Evidence map›Paper›PMID 41249728›Full record

ArticleClinical and experimental medicine2025

PDCD1 as a targetable immune checkpoint hub: therapeutic insights for ibrutinib-resistant CLL management.

Niloufar Sadat Kalaki, Elham Karimi, Kasra Allaei Rouzbahani, Mozhgan Ahmadzadeh, Seyed Mohammad Akrami

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Article in Clinical and experimental medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Niloufar Sadat Kalaki *Student Research Committee, School of Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran.
Elham Karimi *Department of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Poursina St., P.O. Box: 14176-13151, Tehran, Iran.
Kasra Allaei RouzbahaniDepartment of Medical Genetics, Faculty of Medicine, Hormozgan University of Medical Sciences, BandarAbbas, Iran.
Mozhgan AhmadzadehDepartment of Cellular and Molecular Biology, Faculty of Biological Sciences, Kharazmi University, Tehran, Iran.
Seyed Mohammad AkramiDepartment of Medical Genetics, School of Medicine, Tehran University of Medical Sciences, Poursina St., P.O. Box: 14176-13151, Tehran, Iran. akramism@tums.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Chronic lymphocytic leukemia (CLL) is a type of cancer that affects the blood and bone marrow, specifically involving the overproduction of abnormal lymphocytes. Using two independent datasets (GSE249956 and GSE98206), differentially expressed genes (DEGs) were identified between ibrutinib-resistant and sensitive CLL samples. Protein-protein interaction (PPI) network analysis revealed key hub genes related to resistance. Three common hub genes were shared across datasets: PDCD1, CD1C, and ITGB2. PDCD1, encoding the immune checkpoint protein PD-1, was selected for deeper investigation due to its important role in immune regulation and relevance in drug resistance. Post-transcriptional regulation of PDCD1 was explored by the construction of competing endogenous RNA (ceRNA) networks linking lncRNAs and miRNAs that may modulate PDCD1 expression, indicating complex upstream regulatory mechanisms. Transcription factors potentially regulating PDCD1 were identified, suggesting layers of transcriptional control contributing to ibrutinib resistance. Drug-gene interaction analysis showed that although PDCD1 is not directly targeted by ibrutinib. This implicates immune checkpoint blockade as a promising therapeutic strategy to overcome or complement resistance in CLL. In the broader context, PD-1 expression in CLL cells is linked to active proliferation and immune escape. Overall, our findings emphasize PDCD1's central role in ibrutinib resistance through immune checkpoint pathways and support the rationale for combining BTK inhibitors with immune checkpoint blockade therapies in resistant CLL cases.

Indexed as

AdenineDrug Resistance, NeoplasmLeukemia, Lymphocytic, Chronic, B-CellPiperidinesProgrammed Cell Death 1 ReceptorGene Regulatory NetworksHumansImmune Checkpoint InhibitorsProtein Interaction MapsAdenineibrutinibImmune Checkpoint InhibitorsPDCD1 protein, humanPiperidinesProgrammed Cell Death 1 ReceptorChronic lymphocytic leukemia (CLL)Ibrutinib resistanceImmune checkpointPPI network

Identifiers

PMID41249728
PMCPMC12628378

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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.