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整合病理分析,建立基于 Gal-9 的免疫生存分层,预测肺大细胞神经内分泌癌的预后及其在免疫治疗中的作用。

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.

机构信息

Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.

Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.

出版信息

Int J Biol Sci. 2022 Sep 25;18(15):5913-5927. doi: 10.7150/ijbs.76936. eCollection 2022.

Abstract

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.

摘要

本研究旨在整合细胞空间组织,为肺大细胞神经内分泌癌(LCNEC)开发基于 Gal-9 的免疫生存分层,并研究其在免疫治疗中的潜力。使用免疫组织化学方法评估了 122 例来自本中心的手术 LCNEC 样本中 Gal-9 和其他 12 种免疫标志物的表达。构建基于 Gal-9 的免疫生存分层风险评分,并评估其预测性能。然后,我们在不同的队列和平台上深入探讨了 Gal-9 和免疫风险评分对 LCNEC 免疫途径、免疫微环境和免疫治疗敏感性的影响,并使用基于组织学的数字染色(Histology-based Digital-Staining,HDS)在病理图像中进行验证。在 122 例 LCNEC 样本中,有 43 例肿瘤细胞(Gal-9 TC)表达阳性 Gal-9。Gal-9 TC 增加预示着总体生存率较差。Gal-9 与其他免疫标志物的相互作用增加了 LCNEC 中的免疫抑制和免疫耐受。基于免疫蛋白标志物的风险评分包括 Gal-9、CD3、CD4、PD-L1 和 PD-1,用于稳健地区分 LCNEC 患者的高风险或低风险生存。高风险组的特征是免疫荒漠肿瘤,其各种 T 细胞较少。低风险组的特征是免疫炎症性肿瘤,更有可能对抗 PD1 免疫治疗有反应。对 122 例 LCNEC 样本的 108,369 个细胞进行 HDS 验证,高风险组的肿瘤细胞较多,基质细胞较少,淋巴细胞较少,肿瘤细胞核酸固性较高,基质细胞核酸固性较低。综合病理分析证实,基于 Gal-9 的免疫生存分层与涉及免疫抑制和免疫耐受的微环境状态明显相关,可以作为预测 LCNEC 结果的组合生物标志物。这些发现可能有助于有效地对 LCNEC 患者进行免疫治疗的分层。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a6a8/9576518/fe66283480c1/ijbsv18p5913g001.jpg

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