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缺氧转录组预测皮肤黑色素瘤的生存率和肿瘤浸润免疫细胞组成

英文原题:Hypoxic transcriptomes predict survival and tumor-infiltrating immune cell composition in cutaneous melanoma.

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Hypoxic transcriptomes predict survival and tumor-infiltrating immune cell composition in cutaneous melanoma.

PubMed 2024/02/07(内容时间) Melanoma Res Q3 · IF 1.8(JCR 2025)

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中文摘要

缺氧已被证实与多种癌症的侵袭性肿瘤表型相关。然而,目前尚不清楚肿瘤缺氧水平是否与皮肤黑色素瘤中不同的免疫浸润相对应,这可能揭示新的治疗靶点。为此,我们利用先前确定的七基因缺氧特征,对从 Broad Institute GDAC Firehose 门户获取的 460 例皮肤黑色素瘤进行缺氧水平分级。采用 CIBERSORTx(https://cibersortx.stanford.edu/)计算 22 种成熟人类造血细胞群的相对丰度。通过计算手段评估临床结局和免疫细胞相关性。

结果表明,高缺氧肿瘤患者的总生存期显著更差,并与更大的 Breslow 深度相关,验证了该计算机模拟方法。高缺氧肿瘤显示活化和静息树突状细胞、静息肥大细胞、中性粒细胞和静息 NK 细胞浸润增加,但 gamma-delta T 细胞浸润较低。这些数据表明,高肿瘤缺氧与皮肤黑色素瘤较低的生存概率以及几种肿瘤浸润白细胞的明显群体差异相关。

展开英文摘要原文

Hypoxia has established associations with aggressive tumor phenotypes in many cancers.

However, it is not currently understood whether tumor hypoxia levels map to distinct immune infiltrates in cutaneous melanoma, potentially unveiling novel therapeutic targets. To this end, we leveraged a previously identified seven-gene hypoxia signature to grade hypoxia levels of 460 cutaneous melanomas obtained from the Broad Institute GDAC Firehose portal. CIBERSORTx ( https://cibersortx. stanford. edu/ ) was employed to calculate the relative abundance of 22 mature human hematopoietic populations. Clinical outcomes and immune cell associations were assessed by computational means.

Results indicated that patients with high-hypoxia tumors reported significantly worse overall survival and correlated with greater Breslow depth, validating the in-silico methodology. High-hypoxia tumors demonstrated increased infiltration of activated and resting dendritic cells, resting mast cells, neutrophils, and resting NK cells, but lower infiltration of gamma-delta T cells.

These data suggest that high tumor hypoxia correlates with lower survival probability and distinct population differences of several tumor-infiltrating leukocytes in cutaneous melanomas.

论文信息

作者
Diaz MJ、Quach J、Song J、Milanovic S、Tran JT、Ladehoff LC、Batchu S、Whitman P
第一作者单位
College of Medicine, University of Florida, Gainesville.United States
通讯作者单位
Department of Dermatology, University of Florida College of Medicine, Gainesville, Florida, USA.United States
期刊
Melanoma research2024 Apr 1
原文标识
PubMed 38329217 · DOI 10.1097/CMR.0000000000000938