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乳腺癌中肿瘤浸润淋巴细胞的主题趋势与知识图谱:一项科学计量学分析

Thematic trends and knowledge-map of tumor-infiltrating lymphocytes in breast cancer: a scientometric analysis.

作者信息

Shi Jinan, Pan Lei, Ma Feixia, Zhang Ganlu, Duan Yin

机构信息

Department of Medical Oncology, Zhejiang Hospital, Hangzhou, Zhejiang, China.

Department of Breast Surgery, The First Affiliated Hospital of Zhejiang Chinese Medical University (Zhejiang Provincial Hospital of Chinese Medicine), Hangzhou, Zhejiang, China.

出版信息

Front Oncol. 2024 Nov 1;14:1438091. doi: 10.3389/fonc.2024.1438091. eCollection 2024.

Abstract

BACKGROUND

Tumor-infiltrating lymphocytes (TILs), essential for the anti-tumor response, are now recognized as promising and cost-effective biomarkers with both prognostic and predictive value. They are crucial in the precision treatment of breast cancer, particularly for predicting clinical outcomes and identifying candidates for immunotherapy. This study aims to encapsulate the current knowledge of TILs in breast cancer research while evaluating research trends both qualitatively and quantitatively.

METHODS

Publications on TILs in breast cancer studies from January 1, 2004, to December 31, 2023, were extracted from the Web of Science Core Collection. Co-occurrence and collaboration analyses among countries/regions, institutions, authors, and keywords were performed with Bibliometrix R packages and VOSviewer software. CiteSpace was used for reference and keyword burst detection, while high-frequency keyword layouts were generated using BICOMB. gCLUTO was employed for biclustering analysis of the binary co-keyword matrix.

RESULTS

A total of 2,066 articles on TILs in breast cancer were identified. Between 2004 and 2023, the USA and Milan University led productivity in terms of country/region and institution, respectively. The journals "CANCERS," "Breast Cancer Research and Treatment," and "Frontiers in Oncology" published the most articles on this topic. Loi S was the leading author, with the highest number of publications and co-citations. Co-keyword analysis revealed six research hotspots related to TILs in breast cancer. The pathological assessment of TILs using artificial intelligence (AI) remains in its early stages but is a key focus. Burst detection of keywords indicated significant activity in "immune cell infiltration", "immune checkpoint inhibitors", and "hormone receptor" over the past three years.

CONCLUSION

This study reviews recent advancements and trends in TILs research in breast cancer using scientometric analysis. The findings offer valuable insights for funding decisions and developing innovative strategies in TILs research, highlighting current research frontiers and trends.

摘要

背景

肿瘤浸润淋巴细胞(TILs)是抗肿瘤反应所必需的,现在被认为是具有预后和预测价值的有前景且具有成本效益的生物标志物。它们在乳腺癌的精准治疗中至关重要,特别是在预测临床结果和识别免疫治疗候选者方面。本研究旨在总结乳腺癌研究中TILs的当前知识,同时从定性和定量两方面评估研究趋势。

方法

从科学网核心合集中提取2004年1月1日至2023年12月31日期间乳腺癌研究中关于TILs的出版物。使用Bibliometrix R包和VOSviewer软件对国家/地区、机构、作者和关键词进行共现和合作分析。使用CiteSpace进行参考文献和关键词突现检测,同时使用BICOMB生成高频关键词布局。使用gCLUTO对二元共关键词矩阵进行双聚类分析。

结果

共识别出2066篇关于乳腺癌中TILs的文章。在2004年至2023年期间,美国和米兰大学分别在国家/地区和机构方面引领了研究产出。《Cancers》《乳腺癌研究与治疗》和《肿瘤学前沿》等期刊发表了关于该主题的最多文章。洛伊·S是主要作者,发表数量和被引次数最多。共关键词分析揭示了与乳腺癌中TILs相关的六个研究热点。使用人工智能(AI)对TILs进行病理评估仍处于早期阶段,但却是一个关键重点。关键词突现检测表明,在过去三年中,“免疫细胞浸润”“免疫检查点抑制剂”和“激素受体”方面有显著活动。

结论

本研究使用科学计量分析回顾了乳腺癌中TILs研究的最新进展和趋势。这些发现为TILs研究的资金决策和制定创新策略提供了有价值的见解,突出了当前的研究前沿和趋势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c60f/11564181/1696c7f0cd99/fonc-14-1438091-g001.jpg

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