Evidence map›Paper›PMID 42364974›Full record

ArticleOncogenesis2026

Integrated scRNA-Seq and functional profiling reveal CD52 as a driver of pancreatic ductal adenocarcinoma metastasis and immunosuppression.

Zeyu Zhang, Jinxin Tao, Yifan Fu, Yi Dong, Yuanyang Wang, Menggang Zhang, Liyuan Ye, Jiangdong Qiu, Yueze Liu, Hao Chen and 5 more

Abstract read
In one paragraph

Article in Oncogenesis, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors.

Zeyu Zhang *Department of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.ORCID http://orcid.org/0000-0003-0599-1723
Jinxin Tao *Department of General Surgery, Beijing Hospital, National Center of Gerontology, Beijing, China.
Yifan FuDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yi DongDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yuanyang WangDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Menggang ZhangDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Liyuan YeDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Jiangdong QiuDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Yueze LiuDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Hao ChenDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Jianchun XiaoDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Hua HuangDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.
Zhe CaoDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. caozhe@pumch.cn.ORCID http://orcid.org/0000-0003-0389-4671
Gang YangDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. doc.gang@qq.com.
Taiping ZhangDepartment of General Surgery, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China. tpingzhang@yahoo.com.ORCID http://orcid.org/0000-0003-1689-6908

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) remains a highly aggressive malignancy driven by rapid metastasis and a profoundly immunosuppressive microenvironment. While the surface glycoprotein CD52 is a known immunoregulator, its precise role in solid tumors remains controversial, partly due to its broad expression across diverse cell populations and its compartment-specific functions within the tumor microenvironment. In this study, we utilized integrated single-cell RNA sequencing (scRNA-seq), functional assays, and compartment-specific clinical validation to elucidate the tumor-intrinsic functions of CD52 in PDAC. We identified a highly plastic, restricted subpopulation of CD52-high malignant epithelial cells that actively drives metastasis initiation by enhancing cellular invasive capacity. Concurrently, we demonstrated that tumor-derived CD52 orchestrated a multi-layered immunosuppressive network that attenuates CD8 + T cell cytotoxicity, facilitating early immune evasion. Furthermore, by systematically separating expression sources, our clinical validation established that tumor-derived CD52 is a prognostic indicator of poor patient survival. These findings characterize CD52 as a critical, tumor-intrinsic driver of PDAC progression, highlighting its value as a prognostic biomarker and a therapy target in combination with immune checkpoint blockade to overcome innate therapeutic resistance in PDAC.

Identifiers

PMID42364974
PMCPMC13572511

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.