ArticleComputational and structural biotechnology journal2021
The intratumor microbiome predicts prognosis across gender and subtypes in papillary thyroid carcinoma.
Article in Computational and structural biotechnology journal, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 2 of them syntheses that pooled it.
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Who cites it
36 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The relationship between thyroid and human-associated microbiota: A systematic review of reviews.Reviews in endocrine & metabolic disorders · 2024Pooled it
- Microbiota and Thyroid Disease: An Updated Systematic Review.Advances in experimental medicine and biology · 2023Pooled it
- Hashimoto's thyroiditis influences tumor cell states and intratumoral microbiota in papillary thyroid carcinoma.iScience · 2026Article
- Analysis of intratumoural bacteria: Opportunities and challenges for cancer therapy.Acta pharmaceutica Sinica. B · 2026Review
- Crosstalk between the microbiome and immune microenvironment in the pathogenesis and treatment of thyroid carcinoma: a narrative review.Frontiers in immunology · 2026Review
- Research on microbial communities in tumor microenvironments: cutting-edge dynamics and future trends from a bibliometric perspective.Frontiers in immunology · 2026Review
- Microbial biomarkers and sex-associated gut microbiota characteristics of thyroid cancer.BMC cancer · 2025Article
- Harnessing intratumoral microbiota: new horizons in immune microenvironment and immunotherapy.Journal of translational medicine · 2025Review
- Intratumoral microbiota: implications for cancer progression and treatment.Frontiers in microbiology · 2025Review
- The intratumor microbiota and thyroid cancer: a review.Frontiers in endocrinology · 2025Review
- Emerging roles of intratumoral microbiota: a key to novel cancer therapies.Frontiers in oncology · 2025Review
- Intratumoral microbiota: an emerging force in diagnosing and treating hepatocellular carcinoma.Medical oncology (Northwood, London, England) · 2024Review
- The relationship between the gut microbiota and thyroid disorders.Nature reviews. Endocrinology · 2024Review
- Intratumoral Microbiome: Foe or Friend in Reshaping the Tumor Microenvironment Landscape?Cells · 2024Review
- Emerging roles of circular RNAs in regulating the hallmarks of thyroid cancer.Cancer gene therapy · 2024Review
- Intratumoural microbiota: a new frontier in cancer development and therapy.Signal transduction and targeted therapy · 2024Review
- Tumor Microbial Communities and Thyroid Cancer Development-The Protective Role of Antioxidant Nutrients: Application Strategies and Future Directions.Antioxidants (Basel, Switzerland) · 2023Review
- Exploring the oral-gut microbiota during thyroid cancer: Factors affecting the thyroid functions and cancer development.Food science & nutrition · 2023Review
- Bacterial Sequencing Reads in Blood Exome Files from Melanoma and Cervical Cancer Patients are Associated with Cancer Recurrence.Molecular biotechnology · 2023Article
- The intratumor microbiome is associated with microsatellite instability.Journal of the National Cancer Institute · 2023Article
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
While the intratumor microbiome has become increasingly implicated in cancer development, the microbial landscape of papillary thyroid carcinoma (PTC) is essentially uninvestigated. PTC is characterized by varied prognosis between gender and cancer subtype, but the cause for gender and subtype-based dissimilarities is unclear. Women are more frequently diagnosed with PTC, while men suffer more advanced-staged PTC. In addition, tall cell variants are more aggressive than classical and follicular variants of PTC. We hypothesized that intratumor microbiome composition distinctly alters the immune landscape and predicts clinical outcome between PTC subtypes and between patient genders. Raw whole-transcriptome RNA-sequencing, Level 3 normalized mRNA expression read counts, and DNA methylation 450 k sequencing data for untreated, nonirradiated tumor, and adjacent normal tissue were downloaded from the Genomic Data Commons (GDC) legacy archive for 563 thyroid carcinoma patients. Microbe counts were extracted using Pathoscope 2.0 software. We correlated microbe abundance to clinical variables and immune-associated gene expression. Gene-set enrichment, mutation, and methylation analyses were conducted to correlate microbe abundance to characterize microbes' roles. Overall, PTC tumor tissue significantly lacked microbes that are populated in adjacent normal tissue, which suggests presence of microbes may be critical in controlling immune cell expression and regulating immune and cancer pathways to mitigate cancer growth. In contrast, we also found that microbes distinctly abundant in tall cell and male patient cohorts were also correlated with higher mutation expression and methylation of tumor suppressors. Microbe dysbiosis in specific PTC types may explain observable differences in PTC progression and pathogenesis. These microbes provide a basis for developing specialized prebiotic and probiotic treatments for varied PTC tumors.
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