Cargando…
Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases
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, respectiv...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6486489/ https://www.ncbi.nlm.nih.gov/pubmed/30541017 http://dx.doi.org/10.1093/ecco-jcc/jjy205 |
_version_ | 1783414347673894912 |
---|---|
author | Ostrowski, Jerzy Dabrowska, Michalina Lazowska, Izabella Paziewska, Agnieszka Balabas, Aneta Kluska, Anna Kulecka, Maria Karczmarski, Jakub Ambrozkiewicz, Filip Piatkowska, Magdalena Goryca, Krzysztof Zeber-Lubecka, Natalia Kierkus, Jaroslaw Socha, Piotr Lodyga, Michal Klopocka, Maria Iwanczak, Barbara Bak-Drabik, Katarzyna Walkowiak, Jaroslaw Radwan, Piotr Grzybowska-Chlebowczyk, Urszula Korczowski, Bartosz Starzynska, Teresa Mikula, Michal |
author_facet | Ostrowski, Jerzy Dabrowska, Michalina Lazowska, Izabella Paziewska, Agnieszka Balabas, Aneta Kluska, Anna Kulecka, Maria Karczmarski, Jakub Ambrozkiewicz, Filip Piatkowska, Magdalena Goryca, Krzysztof Zeber-Lubecka, Natalia Kierkus, Jaroslaw Socha, Piotr Lodyga, Michal Klopocka, Maria Iwanczak, Barbara Bak-Drabik, Katarzyna Walkowiak, Jaroslaw Radwan, Piotr Grzybowska-Chlebowczyk, Urszula Korczowski, Bartosz Starzynska, Teresa Mikula, Michal |
author_sort | Ostrowski, Jerzy |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6486489 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-64864892019-05-01 Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases Ostrowski, Jerzy Dabrowska, Michalina Lazowska, Izabella Paziewska, Agnieszka Balabas, Aneta Kluska, Anna Kulecka, Maria Karczmarski, Jakub Ambrozkiewicz, Filip Piatkowska, Magdalena Goryca, Krzysztof Zeber-Lubecka, Natalia Kierkus, Jaroslaw Socha, Piotr Lodyga, Michal Klopocka, Maria Iwanczak, Barbara Bak-Drabik, Katarzyna Walkowiak, Jaroslaw Radwan, Piotr Grzybowska-Chlebowczyk, Urszula Korczowski, Bartosz Starzynska, Teresa Mikula, Michal J Crohns Colitis Original Articles 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. Oxford University Press 2019-04 2018-12-12 /pmc/articles/PMC6486489/ /pubmed/30541017 http://dx.doi.org/10.1093/ecco-jcc/jjy205 Text en © European Crohn’s and Colitis Organisation (ECCO) 2018. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Original Articles Ostrowski, Jerzy Dabrowska, Michalina Lazowska, Izabella Paziewska, Agnieszka Balabas, Aneta Kluska, Anna Kulecka, Maria Karczmarski, Jakub Ambrozkiewicz, Filip Piatkowska, Magdalena Goryca, Krzysztof Zeber-Lubecka, Natalia Kierkus, Jaroslaw Socha, Piotr Lodyga, Michal Klopocka, Maria Iwanczak, Barbara Bak-Drabik, Katarzyna Walkowiak, Jaroslaw Radwan, Piotr Grzybowska-Chlebowczyk, Urszula Korczowski, Bartosz Starzynska, Teresa Mikula, Michal Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases |
title | Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases |
title_full | Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases |
title_fullStr | Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases |
title_full_unstemmed | Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases |
title_short | Redefining the Practical Utility of Blood Transcriptome Biomarkers in Inflammatory Bowel Diseases |
title_sort | redefining the practical utility of blood transcriptome biomarkers in inflammatory bowel diseases |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6486489/ https://www.ncbi.nlm.nih.gov/pubmed/30541017 http://dx.doi.org/10.1093/ecco-jcc/jjy205 |
work_keys_str_mv | AT ostrowskijerzy redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT dabrowskamichalina redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT lazowskaizabella redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT paziewskaagnieszka redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT balabasaneta redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT kluskaanna redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT kuleckamaria redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT karczmarskijakub redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT ambrozkiewiczfilip redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT piatkowskamagdalena redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT gorycakrzysztof redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT zeberlubeckanatalia redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT kierkusjaroslaw redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT sochapiotr redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT lodygamichal redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT klopockamaria redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT iwanczakbarbara redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT bakdrabikkatarzyna redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT walkowiakjaroslaw redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT radwanpiotr redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT grzybowskachlebowczykurszula redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT korczowskibartosz redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT starzynskateresa redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases AT mikulamichal redefiningthepracticalutilityofbloodtranscriptomebiomarkersininflammatoryboweldiseases |