HMGA2 Expression Predicts Subtype, Survival, and Treatment Outcome in Pancreatic Ductal Adenocarcinoma.

IF 10 1区 医学 Q1 ONCOLOGY Clinical Cancer Research Pub Date : 2024-12-16 DOI:10.1158/1078-0432.CCR-24-2200
Naomi Yamamoto, Stephanie Dobersch, Ian Loveless, Annie N Samraj, Gun Ho Jang, Miki Haraguchi, Liang-I Kang, Marianna B Ruzinova, Kiran R Vij, Jacqueline L Mudd, Thomas Walsh, Rachael A Safyan, E Gabriela Chiorean, Sunil R Hingorani, Nathan M Bolton, Li Li, Ryan C Fields, David G DeNardo, Faiyaz Notta, Howard C Crawford, Nina G Steele, Sita Kugel
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Abstract

Purpose: To establish HMGA2 as a marker of basal-like disease in pancreatic ductal adenocarcinoma (PDAC) and explore its use as a biomarker for prognosis and treatment resistance.

Experimental design: We identified high expression of HMGA2 in basal PDAC cells in a scRNAseq Atlas of 172 patient samples. We then analyzed HMGA2 expression, along with expression of the classical marker GATA6, in a cohort of 580 PDAC samples with multiplex immunohistochemistry. We further supplemented these data with an additional 30 diverse patient samples and multiple independent single-cell RNAseq databases.

Results: We found that expression of HMGA2, but not previously described basal markers CK5 or CK17, predicted overall survival in our cohort. Combining HMGA2 and GATA6 status allowed for identification of two key study groups: an HMGA2+/GATA6- cohort with worse survival, low tumor-infiltrating CD8+ T cells, increased FAP+ fibroblasts, and poorer response to gemcitabine-based chemotherapies (n=94, median survival=11.2 months post-surgery); and an HMGA2-/GATA6+ cohort with improved survival, increased CD8+ T-cell infiltrate, decreased FAP+ fibroblasts, and improved survival with gemcitabine-based chemotherapy (n=198, median survival=21.7 months post-surgery). HMGA2 was also prognostic for overall survival in RNA sequencing from an independent cohort.

Conclusions: IHC stratification of primary tumors by HMGA2 and GATA6 status in pancreatic cancer is associated with differential outcomes, survival following chemotherapy, and tumor microenvironments. As a nuclear marker for basal disease, HMGA2 complements GATA6 to identify disease subtypes in PDAC.

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HMGA2 表达可预测胰腺导管腺癌的亚型、生存期和治疗结果
目的:建立HMGA2作为胰腺导管腺癌(pancreatic ductal adenocarcinoma, PDAC)基底样病变的标志物,并探讨其作为预后和耐药生物标志物的应用价值。实验设计:我们在172例患者样本的scRNAseq图谱中发现了基底PDAC细胞中HMGA2的高表达。然后,我们用多重免疫组织化学方法分析了580个PDAC样本中HMGA2的表达以及经典标记物GATA6的表达。我们进一步用另外30个不同的患者样本和多个独立的单细胞RNAseq数据库补充了这些数据。结果:我们发现HMGA2的表达,而不是先前描述的基础标记物CK5或CK17,预测了我们队列中的总生存率。结合HMGA2和GATA6状态可以确定两个关键研究组:HMGA2+/GATA6-队列,生存率较差,肿瘤浸润性CD8+ T细胞低,FAP+成纤维细胞增加,对吉西他滨化疗反应较差(n=94,中位生存期=术后11.2个月);HMGA2-/GATA6+组生存率提高,CD8+ t细胞浸润增加,FAP+成纤维细胞减少,吉西他滨化疗生存率提高(n=198,术后中位生存期=21.7个月)。在一个独立队列的RNA测序中,HMGA2也是总生存的预后因素。结论:HMGA2和GATA6状态对胰腺癌原发肿瘤的IHC分层与不同的预后、化疗后生存和肿瘤微环境有关。HMGA2作为基础疾病的核标记物,与GATA6互补以识别PDAC中的疾病亚型。
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来源期刊
Clinical Cancer Research
Clinical Cancer Research 医学-肿瘤学
CiteScore
20.10
自引率
1.70%
发文量
1207
审稿时长
2.1 months
期刊介绍: Clinical Cancer Research is a journal focusing on groundbreaking research in cancer, specifically in the areas where the laboratory and the clinic intersect. Our primary interest lies in clinical trials that investigate novel treatments, accompanied by research on pharmacology, molecular alterations, and biomarkers that can predict response or resistance to these treatments. Furthermore, we prioritize laboratory and animal studies that explore new drugs and targeted agents with the potential to advance to clinical trials. We also encourage research on targetable mechanisms of cancer development, progression, and metastasis.
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