Tumor transcriptome reveals high expression of IL-8 in non-small cell lung cancer patients with low pectoralis muscle area and reduced survival
Autor(a) principal: | |
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Data de Publicação: | 2019 |
Outros Autores: | , , , , , , , , , |
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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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 |
|
_version_ |
1808128183842635776 |