Cargando…
Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease
BACKGROUND: Biological therapies have been introduced for the treatment of chronic inflammatory diseases including rheumatoid arthritis (RA) and Crohn's disease (CD). The efficacy of biologics differs from patient to patient. Moreover these therapies are rather expensive, therefore treatment of...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2013
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4064310/ https://www.ncbi.nlm.nih.gov/pubmed/23809696 http://dx.doi.org/10.1186/gm463 |
_version_ | 1782321937146445824 |
---|---|
author | Mesko, Bertalan Poliska, Szilard Váncsa, Andrea Szekanecz, Zoltan Palatka, Karoly Hollo, Zsolt Horvath, Attila Steiner, Laszlo Zahuczky, Gabor Podani, Janos Nagy, and Laszlo |
author_facet | Mesko, Bertalan Poliska, Szilard Váncsa, Andrea Szekanecz, Zoltan Palatka, Karoly Hollo, Zsolt Horvath, Attila Steiner, Laszlo Zahuczky, Gabor Podani, Janos Nagy, and Laszlo |
author_sort | Mesko, Bertalan |
collection | PubMed |
description | BACKGROUND: Biological therapies have been introduced for the treatment of chronic inflammatory diseases including rheumatoid arthritis (RA) and Crohn's disease (CD). The efficacy of biologics differs from patient to patient. Moreover these therapies are rather expensive, therefore treatment of primary non-responders should be avoided. METHOD: We addressed this issue by combining gene expression profiling and biostatistical approaches. We performed peripheral blood global gene expression profiling in order to filter the genome for target genes in cohorts of 20 CD and 19 RA patients. Then RT-quantitative PCR validation was performed, followed by multivariate analyses of genes in independent cohorts of 20 CD and 15 RA patients, in order to identify sets ofinterrelated genes that can separate responders from non-responders to the humanized chimeric anti-TNFalpha antibody infliximab at baseline. RESULTS: Gene panels separating responders from non-responders were identified using leave-one-out cross-validation test, and a pool of genes that should be tested on larger cohorts was created in both conditions. CONCLUSIONS: Our data show that peripheral blood gene expression profiles are suitable for determining gene panels with high discriminatory power to differentiate responders from non-responders in infliximab therapy at baseline in CD and RA, which could be cross-validated successfully. Biostatistical analysis of peripheral blood gene expression data leads to the identification of gene panels that can help predict responsiveness of therapy and support the clinical decision-making process. |
format | Online Article Text |
id | pubmed-4064310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-40643102014-06-21 Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease Mesko, Bertalan Poliska, Szilard Váncsa, Andrea Szekanecz, Zoltan Palatka, Karoly Hollo, Zsolt Horvath, Attila Steiner, Laszlo Zahuczky, Gabor Podani, Janos Nagy, and Laszlo Genome Med Research BACKGROUND: Biological therapies have been introduced for the treatment of chronic inflammatory diseases including rheumatoid arthritis (RA) and Crohn's disease (CD). The efficacy of biologics differs from patient to patient. Moreover these therapies are rather expensive, therefore treatment of primary non-responders should be avoided. METHOD: We addressed this issue by combining gene expression profiling and biostatistical approaches. We performed peripheral blood global gene expression profiling in order to filter the genome for target genes in cohorts of 20 CD and 19 RA patients. Then RT-quantitative PCR validation was performed, followed by multivariate analyses of genes in independent cohorts of 20 CD and 15 RA patients, in order to identify sets ofinterrelated genes that can separate responders from non-responders to the humanized chimeric anti-TNFalpha antibody infliximab at baseline. RESULTS: Gene panels separating responders from non-responders were identified using leave-one-out cross-validation test, and a pool of genes that should be tested on larger cohorts was created in both conditions. CONCLUSIONS: Our data show that peripheral blood gene expression profiles are suitable for determining gene panels with high discriminatory power to differentiate responders from non-responders in infliximab therapy at baseline in CD and RA, which could be cross-validated successfully. Biostatistical analysis of peripheral blood gene expression data leads to the identification of gene panels that can help predict responsiveness of therapy and support the clinical decision-making process. BioMed Central 2013-06-28 /pmc/articles/PMC4064310/ /pubmed/23809696 http://dx.doi.org/10.1186/gm463 Text en Copyright © 2013 Mesko et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Mesko, Bertalan Poliska, Szilard Váncsa, Andrea Szekanecz, Zoltan Palatka, Karoly Hollo, Zsolt Horvath, Attila Steiner, Laszlo Zahuczky, Gabor Podani, Janos Nagy, and Laszlo Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease |
title | Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease |
title_full | Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease |
title_fullStr | Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease |
title_full_unstemmed | Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease |
title_short | Peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and Crohn's disease |
title_sort | peripheral blood derived gene panels predict response to infliximab in rheumatoid arthritis and crohn's disease |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4064310/ https://www.ncbi.nlm.nih.gov/pubmed/23809696 http://dx.doi.org/10.1186/gm463 |
work_keys_str_mv | AT meskobertalan peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT poliskaszilard peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT vancsaandrea peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT szekaneczzoltan peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT palatkakaroly peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT hollozsolt peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT horvathattila peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT steinerlaszlo peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT zahuczkygabor peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT podanijanos peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease AT nagyandlaszlo peripheralbloodderivedgenepanelspredictresponsetoinfliximabinrheumatoidarthritisandcrohnsdisease |