Evidence map›Paper›PMID 40327200›Full record

ArticleDiscover oncology2025

Human papilloma virus infection drives unique metabolic and immune profiles in head and neck and cervical cancers: implications for targeted therapies and prognostic markers.

Saira Hamid, Mohd Shahnawaz Khan, Meraj Alam Khan, Naoshad Muhammad, Mayank Singh, Ammira S Al-Shabeeb Akil, Ajaz A Bhat, Muzafar A Macha

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
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

8 authors.

Saira HamidWatson-Crick Centre for Molecular Medicine, Islamic University of Science and Technology (IUST), Awantipora, Kashmir, 192122, India.
Mohd Shahnawaz KhanDepartment of Biochemistry, College of Sciences, King Saud University, Riyadh, Saudi Arabia.
Meraj Alam KhanDigiBiomics Inc, 3052 Owls Foot Drive, Mississauga, ON, L5M6W5, Canada.
Naoshad MuhammadDepartment of Radiation Oncology, School of Medicine, Washington University, St. Louis, MO, 63130, USA.
Mayank SinghDepartment of Medical Oncology (Lab), Dr. BRAIRCH, All India Institute of Medical Sciences (AIIMS), New Delhi, 110029, India.
Ammira S Al-Shabeeb AkilPrecision Genomics and Translational Omics Lab, Metabolic and Mendelian Disorders Clinical Research Program, Sidra Medicine, Doha, Qatar.
Ajaz A BhatPrecision Genomics and Translational Omics Lab, Metabolic and Mendelian Disorders Clinical Research Program, Sidra Medicine, Doha, Qatar. abhat@sidra.org.
Muzafar A MachaWatson-Crick Centre for Molecular Medicine, Islamic University of Science and Technology (IUST), Awantipora, Kashmir, 192122, India. muzafar.macha@iust.ac.in.

Funding

Anusandhan National Research Foundation CRG/2021/003805Department of Biotechnology, Govt. of India, New Delhi D.O. NO.BT/HRD/35/02/2006Indian Council of Medical Research ID No. 2022-16465, No. AI-Adhoc/17/2022-AI CellKing Saud University, Riyadh, Kingdom of Saudi Arabia RSP2025R352Sidra Medicine SDR400189Sidra Medicine SDR400190
6 · The paper itself

Abstract

Human papillomavirus (HPV) is a key driver of head and neck squamous cell carcinoma (HNSCC) and cervical squamous cell carcinoma (CESC). Yet, these cancers exhibit distinct molecular and clinical features influenced by HPV status. This study utilizes RNA sequencing data from The Cancer Genome Atlas (TCGA). It employs bioinformatics tools, including DESeq2 for differential gene expression, CIBERSORT for immune profiling, and Kaplan-Meier survival analysis to investigate these differences. Differential expression analysis revealed distinct molecular signatures, with HPV-positive tumors enriched in immune-related pathways such as cytokine-cytokine receptor interactions. In contrast, HPV-negative tumors exhibited upregulation of metabolic pathways, including PPAR signaling. Metaflux analysis further demonstrated contrasting metabolic profiles: HPV-positive tumors showed increased glycolysis and oxidative stress regulation, whereas HPV-negative tumors were characterized by elevated amino acid and nucleotide metabolism. Immune profiling highlighted more significant CD8 + T-cell infiltration in HPV-positive tumors, while HPV-negative tumors were predominantly associated with macrophages, suggesting differing tumor immune environments. Survival analysis identified CXCL11 and STAT1 as potential prognostic biomarkers, with lower expression correlating with poorer survival in both cancers. These findings provide an integrated perspective on the molecular, metabolic, and immune differences associated with HPV status, offering insights into potential therapeutic strategies.

Indexed as

BiomarkersCervical squamous cell carcinoma (CESC)Gene expressionHead and neck squamous cell carcinoma (HNSCC)Human papillomavirus (HPV)Metabolic activity

Identifiers

PMID40327200
PMCPMC12055723

What OpenQuestion 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 OpenQuestion graph.