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单细胞空间蛋白质组学揭示临床显著前列腺癌的多参数 MRI 异质性。

Single-cell Spatial Proteomic Revelations on the Multiparametric MRI Heterogeneity of Clinically Significant Prostate Cancer.

机构信息

Molecular Oncology, Division of Oncology, Department of Medicine, Washington University, St Louis, Missouri.

Division of Urological Surgery, Department of Surgery, Washington University, St. Louis, Missouri.

出版信息

Clin Cancer Res. 2021 Jun 15;27(12):3478-3490. doi: 10.1158/1078-0432.CCR-20-4217. Epub 2021 Mar 26.

Abstract

PURPOSE

Multiparametric MRI (mpMRI) has become an indispensable radiographic tool in diagnosing prostate cancer. However, mpMRI fails to visualize approximately 15% of clinically significant prostate cancer (csPCa). The molecular, cellular, and spatial underpinnings of such radiographic heterogeneity in csPCa are unclear.

EXPERIMENTAL DESIGN

We examined tumor tissues from clinically matched patients with mpMRI-invisible and mpMRI-visible csPCa who underwent radical prostatectomy. Multiplex immunofluorescence single-cell spatial imaging and gene expression profiling were performed. Artificial intelligence-based analytic algorithms were developed to examine the tumor ecosystem and integrate with corresponding transcriptomics.

RESULTS

More complex and compact epithelial tumor architectures were found in mpMRI-visible than in mpMRI-invisible prostate cancer tumors. In contrast, similar stromal patterns were detected between mpMRI-invisible prostate cancer and normal prostate tissues. Furthermore, quantification of immune cell composition and tumor-immune interactions demonstrated a lack of immune cell infiltration in the malignant but not in the adjacent nonmalignant tissue compartments, irrespective of mpMRI visibility. No significant difference in immune profiles was detected between mpMRI-visible and mpMRI-invisible prostate cancer within our patient cohort, whereas expression profiling identified a 24-gene stromal signature enriched in mpMRI-invisible prostate cancer. Prostate cancer with strong stromal signature exhibited a favorable survival outcome within The Cancer Genome Atlas prostate cancer cohort. Notably, five recurrences in the 8 mpMRI-visible patients with csPCa and no recurrence in the 8 clinically matched patients with mpMRI-invisible csPCa occurred during the 5-year follow-up post-prostatectomy.

CONCLUSIONS

Our study identified distinct molecular, cellular, and structural characteristics associated with mpMRI-visible csPCa, whereas mpMRI-invisible tumors were similar to normal prostate tissue, likely contributing to mpMRI invisibility.

摘要

目的

多参数 MRI(mpMRI)已成为诊断前列腺癌不可或缺的影像学工具。然而,mpMRI 无法检测到大约 15%的临床显著前列腺癌(csPCa)。csPCa 中这种影像学异质性的分子、细胞和空间基础尚不清楚。

实验设计

我们检查了接受根治性前列腺切除术的临床匹配的 mpMRI 不可见和 mpMRI 可见 csPCa 患者的肿瘤组织。进行了多指标免疫荧光单细胞空间成像和基因表达谱分析。开发了基于人工智能的分析算法来检查肿瘤生态系统并与相应的转录组学整合。

结果

mpMRI 可见的前列腺癌肿瘤中发现的上皮肿瘤结构更为复杂和紧凑,而在 mpMRI 不可见的前列腺癌肿瘤中则发现类似的基质模式。此外,免疫细胞组成和肿瘤免疫相互作用的定量分析表明,在恶性组织中不存在免疫细胞浸润,但在相邻的非恶性组织中不存在免疫细胞浸润,而与 mpMRI 可见性无关。在我们的患者队列中,mpMRI 可见和不可见的前列腺癌之间没有检测到免疫谱的显著差异,而表达谱鉴定出在 mpMRI 不可见的前列腺癌中富集的 24 个基因基质特征。在 The Cancer Genome Atlas 前列腺癌队列中,具有强烈基质特征的前列腺癌表现出良好的生存结果。值得注意的是,在 8 例 mpMRI 可见的 csPCa 患者中有 5 例在前列腺切除术后 5 年内复发,而在 8 例临床匹配的 mpMRI 不可见的 csPCa 患者中没有复发。

结论

我们的研究确定了与 mpMRI 可见的 csPCa 相关的独特的分子、细胞和结构特征,而 mpMRI 不可见的肿瘤与正常前列腺组织相似,可能导致 mpMRI 不可见。

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