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Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate.

Publication ,  Journal Article
Moncrieffe, H; Bennett, MF; Tsoras, M; Luyrink, LK; Johnson, AL; Xu, H; Dare, J; Becker, ML; Prahalad, S; Rosenkranz, M; O'Neil, KM; Grom, AA ...
Published in: Rheumatology (Oxford)
September 1, 2017

OBJECTIVE: The mechanisms that determine the efficacy or inefficacy of MTX in JIA are ill-defined. The objective of this study was to identify a gene expression transcriptional signature associated with poor response to MTX in patients with JIA. METHODS: RNA sequencing was used to measure gene expression in peripheral blood mononuclear cells collected from 47 patients with JIA prior to MTX treatment and 14 age-matched controls. Differentially expressed baseline genes between responders and non-responders were evaluated. Biological differences between all JIA patients and controls were explored by constructing a signature of differentially expressed genes. Unsupervised clustering and pathway analysis was performed. RESULTS: A signature of 99 differentially expressed genes (Bonferroni-corrected P < 0.05) capturing the biological differences between all JIA patients and controls was identified. Unsupervised clustering of samples based on this list of 99 genes produced subgroups enriched for MTX response status. Comparing this gene signature with reference signatures from sorted cell populations revealed high concordance between the expression signatures of monocytes and of MTX non-responders. CXCL8 (IL-8) was the most significantly differentially expressed gene transcript comparing all JIA patients with controls (Bonferroni-corrected P = 4.12 × 10-10). CONCLUSION: Variability in clinical response to MTX in JIA patients is associated with differences in gene transcripts modulated in monocytes. These gene expression profiles may provide a basis for biomarkers predictive of treatment response.

Duke Scholars

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Published In

Rheumatology (Oxford)

DOI

EISSN

1462-0332

Publication Date

September 1, 2017

Volume

56

Issue

9

Start / End Page

1542 / 1551

Location

England

Related Subject Headings

  • Treatment Failure
  • Transcriptome
  • Transcription, Genetic
  • Severity of Illness Index
  • Sequence Analysis, RNA
  • Monocytes
  • Methotrexate
  • Male
  • Humans
  • Gene Expression Profiling
 

Citation

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Moncrieffe, H., Bennett, M. F., Tsoras, M., Luyrink, L. K., Johnson, A. L., Xu, H., … Thompson, S. D. (2017). Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate. Rheumatology (Oxford), 56(9), 1542–1551. https://doi.org/10.1093/rheumatology/kex206
Moncrieffe, Halima, Mark F. Bennett, Monica Tsoras, Lorie K. Luyrink, Anne L. Johnson, Huan Xu, Jason Dare, et al. “Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate.Rheumatology (Oxford) 56, no. 9 (September 1, 2017): 1542–51. https://doi.org/10.1093/rheumatology/kex206.
Moncrieffe H, Bennett MF, Tsoras M, Luyrink LK, Johnson AL, Xu H, et al. Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate. Rheumatology (Oxford). 2017 Sep 1;56(9):1542–51.
Moncrieffe, Halima, et al. “Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate.Rheumatology (Oxford), vol. 56, no. 9, Sept. 2017, pp. 1542–51. Pubmed, doi:10.1093/rheumatology/kex206.
Moncrieffe H, Bennett MF, Tsoras M, Luyrink LK, Johnson AL, Xu H, Dare J, Becker ML, Prahalad S, Rosenkranz M, O’Neil KM, Nigrovic PA, Griffin TA, Lovell DJ, Grom AA, Medvedovic M, Thompson SD. Transcriptional profiles of JIA patient blood with subsequent poor response to methotrexate. Rheumatology (Oxford). 2017 Sep 1;56(9):1542–1551.
Journal cover image

Published In

Rheumatology (Oxford)

DOI

EISSN

1462-0332

Publication Date

September 1, 2017

Volume

56

Issue

9

Start / End Page

1542 / 1551

Location

England

Related Subject Headings

  • Treatment Failure
  • Transcriptome
  • Transcription, Genetic
  • Severity of Illness Index
  • Sequence Analysis, RNA
  • Monocytes
  • Methotrexate
  • Male
  • Humans
  • Gene Expression Profiling