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侵袭前沿致密B细胞簇的更高密度可能有助于改善胰腺导管腺癌的预后。

Higher density of compact B cell clusters in invasive front may contribute to better prognosis in pancreatic ductal adenocarcinoma.

作者信息

Zhou Junwen, Yang Kunping, Lu Mei, Fu Peiling, Chen Yupeng, Chen Linying

机构信息

Department of Land Surveying and Geo-Informatics, The Hong Kong Polytechnic University, Hung Hom, HK, China.

Department of Pathology, the First Affiliated Hospital of Fujian Medical University, Fuzhou, 350005, Fujian, China.

出版信息

Discov Oncol. 2025 Apr 17;16(1):555. doi: 10.1007/s12672-025-02260-5.

Abstract

While the correlation between T cells and patient survival was widely investigated, the clinical significance of CD20 B cells in pancreatic ductal adenocarcinoma (PDAC) is less clear. We hypothesized that the spatial pattern of B cells within tumor microenvironment (TME) are more informative, which may reveal the prognostic significance for PDAC patients. Therefore, we developed a computer-based workflow to analyze CD20 B cells in whole slide images (WSI) from 45 cases of PDAC patients. Depending on this workflow, annotations of each case which were created by pathologists were subdivided for three regions, including invasive front (IF), cancer center (CT) and cancer island (CI) to explore the association between the spatial pattern of CD20 B cells and patient prognosis outcomes. After that, occupancy rate (as area under curve, occupancy AUC), fractal dimension differences (ΔFD), cluster density and coverage ratio were used to quantify the spatial pattern of B cells in TME. We observed B cells were distributed across different regions, manifesting in both clustered and dispersed patterns. Compared to features of B cells spatial distribution in CT region, B cells in IF region exhibited higher occupancy AUC (p = 0.00004), cluster density (p = 0.000002) and coverage ratio (p = 0.000884). Patients with longer survivals had smaller ΔFD (p = 0.05), higher B-cell cluster density (p = 0.003) and lower coverage ratio (p = 0.02) in IF region. Our study indicated the spatial distribution of B cells in IF and CT was different and the higher density of compact B-cell clusters in IF region may be associated with better prognosis in PDAC.

摘要

虽然T细胞与患者生存率之间的相关性已得到广泛研究,但CD20 B细胞在胰腺导管腺癌(PDAC)中的临床意义尚不清楚。我们推测肿瘤微环境(TME)中B细胞的空间模式更具信息性,这可能揭示PDAC患者的预后意义。因此,我们开发了一种基于计算机的工作流程,以分析45例PDAC患者全切片图像(WSI)中的CD20 B细胞。根据此工作流程,病理学家创建的每个病例注释被细分为三个区域,包括浸润前沿(IF)、癌中心(CT)和癌岛(CI),以探讨CD20 B细胞的空间模式与患者预后结果之间的关联。之后,使用占有率(曲线下面积,占有率AUC)、分形维数差异(ΔFD)、簇密度和覆盖率来量化TME中B细胞的空间模式。我们观察到B细胞分布在不同区域,表现为聚集和分散模式。与CT区域B细胞空间分布特征相比,IF区域的B细胞表现出更高的占有率AUC(p = 0.00004)、簇密度(p = 0.000002)和覆盖率(p = 0.000884)。生存期较长的患者在IF区域具有较小的ΔFD(p = 0.05)、较高的B细胞簇密度(p = 0.003)和较低的覆盖率(p = 0.02)。我们的研究表明,IF和CT中B细胞的空间分布不同,IF区域紧密B细胞簇的较高密度可能与PDAC患者的较好预后相关。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9158/12006623/7b0c12661c64/12672_2025_2260_Fig1_HTML.jpg

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