Evidence map›Paper›PMID 42709185›Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Identifying the therapeutic effects of talniflumate in metastatic papillary thyroid microcarcinoma through integrating multiple omics analysis.

Ke Hu, Xingtong Dong, Yixiao Lv, Jiaxiao Zheng, Shuyan Cao, Shuyuan Zhu, Ziyi Guo, Yuping Song

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Article in Naunyn-Schmiedeberg's archives of pharmacology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Ke Hu *Departments of Endocrinology, Minhang Hospital, Fudan University, Shanghai, 201100, China.
Xingtong Dong *School of Pharmaceutical Sciences, Wenzhou Medical University, Wenzhou, 325035, China.
Yixiao LvWenzhou Medical University, Wenzhou, 325035, China.
Jiaxiao ZhengWenzhou Medical University, Wenzhou, 325035, China.
Shuyan CaoWenzhou Medical University, Wenzhou, 325035, China.
Shuyuan ZhuWenzhou Medical University, Wenzhou, 325035, China.
Ziyi GuoDepartments of Endocrinology, Minhang Hospital, Fudan University, Shanghai, 201100, China. guoziyi1015@163.com.
Yuping SongDepartments of Endocrinology, Minhang Hospital, Fudan University, Shanghai, 201100, China. 18019148006@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Papillary thyroid microcarcinoma (PTMC) is a prevalent endocrine malignancy, and metastatic progression remains a major clinical concern. Identifying novel therapeutic strategies and metastasis-associated targets is therefore urgently needed. Integrated transcriptomic analyses were performed using TCGA and GEO datasets to identify metastasis-associated genes and biological pathways in PTMC. Functional enrichment, immune infiltration analysis, single-cell RNA sequencing analysis, and external validation were conducted to characterize candidate genes. The connectivity map (CMap) database was used for drug screening, followed by network pharmacology, molecular docking, and molecular dynamics simulations to evaluate potential therapeutic candidates. In vitro assays, including proliferation, migration, invasion, macrophage co-culture experiments, and Western blot analysis, were performed to evaluate the biological effects of the candidate drug. Twenty differentially expressed genes were identified between metastatic and non-metastatic PTMC samples, among which AREG and HBEGF were prioritized as hub candidates. HBEGF showed a negative correlation with tumor mutational burden, although its biological significance requires further investigation. Enrichment analyses suggested that ErbB signaling may be involved in PTMC metastatic progression. External validation using an independent GEO cohort provided additional support for the association between HBEGF expression and metastatic characteristics. CMap-based screening identified talniflumate as a potential therapeutic candidate. In vitro experiments demonstrated that talniflumate suppressed proliferation, migration, and invasion of thyroid cancer cells. Furthermore, talniflumate promoted M1 macrophage polarization and increased pro-inflammatory cytokine secretion in a cancer cell-macrophage co-culture model. Western blot analysis showed reduced HBEGF protein expression following talniflumate treatment, suggesting a potential regulatory effect on the HBEGF-associated signaling network. This study identifies HBEGF as a potential metastasis-associated candidate in PTMC and suggests that talniflumate may represent a promising therapeutic candidate. The proposed HBEGF-associated regulatory mechanism provides a potential direction for further investigation, while larger independent cohorts and additional mechanistic studies are required for validation.

Indexed as

BioinformaticsPapillary thyroid microcarcinomaSingle-cell sequenceTalniflumateTranscriptome

Identifiers

PMID42709185

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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.