Evidence map›Paper›PMID 42307783›Full record

ArticleFunctional & integrative genomics2026

Multi-omics analysis positions DNA2 at the interface of genome integrity programs and tumor behavior in pan-cancer.

Depanshi Pandit, Amardeep Dhillon, Sanjiban Chakrabarty, Ravindranath Sanganabasappa Bilachi

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Article in Functional & integrative genomics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

4 authors.

Depanshi PanditManipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India.
Amardeep DhillonThe Institute for Mental and Physical Health and Clinical Translation, School of Medicine, Deakin University, Geelong, Waurn Ponds, Victoria, 3216, Australia.
Sanjiban ChakrabartyDepartment of Public Health Genomics, Manipal School of Life Sciences, Manipal Academy of Higher Education, Manipal, 576104, India.
Ravindranath Sanganabasappa BilachiManipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, 576104, India. ravindranath.bs@manipal.edu.ORCID http://orcid.org/0000-0002-3713-3646

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

DNA2 coordinates essential maintenance processes, including cell-cycle progression; however, its aberrant activity has been implicated in cancer cell survival under oncogene-induced replication stress. To date, no comprehensive pan-cancer investigation of DNA2 has been conducted. Employing TCGA cohorts and complementary public databases, we executed the first pan-cancer multi-omics study of DNA2, examining transcriptomic, genomic variations, survival, immune infiltration, single-cell functional states, protein-protein interaction enrichment, and pharmacogenomic drug-response data across tumor profiles. DNA2 was considerably overexpressed in 17 tumors compared with matching normal tissues. In endometrial cancer, the highest frequency of genetic changes (~ 7%) was observed. Univariable analyses of survival showed that elevated DNA2 expression was related to worse overall survival in malignancies, including adrenocortical carcinoma (HR = 17.06) and mesothelioma (HR = 2.67). Single-cell omics revealed a tumor-specific correlation between DNA2 expression and functional annotations that encompass DNA damage, angiogenesis, and proliferation. Moreover, DNA2 expression was consistently positively associated with regulatory T-cell subtypes, but negatively related with NK cells, and cytotoxic T cells in multiple tumors as per immune landscape profiling. According to the pharmacogenomic analysis from GDSC2 dataset, tumor cells that express higher DNA2 are more sensitive to Tozasertib, and Daporinad. DNA2 is at the core of several interrelated modules, including flap processing, telomerase extension, and cell-cycle progression, according to the enrichment study. These findings have suggested DNA2 as a therapeutic vulnerability in cancer, a context-dependent biomarker with implications for treatment response, prognosis, and immunity.

Indexed as

Minichromosome Maintenance ProteinsNeoplasmsGene Expression Regulation, NeoplasticHumansMultiomicsMinichromosome Maintenance ProteinsDNA2Muti-omicsOnco-immunologyPan-cancerReplication stressRNA-seq

Identifiers

PMID42307783
PMCPMC13275593

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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.