Evidence map›Paper›PMID 42729261›Full record

SynthesisFrontiers in oncology2026

Radiotherapy integration after transoral robotic surgery in head and neck cancer: a bibliometric and knowledge-mapping analysis of adjuvant treatment, de-escalation, functional preservation, and survival outcomes.

Defu Yang, Jianjing Wang, Ying Xu, Jing Liu, XinYing Ma, Ying Li, Dongyang Lv, Feng Shang

Abstract readSystematic Review
In one paragraph

Synthesis in Frontiers in oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Defu Yang *Department of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
Jianjing Wang *Department of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
Ying XuDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
Jing LiuDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
XinYing MaDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
Ying LiDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
Dongyang LvDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.
Feng ShangDepartment of Radiation Oncology, General Hospital of Northern Theater Command, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Transoral robotic surgery (TORS) is increasingly considered within multimodality treatment pathways for selected head and neck cancers, in which postoperative pathology may influence radiotherapy (RT), chemoradiotherapy (CRT), treatment de-intensification, and functional preservation. This study characterized the development, knowledge structure, and thematic evolution of research on RT integration after TORS. Methods: Publications from 1 January 2010 to 1 August 2026 were retrieved from the Web of Science Core Collection, Scopus, and PubMed. After deduplication, exclusion of records lacking predefined fields required for downstream analyses, and manual topical screening, 215 publications were included. Bibliometric and knowledge-mapping analyses assessed publication and citation trends, contributors and collaboration, co-citation, bibliographic coupling, keyword and thematic evolution, and exploratory logistic life-cycle and latent Dirichlet allocation (LDA) models. Results: The 215 publications were distributed across 54 sources, with an annual growth rate of 14.72%; 60.0% were published during 2020-2026. International co-authorship accounted for 13.49%. The United States was the leading corresponding-author country, accounting for 96 publications (44.7% of the total corpus). Citation and co-citation structures linked foundational TORS studies with evidence on HPV-associated prognosis and postoperative RT/CRT. Keyword and thematic analyses showed persistent prominence of TORS and oropharyngeal squamous cell carcinoma, alongside increasing representation of adjuvant treatment, HPV-associated disease, swallowing, and functional outcomes. Bibliographic coupling and factorial analysis indicated substantial thematic overlap rather than clearly separated research domains. Exploratory logistic modeling showed only moderate fit (R² = 0.778) and did not fully capture the empirical publication peak, while the five-topic LDA solution had limited bootstrap stability (0.3356). Conclusion: The literature has shifted from predominantly procedure-centered investigation toward greater attention to risk-adapted postoperative management. Current research increasingly integrates treatment selection, RT dose and target-volume modification, and functional outcomes. Prospective multicenter studies with standardized postoperative risk definitions and long-term oncologic and functional assessment are needed to define the appropriate limits of treatment de-intensification.

Indexed as

bibliometric analysisde-escalationfunctional preservationhead and neck cancerHPVknowledge mappingoropharyngeal cancerradiotherapy

Identifiers

PMID42729261
PMCPMC13561835

What OpenQuestion holds

Textmetadata
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.