Evidence map›Paper›PMID 41699006›Full record

ArticleScientific reports2026

Dysregulated expression of cell cycle regulators CDC20, PLK1, BUB1, CDC45, CDCA5 in pancreatic ductal adenocarcinoma.

Maryam Naeem, Kainat Qadeer, Ishrat Jabeen, Ibrar Ahmed, Iram Murtaza, Javeria Farooq, Aneesa Sultan

Abstract read
In one paragraph

Article in Scientific reports, 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
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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

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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

7 authors.

Maryam NaeemDepartment of Biochemistry, Quaid-i-Azam University, Islamabad, 45320, Pakistan.
Kainat QadeerDepartment of Biochemistry, Quaid-i-Azam University, Islamabad, 45320, Pakistan.
Ishrat JabeenComputational Drug Design Lab, School of Interdisciplinary Engineering & Sciences (SINES), National University of Sciences & Technology (NUST), Islamabad, 44000, Pakistan.
Ibrar AhmedAlpha Genomics Private Limited, Islamabad, 45710, Pakistan.
Iram MurtazaDepartment of Biochemistry, Quaid-i-Azam University, Islamabad, 45320, Pakistan.
Javeria FarooqNational Centre for Bioinformatics, Quaid-i-Azam University, Islamabad, 45320, Pakistan.
Aneesa SultanDepartment of Biochemistry, Quaid-i-Azam University, Islamabad, 45320, Pakistan. aneesa@qau.edu.pk.

Funding

Pakistan Council of Scientific and Industrial Research (PCSIR) Ref.SW9HO0DRS-2/2022/3181
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is a lethal cancer with five years survival rate less than 5%. In Pakistan, transcriptomic profiling of pancreatic cancer is limited, with most evidence derived from in silico and isolated NGS analyses, highlighting the need for RNA-sequencing-based expression profiling in Pakistani PDAC cohorts. The purpose of this study is to report hub genes that are involved in progression of cancer and can be used as diagnostic and therapeutic markers. Pakistani PDAC RNA-seq dataset was pooled with seven publicly available NCBI-GEO datasets (GSE136569, GSE119794, GSE164665, GSE119224, GSE211398, GSE196009, and GSE40174) to probe common hub genes. The expression of these hub genes in tumor samples was evaluated using Reverse Transcription Quantitative Polymerase Chain Reaction (RT-qPCR) and validated through Whole Exome Sequencing. CDC20, PLK1, BUB1, CDC45, and CDCA5 were concordantly present in seven NCI-GEO Datasets along with Pakistani RNA-seq dataset. These hub genes were upregulated at the initial stages of PDAC. RT-qPCR revealed significant upregulation in Pakistani tumor samples (*P < 0.05, **P < 0.001). WES analysis demonstrates non synonymous pathogenic variants in BUB1. The consistent dysregulated expression of the hub genes across independent NCBI-GEO datasets and the Pakistani RNA-seq cohort suggests their possible robustness across diverse populations and potential utility as broadly applicable biomarkers. These findings offer population-specific insights that may inform future biomarker-guided diagnostic and prognostic stratification of PDAC in Pakistan.

Indexed as

Carcinoma, Pancreatic DuctalCdc20 ProteinsCell Cycle ProteinsGene Expression Regulation, NeoplasticPancreatic NeoplasmsProtein Serine-Threonine KinasesProto-Oncogene ProteinsAdaptor Proteins, Signal TransducingBiomarkers, TumorGene Expression ProfilingHumansPakistanPolo-Like Kinase 1Adaptor Proteins, Signal TransducingBiomarkers, TumorBUB1 protein, humanCDC20 protein, humanCdc20 ProteinsCDCA5 protein, humanCell Cycle ProteinsPolo-Like Kinase 1Protein Serine-Threonine KinasesProto-Oncogene ProteinsCell cycleHub genesIn silicoIn vitroPDACRNA seq

Identifiers

PMID41699006
PMCPMC13002898

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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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 Socratic graph.