]
Goryca, Krzysztof [1 ]
Zeber-Lubecka, Natalia [2 ]
Kierkus, Jaroslaw [4 ]
Socha, Piotr [4 ]
Lodyga, Michal [5 ]
Klopocka, Maria [6 ]
Iwanczak, Barbara [7 ]
Bak-Drabik, Katarzyna [8 ]
Walkowiak, Jaroslaw [9 ]
Radwan, Piotr [10 ]
Grzybowska-Chlebowczyk, Urszula [11 ]
Korczowski, Bartosz [12 ]
Starzynska, Teresa [13 ]
Mikula, Michal [1 ]
机构
[1] Maria Sklodowska Curie Inst Oncol Ctr, Dept Genet, Warsaw, Poland
[2] Med Ctr Postgrad Educ, Dept Gastroenterol & Hepatol, Warsaw, Poland
[3] Med Univ Warsaw, Dept Pediat Gastroenterol & Nutr, Warsaw, Poland
[4] Childrens Mem Hlth Inst, Dept Gastroenterol Hepatol & Feeding Disorders, Warsaw, Poland
[5] Minist Interior, Cent Clin Hosp, IBD Subdiv, Dept Internal Med & Gastroenterol, Warsaw, Poland
[6] Nicolaus Copernicus Univ Torun, Coll Med, Vasc Dis & Internal Med, Bydgoszcz, Poland
[7] Wroclaw Med Univ, Dept Pediat Gastroenterol & Nutr, Wroclaw, Poland
[8] Med Univ Silesia, Div Dent Zabrze, Sch Med, Dept Pediat, Katowice, Poland
[9] Poznan Univ Med Sci, Dept Pediat Gastroenterol & Metab Dis, Poznan, Poland
[10] Med Univ Lublin, Dept Gastroenterol, Lublin, Poland
[11] Med Univ Silesia, Sch Med Katowice, Dept Pediat, Katowice, Poland
[12] Univ Rzeszow, Med Coll, Rzeszow, Poland
[13] Pomeranian Med Univ, Dept Gastroenterol, Szczecin, Poland
来源
JOURNAL OF CROHNS & COLITIS | 2019年 / 13卷 / 05期
关键词
RNA-Seq; whole-blood gene expression; biomarker; inflammatory bowel disease; CROHNS-DISEASE; FECAL BIOMARKERS; INDEX; SIGNATURES; CD64;
D O I
10.1093/ecco-jcc/jjy205
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Background and Aims: The study investigates the practical utility of whole-blood gene expression profiling to diagnose inflammatory bowel diseases [IBDs]. Methods: The discovery cohorts included 102 and 51 paediatric IBD patients and controls, and 95 and 46 adult IBD patients and controls, respectively. The replication cohorts included 447 and 76 paediatric IBD patients and controls, and 271 and 108 adult IBD patients and controls, respectively. In the discovery phase, RNA samples extracted from whole peripheral blood were analysed using RNA-Seq, and the predictive values of selected biomarkers were validated using quantitative polymerase chain reaction [qPCR]. Results: In all, 15 differentially expressed transcripts [adjusted p = 0.05] were selected from the discovery sequencing datasets. The receiver operating characteristic curves and area under the curve [ROC-AUC] in replication analyses showed high discriminative power [AUC range, 0.91-0.98] for 11 mRNAs in paediatric patients with active IBD. By contrast, the AUC-ROC values ranged from 0.63 to 0.75 in comparison among inactive paediatric IBDs and active/inactive adult IBDs, indicating a lack of discriminative power. The best multi-mRNA diagnostic classifier showed moderate discriminative power [AUC = 0.81] for paediatric inactive IBD, but was not able to discriminate active or inactive adult IBD patients from controls. The AUC-ROC values did not confirm an ability of the mRNAs abundances to discriminate between active ulcerative colitis and active Crohn's disease in paediatric or adult populations. Conclusions: This study identifies and validates blood transcriptional biomarkers that could be used in clinical settings as diagnostic predictors of IBD clinical activity in paediatric, but not adult, IBD patients.
引用
收藏
页码:626 / 633
页数:8
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