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Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival

Cachexia is a syndrome characterized by an ongoing loss of skeletal muscle mass associated with poor patient prognosis in non-small cell lung cancer (NSCLC). However, prognostic cachexia biomarkers in NSCLC are unknown. Here, we analyzed computed tomography (CT) images and tumor transcriptome data t...

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Autores principales: Santiloni Cury, Sarah, de Moraes, Diogo, Paccielli Freire, Paula, de Oliveira, Grasieli, Venâncio Pereira Marques, Douglas, Javier Fernandez, Geysson, Dal-Pai-Silva, Maeli, Nishida Hasimoto, Érica, Pintor dos Reis, Patricia, Regina Rogatto, Silvia, Francisco Carvalho, Robson
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6769884/
https://www.ncbi.nlm.nih.gov/pubmed/31455042
http://dx.doi.org/10.3390/cancers11091251
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author Santiloni Cury, Sarah
de Moraes, Diogo
Paccielli Freire, Paula
de Oliveira, Grasieli
Venâncio Pereira Marques, Douglas
Javier Fernandez, Geysson
Dal-Pai-Silva, Maeli
Nishida Hasimoto, Érica
Pintor dos Reis, Patricia
Regina Rogatto, Silvia
Francisco Carvalho, Robson
author_facet Santiloni Cury, Sarah
de Moraes, Diogo
Paccielli Freire, Paula
de Oliveira, Grasieli
Venâncio Pereira Marques, Douglas
Javier Fernandez, Geysson
Dal-Pai-Silva, Maeli
Nishida Hasimoto, Érica
Pintor dos Reis, Patricia
Regina Rogatto, Silvia
Francisco Carvalho, Robson
author_sort Santiloni Cury, Sarah
collection PubMed
description Cachexia is a syndrome characterized by an ongoing loss of skeletal muscle mass associated with poor patient prognosis in non-small cell lung cancer (NSCLC). However, prognostic cachexia biomarkers in NSCLC are unknown. Here, we analyzed computed tomography (CT) images and tumor transcriptome data to identify potentially secreted cachexia biomarkers (PSCB) in NSCLC patients with low-muscularity. We integrated radiomics features (pectoralis muscle, sternum, and tenth thoracic (T10) vertebra) from CT of 89 NSCLC patients, which allowed us to identify an index for screening muscularity. Next, a tumor transcriptomic-based secretome analysis from these patients (discovery set) was evaluated to identify potential cachexia biomarkers in patients with low-muscularity. The prognostic value of these biomarkers for predicting recurrence and survival outcome was confirmed using expression data from eight lung cancer datasets (validation set). Finally, C2C12 myoblasts differentiated into myotubes were used to evaluate the ability of the selected biomarker, interleukin (IL)-8, in inducing muscle cell atrophy. We identified 75 over-expressed transcripts in patients with low-muscularity, which included IL-6, CSF3, and IL-8. Also, we identified NCAM1, CNTN1, SCG2, CADM1, IL-8, NPTX1, and APOD as PSCB in the tumor secretome. These PSCB were capable of distinguishing worse and better prognosis (recurrence and survival) in NSCLC patients. IL-8 was confirmed as a predictor of worse prognosis in all validation sets. In vitro assays revealed that IL-8 promoted C2C12 myotube atrophy. Tumors from low-muscularity patients presented a set of upregulated genes encoding for secreted proteins, including pro-inflammatory cytokines that predict worse overall survival in NSCLC. Among these upregulated genes, IL-8 expression in NSCLC tissues was associated with worse prognosis, and the recombinant IL-8 was capable of triggering atrophy in C2C12 myotubes.
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spelling pubmed-67698842019-10-30 Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival Santiloni Cury, Sarah de Moraes, Diogo Paccielli Freire, Paula de Oliveira, Grasieli Venâncio Pereira Marques, Douglas Javier Fernandez, Geysson Dal-Pai-Silva, Maeli Nishida Hasimoto, Érica Pintor dos Reis, Patricia Regina Rogatto, Silvia Francisco Carvalho, Robson Cancers (Basel) Article Cachexia is a syndrome characterized by an ongoing loss of skeletal muscle mass associated with poor patient prognosis in non-small cell lung cancer (NSCLC). However, prognostic cachexia biomarkers in NSCLC are unknown. Here, we analyzed computed tomography (CT) images and tumor transcriptome data to identify potentially secreted cachexia biomarkers (PSCB) in NSCLC patients with low-muscularity. We integrated radiomics features (pectoralis muscle, sternum, and tenth thoracic (T10) vertebra) from CT of 89 NSCLC patients, which allowed us to identify an index for screening muscularity. Next, a tumor transcriptomic-based secretome analysis from these patients (discovery set) was evaluated to identify potential cachexia biomarkers in patients with low-muscularity. The prognostic value of these biomarkers for predicting recurrence and survival outcome was confirmed using expression data from eight lung cancer datasets (validation set). Finally, C2C12 myoblasts differentiated into myotubes were used to evaluate the ability of the selected biomarker, interleukin (IL)-8, in inducing muscle cell atrophy. We identified 75 over-expressed transcripts in patients with low-muscularity, which included IL-6, CSF3, and IL-8. Also, we identified NCAM1, CNTN1, SCG2, CADM1, IL-8, NPTX1, and APOD as PSCB in the tumor secretome. These PSCB were capable of distinguishing worse and better prognosis (recurrence and survival) in NSCLC patients. IL-8 was confirmed as a predictor of worse prognosis in all validation sets. In vitro assays revealed that IL-8 promoted C2C12 myotube atrophy. Tumors from low-muscularity patients presented a set of upregulated genes encoding for secreted proteins, including pro-inflammatory cytokines that predict worse overall survival in NSCLC. Among these upregulated genes, IL-8 expression in NSCLC tissues was associated with worse prognosis, and the recombinant IL-8 was capable of triggering atrophy in C2C12 myotubes. MDPI 2019-08-26 /pmc/articles/PMC6769884/ /pubmed/31455042 http://dx.doi.org/10.3390/cancers11091251 Text en © 2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Santiloni Cury, Sarah
de Moraes, Diogo
Paccielli Freire, Paula
de Oliveira, Grasieli
Venâncio Pereira Marques, Douglas
Javier Fernandez, Geysson
Dal-Pai-Silva, Maeli
Nishida Hasimoto, Érica
Pintor dos Reis, Patricia
Regina Rogatto, Silvia
Francisco Carvalho, Robson
Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival
title Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival
title_full Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival
title_fullStr Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival
title_full_unstemmed Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival
title_short Tumor Transcriptome Reveals High Expression of IL-8 in Non-Small Cell Lung Cancer Patients with Low Pectoralis Muscle Area and Reduced Survival
title_sort tumor transcriptome reveals high expression of il-8 in non-small cell lung cancer patients with low pectoralis muscle area and reduced survival
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6769884/
https://www.ncbi.nlm.nih.gov/pubmed/31455042
http://dx.doi.org/10.3390/cancers11091251
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