Diaz Michael J, Fadil Angela, Tran Jasmine T, Batchu Sai, Root Kevin T, Tran Andrew X, Lucke-Wold Brandon
College of Medicine, University of Florida, Gainesville, FL 32610, USA.
School of Medicine, University of Indiana, Indianapolis, IN 46202, USA.
Life (Basel). 2023 Jan 8;13(1):180. doi: 10.3390/life13010180.
Cutaneous melanoma remains a leading cancer with sobering post-metastasis mortality rates. To date, the ligand-receptor interactome of melanomas remains weakly studied despite applicability to anti-cancer drug discovery. Here we leverage established crosstalk methodologies to characterize important ligand-receptor pairs in primary and metastatic cutaneous melanoma.
Bulk transcriptomic data, representing 470 cutaneous melanoma samples, was retrieved from the Broad Genome Data Analysis Center Firehose portal. Tumor and stroma compartments were computationally derived as a function of tumor purity estimates. Identification of preferential ligand-receptor interactions was achieved by relative crosstalk scoring of 1380 previously established pairs.
Metastatic cutaneous melanoma uniquely enriched PTH2-PTH1R for tumor-to-stroma signaling. The Human R-spondin ligand family was involved in 4 of the 15 top-scoring stroma-to-tumor interactions. Receptor ACVR2B was involved in 3 of the 15 top-scoring tumor-to-tumor interactions.
Numerous gene-level differences in ligand-receptor crosstalk between primary and metastatic cutaneous melanomas. Further investigation of notable pairings is warranted.
皮肤黑色素瘤仍然是一种主要的癌症,转移后的死亡率令人警醒。迄今为止,尽管黑色素瘤的配体-受体相互作用组在抗癌药物发现方面具有适用性,但对其研究仍然较少。在这里,我们利用已建立的串扰方法来表征原发性和转移性皮肤黑色素瘤中重要的配体-受体对。
从布罗德基因组数据分析中心的Firehose门户检索代表470个皮肤黑色素瘤样本的批量转录组数据。根据肿瘤纯度估计,通过计算得出肿瘤和基质区室。通过对1380个先前建立的配体-受体对进行相对串扰评分,确定优先的配体-受体相互作用。
转移性皮肤黑色素瘤在肿瘤与基质信号传导中独特地富集了PTH2-PTH1R。人R-spondin配体家族参与了15个得分最高的基质与肿瘤相互作用中的4个。受体ACVR2B参与了15个得分最高的肿瘤与肿瘤相互作用中的3个。
原发性和转移性皮肤黑色素瘤在配体-受体串扰方面存在许多基因水平的差异。值得对显著的配对进行进一步研究。