Tumor transcriptome reveals high expression of IL-8 in non-small cell lung cancer patients with low pectoralis muscle area and reduced survival

Detalhes bibliográficos
Autor(a) principal: Cury, Sarah Santiloni [UNESP]
Data de Publicação: 2019
Outros Autores: De Moraes, Diogo [UNESP], Freire, Paula Paccielli [UNESP], De Oliveira, Grasieli [UNESP], Marques, Douglas Venâncio Pereira [UNESP], Fernandez, Geysson Javier [UNESP], Dal-Pai-Silva, Maeli [UNESP], Hasimoto, Érica Nishida [UNESP], Dos Reis, Patricia Pintor [UNESP], Rogatto, Silvia Regina, Carvalho, Robson Francisco [UNESP]
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UNESP
Texto Completo: http://dx.doi.org/10.3390/cancers11091251
http://hdl.handle.net/11449/189612
Resumo: 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 Tumor transcriptome reveals high expression of IL-8 in non-small cell lung cancer patients with low pectoralis muscle area and reduced survivalC2C12 cellsCachexiaComputed tomographyInterleukin-8SecretomeTumor-derived factorCachexia 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.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)Department of Morphology Institute of Biosciences São Paulo State University (UNESP)Department of Surgery and Orthopedics Faculty of Medicine São Paulo State University (UNESP)Experimental Research Unit Faculty of Medicine São Paulo State University (UNESP)Department of Clinical Genetics Vejle Hospital Institute of Regional Health Research University of Southern DenmarkDepartment of Morphology Institute of Biosciences São Paulo State University (UNESP)Department of Surgery and Orthopedics Faculty of Medicine São Paulo State University (UNESP)Experimental Research Unit Faculty of Medicine São Paulo State University (UNESP)FAPESP: #17/21223-9Universidade Estadual Paulista (Unesp)University of Southern DenmarkCury, Sarah Santiloni [UNESP]De Moraes, Diogo [UNESP]Freire, Paula Paccielli [UNESP]De Oliveira, Grasieli [UNESP]Marques, Douglas Venâncio Pereira [UNESP]Fernandez, Geysson Javier [UNESP]Dal-Pai-Silva, Maeli [UNESP]Hasimoto, Érica Nishida [UNESP]Dos Reis, Patricia Pintor [UNESP]Rogatto, Silvia ReginaCarvalho, Robson Francisco [UNESP]2019-10-06T16:46:14Z2019-10-06T16:46:14Z2019-09-01info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articlehttp://dx.doi.org/10.3390/cancers11091251Cancers, v. 11, n. 9, 2019.2072-6694http://hdl.handle.net/11449/18961210.3390/cancers110912512-s2.0-8507184091574663617614948750000-0002-5509-0862Scopusreponame:Repositório Institucional da UNESPinstname:Universidade Estadual Paulista (UNESP)instacron:UNESPengCancersinfo:eu-repo/semantics/openAccess2024-08-14T14:19:30Zoai:repositorio.unesp.br:11449/189612Repositório InstitucionalPUBhttp://repositorio.unesp.br/oai/requestopendoar:29462024-08-14T14:19:30Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)false
dc.title.none.fl_str_mv 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
spellingShingle Tumor transcriptome reveals high expression of IL-8 in non-small cell lung cancer patients with low pectoralis muscle area and reduced survival
Cury, Sarah Santiloni [UNESP]
C2C12 cells
Cachexia
Computed tomography
Interleukin-8
Secretome
Tumor-derived factor
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_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_sort Tumor transcriptome reveals high expression of IL-8 in non-small cell lung cancer patients with low pectoralis muscle area and reduced survival
author Cury, Sarah Santiloni [UNESP]
author_facet Cury, Sarah Santiloni [UNESP]
De Moraes, Diogo [UNESP]
Freire, Paula Paccielli [UNESP]
De Oliveira, Grasieli [UNESP]
Marques, Douglas Venâncio Pereira [UNESP]
Fernandez, Geysson Javier [UNESP]
Dal-Pai-Silva, Maeli [UNESP]
Hasimoto, Érica Nishida [UNESP]
Dos Reis, Patricia Pintor [UNESP]
Rogatto, Silvia Regina
Carvalho, Robson Francisco [UNESP]
author_role author
author2 De Moraes, Diogo [UNESP]
Freire, Paula Paccielli [UNESP]
De Oliveira, Grasieli [UNESP]
Marques, Douglas Venâncio Pereira [UNESP]
Fernandez, Geysson Javier [UNESP]
Dal-Pai-Silva, Maeli [UNESP]
Hasimoto, Érica Nishida [UNESP]
Dos Reis, Patricia Pintor [UNESP]
Rogatto, Silvia Regina
Carvalho, Robson Francisco [UNESP]
author2_role author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Universidade Estadual Paulista (Unesp)
University of Southern Denmark
dc.contributor.author.fl_str_mv Cury, Sarah Santiloni [UNESP]
De Moraes, Diogo [UNESP]
Freire, Paula Paccielli [UNESP]
De Oliveira, Grasieli [UNESP]
Marques, Douglas Venâncio Pereira [UNESP]
Fernandez, Geysson Javier [UNESP]
Dal-Pai-Silva, Maeli [UNESP]
Hasimoto, Érica Nishida [UNESP]
Dos Reis, Patricia Pintor [UNESP]
Rogatto, Silvia Regina
Carvalho, Robson Francisco [UNESP]
dc.subject.por.fl_str_mv C2C12 cells
Cachexia
Computed tomography
Interleukin-8
Secretome
Tumor-derived factor
topic C2C12 cells
Cachexia
Computed tomography
Interleukin-8
Secretome
Tumor-derived factor
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.
publishDate 2019
dc.date.none.fl_str_mv 2019-10-06T16:46:14Z
2019-10-06T16:46:14Z
2019-09-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://dx.doi.org/10.3390/cancers11091251
Cancers, v. 11, n. 9, 2019.
2072-6694
http://hdl.handle.net/11449/189612
10.3390/cancers11091251
2-s2.0-85071840915
7466361761494875
0000-0002-5509-0862
url http://dx.doi.org/10.3390/cancers11091251
http://hdl.handle.net/11449/189612
identifier_str_mv Cancers, v. 11, n. 9, 2019.
2072-6694
10.3390/cancers11091251
2-s2.0-85071840915
7466361761494875
0000-0002-5509-0862
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Cancers
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.source.none.fl_str_mv Scopus
reponame:Repositório Institucional da UNESP
instname:Universidade Estadual Paulista (UNESP)
instacron:UNESP
instname_str Universidade Estadual Paulista (UNESP)
instacron_str UNESP
institution UNESP
reponame_str Repositório Institucional da UNESP
collection Repositório Institucional da UNESP
repository.name.fl_str_mv Repositório Institucional da UNESP - Universidade Estadual Paulista (UNESP)
repository.mail.fl_str_mv
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