Deciphering the co-occurrence of germline variants in tumour suppressor genes and viral DNA detection in breast cancer: A case-control study from Pakistan

Abstract Breast cancer is the most common female malignancy globally. Being a multifactorial disease, the study investigated germline variants in tumour suppressor genes (TSGs) and viral DNA detection in breast cancer and their associations. In this case-control study, 640 women (320 breast cancer patients and 320 healthy individuals) were screened for germline variants in TSGs ( BRCA1 , BRCA2 , TP53 and PTEN ) using Sanger sequencing. Furthermore, PCR-based detection of HPV, EBV and HCMV was performed. Associations were determined using multivariable logistic regression and false discovery rate correction was performed using the Benjamini-Hochberg procedure. Age > 50 years (aOR = 2.42, 95% CI: 1.73–3.40; p < 0.001) and a positive family history of breast cancer (aOR = 4.84, 95% CI: 2.29–11.48; p < 0.001) were associated with increased odds of breast cancer. Sanger sequencing identified 18 germline variants. Five variants were classified as pathogenic/likely pathogenic (P/LP) according to ACMG/AMP guidelines. EBV was the most prevalent virus, detected in 38.8% of patients, followed by HCMV (30.6%) and HPV (5.3%). Permutation-based enrichment analysis identified significant enrichment of the BRCA1 -EBV-HCMV co-occurrence pattern (2.87-fold enrichment, q = 0.0049). A family history of breast cancer was significantly associated with P/LP variant carrier status for BRCA1 (aOR = 8.06, 95% CI: 1.66–39.23; q = 0.047). After age adjustment and FDR correction, only BRCA2 P/LP variants were significantly associated with HPV positivity (aOR = 20.69, 95% CI: 2.95-148.51; q = 0.049). HER2-positive tumours were less frequent among EBV-positive patients than EBV-negative patients ( p = 0.0175). Exploratory pathway enrichment analysis identified significant enrichment of the KEGG breast cancer pathway (FDR = 5.89 × 10⁻⁸) among the analysed virus-host interacting genes. The findings demonstrate the co-occurrence and statistical associations between TSG variants and viral detection in breast cancer, warranting further functional studies to clarify their biological significance.

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Journal
Scientific Reports
Published
2026-09-18
DOI
https://doi.org/10.1038/s41598-026-72128-3
Primary Topic
BRCA gene mutations in cancer
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article
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article

Deciphering the co-occurrence of germline variants in tumour suppressor genes and viral DNA detection in breast cancer: A case-control study from Pakistan

Ayesha Isani Majeed, Hafiz Muhammad Waqas Munir, Sawdah Zinan, Rumaisa Asif et al.
Scientific Reports
BRCA gene mutations in cancer
article

Deciphering the co-occurrence of germline variants in tumour suppressor genes and viral DNA detection in breast cancer: A case-control study from Pakistan

Ayesha Isani Majeed, Hafiz Muhammad Waqas Munir, Sawdah Zinan, Rumaisa Asif, Rani Faryal, Raja Haziq Hasnat, Irfan Ahmad, Najla Khadim
article en

Abstract

Abstract Breast cancer is the most common female malignancy globally. Being a multifactorial disease, the study investigated germline variants in tumour suppressor genes (TSGs) and viral DNA detection in breast cancer and their associations. In this case-control study, 640 women (320 breast cancer patients and 320 healthy individuals) were screened for germline variants in TSGs ( BRCA1 , BRCA2 , TP53 and PTEN ) using Sanger sequencing. Furthermore, PCR-based detection of HPV, EBV and HCMV was performed. Associations were determined using multivariable logistic regression and false discovery rate correction was performed using the Benjamini-Hochberg procedure. Age > 50 years (aOR = 2.42, 95% CI: 1.73–3.40; p < 0.001) and a positive family history of breast cancer (aOR = 4.84, 95% CI: 2.29–11.48; p < 0.001) were associated with increased odds of breast cancer. Sanger sequencing identified 18 germline variants. Five variants were classified as pathogenic/likely pathogenic (P/LP) according to ACMG/AMP guidelines. EBV was the most prevalent virus, detected in 38.8% of patients, followed by HCMV (30.6%) and HPV (5.3%). Permutation-based enrichment analysis identified significant enrichment of the BRCA1 -EBV-HCMV co-occurrence pattern (2.87-fold enrichment, q = 0.0049). A family history of breast cancer was significantly associated with P/LP variant carrier status for BRCA1 (aOR = 8.06, 95% CI: 1.66–39.23; q = 0.047). After age adjustment and FDR correction, only BRCA2 P/LP variants were significantly associated with HPV positivity (aOR = 20.69, 95% CI: 2.95-148.51; q = 0.049). HER2-positive tumours were less frequent among EBV-positive patients than EBV-negative patients ( p = 0.0175). Exploratory pathway enrichment analysis identified significant enrichment of the KEGG breast cancer pathway (FDR = 5.89 × 10⁻⁸) among the analysed virus-host interacting genes. The findings demonstrate the co-occurrence and statistical associations between TSG variants and viral detection in breast cancer, warranting further functional studies to clarify their biological significance.

Scientific Reports
Quaid-i-Azam University (PK), Pakistan Institute of Medical Sciences (PK)
Good health and well-being
Openalex Percentile: Top 11%
BRCA gene mutations in cancer
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