Evidence map›Paper›PMID 40458374›Full record

ArticlebioRxiv : the preprint server for biology2026

Increasing Cancer Stemness Drives Prostate Cancer Progression, Plasticity, Therapy Resistance and Poor Patient Survival.

Xiaozhuo Liu, Anmbreen Jamroze, Eduardo Cortes, Yibing Ji, Kathy Zhao, Faming Zhao, Julian Ho, Yang Liu, Elai Davicioni, Shan Wu and 21 more

Abstract readPreprint
In one paragraph

Article in bioRxiv : the preprint server for biology, 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

31 authors.

Xiaozhuo LiuDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.ORCID 0000-0003-2237-1016
Anmbreen JamrozeDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Eduardo CortesDepartment of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Yibing JiDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Kathy ZhaoVeracyte Inc, San Diego, CA 92121, USA.
Faming ZhaoDepartment of Biomedical Engineering, The University of Texas at Austin, Austin, TX 78712, USA.
Julian HoVeracyte Inc, San Diego, CA 92121, USA.
Yang LiuVeracyte Inc, San Diego, CA 92121, USA.
Elai DavicioniVeracyte Inc, San Diego, CA 92121, USA.
Shan WuDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Wen Jess LiDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Felix Y FengDepartment of Radiation Oncology, University of California, San Francisco, CA 94143, USA.
Joshi J AlumkalDepartment of Internal Medicine, Department of Hematology and Oncology, Rogel Cancer Center, University of Michigan, Ann Arbor, MI 48109, USA.
Daniel E SprattUniversity Hospitals Seidman Cancer Center and Case Western Reserve University, Cleveland, Ohio, USA.
Christopher J SweeneySouth Australian Immunogenomics Cancer Institute, University of Adelaide, Adelaide, SA 5000, Australia.
Han YuDepartment of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Qiang HuDepartment of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Cheng ZouSchool of Biomedical Sciences, Hunan University, Changsha, China.
Dingxiao ZhangSchool of Biomedical Sciences, Hunan University, Changsha, China.
Kevin LinDepartment of Epigenetics and Molecular Carcinogenesis, the University of Texas M.D Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX 77030, USA.
Yue LuDepartment of Epigenetics and Molecular Carcinogenesis, the University of Texas M.D Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX 77030, USA.
Gurkamal ChattaDepartment of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Kent L NastiukDepartment of Cancer Genetics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
David W GoodrichDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Kiera RycajDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Jason S KirkDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Igor PuzanovDepartment of Medicine, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Zheng XiaDepartment of Biomedical Engineering, The University of Texas at Austin, Austin, TX 78712, USA.
Song LiuDepartment of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Jianmin WangDepartment of Biostatistics and Bioinformatics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.
Dean G TangDepartment of Pharmacology and Therapeutics, Roswell Park Comprehensive Cancer Center, Buffalo, NY 14263, USA.ORCID 0000-0001-5029-1174

Funding

Two-Spirit Films in Indigenous Cancer HealthP30CA016056 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI MARK G FRATTINI · 1985 to 2026
$116.6M
Tissue/InformaticsP50CA186786 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI Ganesh S Palapattu · 2014 to 2026
$27.6M
Immuno-Oncology Translation Network: Data Management and Resource-Sharing Center at RPCIU24CA232979 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI HUTSON, ALAN DAVID, LIU, SONG · 2018 to 2024
$8.9M
YAP1 and RB1 cooperate to regulate lung cancer lineage plasticity and therapeutic resistanceU24CA274159 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI DAVID W. GOODRICH, Alan David Hutson · 2022 to 2026
$8.5M
Novel Therapeutic Strategies to Co-Target Undifferentiated Prostate Cancer (PCa) Stem Cells and Bulk PCa CellsR01CA240290 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI Dean G. Tang · 2019 to 2026
$3.1M
NOTCH signaling controls transformation to androgen independent neuroendocrine prostate cancerR01CA234162 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI GOODRICH, DAVID W. · 2019 to 2024
$3.0M
Defining Molecular Determinants of Lineage Plasticity as a Mechanism of Treatment Resistance in Prostate CancerR01CA230913 · NCI · WEILL MEDICAL COLL OF CORNELL UNIV · PI RICKMAN, DAVID S. · 2019 to 2023
$2.2M
Tumor-Suppressive Functions and Molecular Regulation of LRIG1 in Prostate Cancer and CRPCR01CA237027 · NCI · ROSWELL PARK CANCER INSTITUTE CORP · PI TANG, DEAN G. · 2019 to 2023
$2.2M
Targeting Prostate Cancer Lineage Plasticity with BET Bromodomain InhibitionR01CA251245 · NCI · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI ALUMKAL, JOSHI JAMES · 2020 to 2024
$1.9M
NCI NIH HHS P30 CA016056NCI NIH HHS P50 CA186786NCI NIH HHS R01 CA230913NCI NIH HHS R01 CA234162NCI NIH HHS R01 CA237027NCI NIH HHS R01 CA240290NCI NIH HHS R01 CA251245NCI NIH HHS U24 CA232979NCI NIH HHS U24 CA274159
6 · The paper itself

Abstract

Background: Cancer progression is often accompanied by dedifferentiation and acquisition of stem cell-like properties (stemness). In prostate cancer (PCa), lineage plasticity and therapy resistance remain major clinical challenges, yet a unified quantitative transcriptomic framework connecting stemness, androgen receptor (AR) signaling, castration resistance, and disease progression across the PCa continuum is lacking. Methods: We integrated 87,339 transcriptomic profiles from 33 preclinical and clinical datasets spanning the PCa continuum from normal prostate and treatment-naïve primary PCa (Pri-PCa) to PCa treated with neoadjuvant ADT (nADT) and metastatic castration-resistant PCa (mCRPC), with single-cell RNA-seq analyses encompassing 115,197 cells. Cancer stemness was quantified using a transcriptome-derived mRNA-based Stemness Index (mRNAsi; hereafter Stemness), and a 12-gene PCa-Stem signature was developed to capture PCa-specific stemness. Stemness, PCa-Stem, canonical AR activity (c_AR-A), castration-reprogrammed AR activity (cr_AR-A), Results: The Stemness score and c_AR-A increased concordantly during early prostate tumorigenesis but diverged with PCa progression: as Gleason grade increased, c_AR-A declined while Stemness continually increased. mCRPC exhibited the highest Stemness and lowest c_AR-A, a pattern recapitulated in Conclusions: Cancer Stemness quantitatively captures PCa aggressiveness, lineage plasticity, treatment resistance, disease progression, and poor patient survival. cr_AR-A,

Indexed as

aggressivenessAR signalingheterogeneityMYCplasticityProstate cancerRB1 lossstemness

Identifiers

PMID40458374
PMCPMC12129099

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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 Socratic graph.