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血清 iCAF 衍生的骨粘连蛋白水平可预测胰腺癌的良好预后。

Serum levels of iCAF-derived osteoglycin predict favorable outcome in pancreatic cancer.

机构信息

Center for Experimental and Molecular Medicine, Laboratory of Experimental Oncology and Radiobiology, Amsterdam UMC Location University of Amsterdam, Amsterdam, The Netherlands.

Oncode Institute, Amsterdam, The Netherlands.

出版信息

Int J Cancer. 2023 Feb 1;152(3):511-523. doi: 10.1002/ijc.34276. Epub 2022 Sep 19.

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is characterized by abundant stroma, the main cellular constituents of which are cancer-associated fibroblasts (CAFs). Stroma-targeting agents have been proposed to improve the poor outcome of current treatments. However, clinical trials using these agents showed disappointing results. Heterogeneity in the PDAC CAF population was recently delineated demonstrating that both tumor-promoting and tumor-suppressive activities co-exist in the stroma. Here, we aimed to identify biomarkers for the CAF population that contribute to a favorable outcome. RNA-sequencing reads from patient-derived xenografts (PDXs) were mapped to the human and mouse genome to allocate the expression of genes to the tumor or stroma. Survival meta-analysis for stromal genes was performed and applied to human protein atlas data to identify circulating biomarkers. The candidate protein was perturbed in co-cultures and assessed in existing and novel single-cell gene expression analysis from control, pancreatitis, pancreatitis-recovered and PDAC mouse models. Serum levels of the candidate biomarker were measured in two independent cohorts totaling 148 PDAC patients and related them to overall survival. Osteoglycin (OGN) was identified as a candidate serum prognostic marker. Single-cell analysis indicated that Ogn is derived from a subgroup of inflammatory CAFs. Ogn-expressing fibroblasts are distinct from resident healthy pancreatic stellate cells and arise during pancreatitis. Serum OGN levels were prognostic for favorable overall survival in two independent PDAC cohorts (HR = 0.47, P = .042 and HR = 0.53, P = .006). Altogether, we conclude that high circulating OGN levels inform on a previously unrecognized subgroup of CAFs and predict favorable outcomes in resectable PDAC.

摘要

胰腺导管腺癌(PDAC)的特征是富含基质,其主要细胞成分是癌相关成纤维细胞(CAF)。已经提出了靶向基质的药物来改善当前治疗的不良预后。然而,使用这些药物的临床试验结果令人失望。最近对 PDAC CAF 群体的异质性进行了描绘,表明在基质中同时存在促进肿瘤和抑制肿瘤的活性。在这里,我们旨在确定有助于改善预后的 CAF 群体的生物标志物。将来自患者衍生的异种移植物(PDX)的 RNA-seq 读取映射到人基因组和小鼠基因组,以将基因的表达分配给肿瘤或基质。对基质基因进行生存荟萃分析,并应用于人类蛋白质图谱数据以鉴定循环生物标志物。候选蛋白在共培养物中受到干扰,并在对照、胰腺炎、胰腺炎恢复和 PDAC 小鼠模型的现有和新的单细胞基因表达分析中进行评估。在两个独立的队列中测量了候选生物标志物的血清水平,共包含 148 名 PDAC 患者,并将其与总生存率相关联。骨桥蛋白(OGN)被鉴定为候选血清预后标志物。单细胞分析表明,OGN 来源于炎症性 CAF 的一个亚群。表达 OGN 的成纤维细胞与常驻健康胰腺星状细胞不同,并且在胰腺炎期间出现。在两个独立的 PDAC 队列中,血清 OGN 水平与有利的总生存率相关(HR=0.47,P=0.042 和 HR=0.53,P=0.006)。总的来说,我们得出结论,高循环 OGN 水平提示了以前未被识别的 CAF 亚群,并预测了可切除 PDAC 的有利结局。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f6a7/10087204/2b0076d109a1/IJC-152-511-g001.jpg

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