Cargando…

Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach

BACKGROUND: Adult T-cell leukemia/lymphoma (ATLL) is a poor prognosis malignancy of peripheral T-cells caused by human T-cell leukemia virus type 1 (HTLV-1). The low survival rates observed in the patients are the result of the lack of sufficient knowledge about the disease pathogenesis. METHODS: In...

Descripción completa

Detalles Bibliográficos
Autores principales: Forghani-Ramandi, Mohammad-Moien, Mostafavi, Behnam, Bahavar, Atefeh, Dehghankar, Maryam, Siami, Zeinab, Mozhgani, Sayed-Hamidreza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618755/
https://www.ncbi.nlm.nih.gov/pubmed/37832654
http://dx.doi.org/10.1016/j.virusres.2023.199237
_version_ 1785129844935229440
author Forghani-Ramandi, Mohammad-Moien
Mostafavi, Behnam
Bahavar, Atefeh
Dehghankar, Maryam
Siami, Zeinab
Mozhgani, Sayed-Hamidreza
author_facet Forghani-Ramandi, Mohammad-Moien
Mostafavi, Behnam
Bahavar, Atefeh
Dehghankar, Maryam
Siami, Zeinab
Mozhgani, Sayed-Hamidreza
author_sort Forghani-Ramandi, Mohammad-Moien
collection PubMed
description BACKGROUND: Adult T-cell leukemia/lymphoma (ATLL) is a poor prognosis malignancy of peripheral T-cells caused by human T-cell leukemia virus type 1 (HTLV-1). The low survival rates observed in the patients are the result of the lack of sufficient knowledge about the disease pathogenesis. METHODS: In the present study, we first identified differentially expressed genes in ATLL patients and the cellular signaling pathways affected by them. Then, genes of these pathways were subjected to more comprehensive evaluations, including WGCNA and module validation studies on five external datasets. Finally, potential biomarkers were selected for qRT-PCR validation. RESULTS: Thirteen signaling pathways, including Apoptosis, Human T-cell leukemia virus 1 infection, IL-17 signaling pathway, pathways in cancer, T cell receptor signaling pathway, Th1 and Th2 cell differentiation, and seven others were selected for deeper investigations. Results of our in-depth bioinformatics evaluations, highlighted pathways related to regulation of immune responses, T-cell receptor and activation, regulation of cell signaling receptors and messengers, Wnt signaling pathway, and apoptosis as key players in ATLL pathogenesis. MAPK3, PIK3CD, KRAS, NFKB1, TNF, PLCB3, PLCB2, PLCB1, MAPK11, JUN, ITPR1, ADCY1, GNAQ, ADCY3, ADCY4, CHEK1, CCND1, SOS2, BAX, FOS and GNA12 were identified as possible biomarkers. Upregulation of ADCY1 and ADCY3 genes was confirmed via qRT-PCR. CONCLUSIONS: In this study, we performed a deep bioinformatic examination on a limited set of genes with high probabilities of involvement in the pathogenesis of ATLL. Our results highlighted signaling pathways and genes with potential key roles in disease formation and resistance against current treatment strategies. Further studies are required to test the possible benefits of highlighted genes as biomarkers and targets of treatment.
format Online
Article
Text
id pubmed-10618755
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-106187552023-11-02 Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach Forghani-Ramandi, Mohammad-Moien Mostafavi, Behnam Bahavar, Atefeh Dehghankar, Maryam Siami, Zeinab Mozhgani, Sayed-Hamidreza Virus Res Article BACKGROUND: Adult T-cell leukemia/lymphoma (ATLL) is a poor prognosis malignancy of peripheral T-cells caused by human T-cell leukemia virus type 1 (HTLV-1). The low survival rates observed in the patients are the result of the lack of sufficient knowledge about the disease pathogenesis. METHODS: In the present study, we first identified differentially expressed genes in ATLL patients and the cellular signaling pathways affected by them. Then, genes of these pathways were subjected to more comprehensive evaluations, including WGCNA and module validation studies on five external datasets. Finally, potential biomarkers were selected for qRT-PCR validation. RESULTS: Thirteen signaling pathways, including Apoptosis, Human T-cell leukemia virus 1 infection, IL-17 signaling pathway, pathways in cancer, T cell receptor signaling pathway, Th1 and Th2 cell differentiation, and seven others were selected for deeper investigations. Results of our in-depth bioinformatics evaluations, highlighted pathways related to regulation of immune responses, T-cell receptor and activation, regulation of cell signaling receptors and messengers, Wnt signaling pathway, and apoptosis as key players in ATLL pathogenesis. MAPK3, PIK3CD, KRAS, NFKB1, TNF, PLCB3, PLCB2, PLCB1, MAPK11, JUN, ITPR1, ADCY1, GNAQ, ADCY3, ADCY4, CHEK1, CCND1, SOS2, BAX, FOS and GNA12 were identified as possible biomarkers. Upregulation of ADCY1 and ADCY3 genes was confirmed via qRT-PCR. CONCLUSIONS: In this study, we performed a deep bioinformatic examination on a limited set of genes with high probabilities of involvement in the pathogenesis of ATLL. Our results highlighted signaling pathways and genes with potential key roles in disease formation and resistance against current treatment strategies. Further studies are required to test the possible benefits of highlighted genes as biomarkers and targets of treatment. Elsevier 2023-10-23 /pmc/articles/PMC10618755/ /pubmed/37832654 http://dx.doi.org/10.1016/j.virusres.2023.199237 Text en © 2023 The Authors. Published by Elsevier B.V. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Forghani-Ramandi, Mohammad-Moien
Mostafavi, Behnam
Bahavar, Atefeh
Dehghankar, Maryam
Siami, Zeinab
Mozhgani, Sayed-Hamidreza
Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach
title Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach
title_full Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach
title_fullStr Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach
title_full_unstemmed Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach
title_short Illuminating (HTLV-1)-induced adult T-cell leukemia/lymphoma transcriptomic signature: A systems virology approach
title_sort illuminating (htlv-1)-induced adult t-cell leukemia/lymphoma transcriptomic signature: a systems virology approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10618755/
https://www.ncbi.nlm.nih.gov/pubmed/37832654
http://dx.doi.org/10.1016/j.virusres.2023.199237
work_keys_str_mv AT forghaniramandimohammadmoien illuminatinghtlv1inducedadulttcellleukemialymphomatranscriptomicsignatureasystemsvirologyapproach
AT mostafavibehnam illuminatinghtlv1inducedadulttcellleukemialymphomatranscriptomicsignatureasystemsvirologyapproach
AT bahavaratefeh illuminatinghtlv1inducedadulttcellleukemialymphomatranscriptomicsignatureasystemsvirologyapproach
AT dehghankarmaryam illuminatinghtlv1inducedadulttcellleukemialymphomatranscriptomicsignatureasystemsvirologyapproach
AT siamizeinab illuminatinghtlv1inducedadulttcellleukemialymphomatranscriptomicsignatureasystemsvirologyapproach
AT mozhganisayedhamidreza illuminatinghtlv1inducedadulttcellleukemialymphomatranscriptomicsignatureasystemsvirologyapproach