Cargando…

Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy

This study aimed to integrate the cell spatial organization to develop a Gal-9-based immune survival stratification in the lung large cell neuroendocrine carcinoma (LCNEC) and investigate its potentials to immunotherapy. The expression of Gal-9 and other twelve immune markers were evaluated in 122 c...

Descripción completa

Detalles Bibliográficos
Autores principales: Che, Yun, Luo, Zhiwen, Cao, Yanan, Wang, Jingnan, Xue, Qi, Sun, Nan, He, Jie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Ivyspring International Publisher 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576518/
https://www.ncbi.nlm.nih.gov/pubmed/36263183
http://dx.doi.org/10.7150/ijbs.76936
_version_ 1784811547604811776
author Che, Yun
Luo, Zhiwen
Cao, Yanan
Wang, Jingnan
Xue, Qi
Sun, Nan
He, Jie
author_facet Che, Yun
Luo, Zhiwen
Cao, Yanan
Wang, Jingnan
Xue, Qi
Sun, Nan
He, Jie
author_sort Che, Yun
collection PubMed
description This study aimed to integrate the cell spatial organization to develop a Gal-9-based immune survival stratification in the lung large cell neuroendocrine carcinoma (LCNEC) and investigate its potentials to immunotherapy. The expression of Gal-9 and other twelve immune markers were evaluated in 122 cases of surgical LCNEC samples from our center using immunohistochemistry. The Gal-9-based immune survival stratification risk score was constructed and its predictive performance was evaluated. Then, we thoroughly explored the effects of Gal-9 and immune risk score on LCNEC immune pathways, immune micro-environment and immunotherapy sensitivity in different cohort and platform, and made a validation in pathology images using Histology-based Digital-Staining (HDS). In 122 LCNEC samples, 43 cases were positive Gal-9 expression on tumor cells (Gal-9 TC). Increased Gal-9 TC predicted worse overall survival. Gal-9's interaction with other immune markers added to the immune suppression and immune tolerance in LCNEC. Immune protein marker-based risk score consisting of Gal-9, CD3, CD4, PD-L1, and PD-1 was developed and validated to robustly discriminate survival high-risk or low-risk in LCNEC patients. The high-risk group characterized by immune-desert tumor had less various T cells. The low-risk group featuring immune-inflamed tumor was more likely to respond to anti-PD1 immunotherapy. HDS in 122 LCNEC samples' 108,369 cells validated that the high-risk group had more tumor cells, less stromal cells, less lymphocytes, higher tumor cell nucleic solidity and lower stromal cells nucleic solidity. An integrated pathological analysis confirms the Gal-9 based immune survival stratification is distinctively related to micro-environment status involved in immune suppression and immune tolerance and could act as a combinatorial biomarker to predict the outcome of LCNEC. These findings may help effectively stratify LCNEC patients sensitive to immunotherapy.
format Online
Article
Text
id pubmed-9576518
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Ivyspring International Publisher
record_format MEDLINE/PubMed
spelling pubmed-95765182022-10-18 Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy Che, Yun Luo, Zhiwen Cao, Yanan Wang, Jingnan Xue, Qi Sun, Nan He, Jie Int J Biol Sci Research Paper This study aimed to integrate the cell spatial organization to develop a Gal-9-based immune survival stratification in the lung large cell neuroendocrine carcinoma (LCNEC) and investigate its potentials to immunotherapy. The expression of Gal-9 and other twelve immune markers were evaluated in 122 cases of surgical LCNEC samples from our center using immunohistochemistry. The Gal-9-based immune survival stratification risk score was constructed and its predictive performance was evaluated. Then, we thoroughly explored the effects of Gal-9 and immune risk score on LCNEC immune pathways, immune micro-environment and immunotherapy sensitivity in different cohort and platform, and made a validation in pathology images using Histology-based Digital-Staining (HDS). In 122 LCNEC samples, 43 cases were positive Gal-9 expression on tumor cells (Gal-9 TC). Increased Gal-9 TC predicted worse overall survival. Gal-9's interaction with other immune markers added to the immune suppression and immune tolerance in LCNEC. Immune protein marker-based risk score consisting of Gal-9, CD3, CD4, PD-L1, and PD-1 was developed and validated to robustly discriminate survival high-risk or low-risk in LCNEC patients. The high-risk group characterized by immune-desert tumor had less various T cells. The low-risk group featuring immune-inflamed tumor was more likely to respond to anti-PD1 immunotherapy. HDS in 122 LCNEC samples' 108,369 cells validated that the high-risk group had more tumor cells, less stromal cells, less lymphocytes, higher tumor cell nucleic solidity and lower stromal cells nucleic solidity. An integrated pathological analysis confirms the Gal-9 based immune survival stratification is distinctively related to micro-environment status involved in immune suppression and immune tolerance and could act as a combinatorial biomarker to predict the outcome of LCNEC. These findings may help effectively stratify LCNEC patients sensitive to immunotherapy. Ivyspring International Publisher 2022-09-25 /pmc/articles/PMC9576518/ /pubmed/36263183 http://dx.doi.org/10.7150/ijbs.76936 Text en © The author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/). See http://ivyspring.com/terms for full terms and conditions.
spellingShingle Research Paper
Che, Yun
Luo, Zhiwen
Cao, Yanan
Wang, Jingnan
Xue, Qi
Sun, Nan
He, Jie
Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
title Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
title_full Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
title_fullStr Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
title_full_unstemmed Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
title_short Integrated pathological analysis to develop a Gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
title_sort integrated pathological analysis to develop a gal-9 based immune survival stratification to predict the outcome of lung large cell neuroendocrine carcinoma and its usefulness in immunotherapy
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9576518/
https://www.ncbi.nlm.nih.gov/pubmed/36263183
http://dx.doi.org/10.7150/ijbs.76936
work_keys_str_mv AT cheyun integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy
AT luozhiwen integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy
AT caoyanan integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy
AT wangjingnan integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy
AT xueqi integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy
AT sunnan integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy
AT hejie integratedpathologicalanalysistodevelopagal9basedimmunesurvivalstratificationtopredicttheoutcomeoflunglargecellneuroendocrinecarcinomaanditsusefulnessinimmunotherapy