Evidence map›Paper›PMID 41445868›Full record

ArticleOncology reviews2025

Temporal changes in tongue color during immune checkpoint inhibitor therapy in patients with non-small-cell lung cancer: a prospective observational study using digital tongue diagnosis.

Eunbyul Cho, Woosu Choi, Jun Hyeok Lim, Ji Woong Son, Seung Hun Jang, Seung Hyeun Lee, Jong Gwon Choi, In-Jae Oh, Tae-Won Jang, Seong Hoon Yoon and 5 more

Abstract read
In one paragraph

Article in Oncology reviews, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Article
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

15 authors.

Eunbyul ChoDepartment of Diagnostics, College of Korean Medicine, Wonkwang University, Iksan, Republic of Korea.
Woosu ChoiDigital Health Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea.
Jun Hyeok LimDivision of Pulmonology, Department of Internal Medicine, Inha University Hospital, Inha University College of Medicine, Incheon, Republic of Korea.
Ji Woong SonDivision of Pulmonology, Department of Internal Medicine, Konyang University Hospital, Daejeon, Republic of Korea.
Seung Hun JangDivision of Pulmonary, Allergy, and Critical Care Medicine, Department of Internal Medicine, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Gyeonggi, Republic of Korea.
Seung Hyeun LeeDivision of Pulmonary and Critical Care Medicine, Department of Internal Medicine, Kyung Hee University Hospital, Kyung Hee University College of Medicine, Seoul, Republic of Korea.
Jong Gwon ChoiDepartment of Oncology- Hematology, Konyang University Hospital, Daejeon, Republic of Korea.
In-Jae OhDepartment of Internal Medicine, Chonnam National University Medical School and Hwasun Hospital, Jeonnam, Republic of Korea.
Tae-Won JangDepartment of Internal Medicine, Kosin University Gospel Hospital, Busan, Republic of Korea.
Seong Hoon YoonDepartment of Internal Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea.
Seung Joon KimDepartment of Internal Medicine, Seoul St. Mary's Hospital, Postech-Catholic University Biomedical Engineering Institute, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea.
Chang-Min ChoiDepartment of Pulmonary and Critical Care Medicine, Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Republic of Korea.
Sung Yong LeeDivision of Pulmonary, Allergy, and Critical Care Medicine, Korea University Guro Hospital, Seoul, Republic of Korea.
Mi Mi KoKM Science Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea.
Mi-Kyung JeongKM Convergence Research Division, Korea Institute of Oriental Medicine, Daejeon, Republic of Korea.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Tongue diagnosis (TD), a key component of traditional East Asian medicine, employs a unique pattern-based diagnostic system. Digital TD enables quantitative assessment of tongue characteristics, like body and coating color, enhancing objectivity and reproducibility. While abnormal tongue features (including dark red, bluish, or pale appearance) have been documented in patients with cancer, the relationship between longitudinal changes in tongue characteristics and immune checkpoint inhibitor (ICI) treatment response or survival outcomes in non-small-cell lung cancer (NSCLC) remains underexplored. This multicenter, prospective, observational study investigated whether longitudinal tongue changes differ by ICI response and predict survival in patients with NSCLC. Methods: We enrolled patients with stage IIIB, IIIC, or IV NSCLC scheduled to receive second-line or subsequent pembrolizumab or atezolizumab following first-line platinum-based therapy failure. Digital tongue images were collected every 9 weeks from baseline to week 45. Linear mixed models evaluated temporal parameter changes and compared responders (durable clinical benefits ≥6 months) Results: Of 170 enrolled participants, 140 were included in the analysis. Early in treatment, tongue lightness decreased in the body, fur, root, and center areas in both responders and nonresponders; however, the darkening was more pronounced in nonresponders, with significant visit-by-response interaction effects. In multivariate Cox analysis, lightness changes of the tongue body were significantly associated with PFS (hazard ratio [HR] = 0.93; 95% confidence interval [CI], 0.88-0.99; Conclusion: Digital TD diagnosis, particularly monitoring tongue lightness changes, may provide a valuable noninvasive prognostic tool for patients with NSCLC undergoing ICI therapy. It offers information for both PFS and OS, potentially complementing current biomarkers for cancer immunotherapy.

Indexed as

digital tongue imageimmunotherapylung cancerprognosistongue diagnosis

Identifiers

PMID41445868
PMCPMC12722973

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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.