Evidence map›Paper›PMID 40622642›Full record

Observational studyUpdates in surgery2026

Innovative rapid pathological assessment technology for hepatocellular carcinoma following comprehensive treatment guided by indocyanine green fluorescence imaging.

Changcheng Tao, Huiru Yang, Nan Hu, Bo Zheng, Zhiyu Lu, Weiqi Rong, Fan Wu, Liming Wang, Dayong Cao, Jianxiong Wu and 4 more

Abstract readObservational Study
In one paragraph

Observational study in Updates in surgery, 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

14 authors.

Changcheng Tao *Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Huiru Yang *Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Nan Hu *Department of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Bo Zheng *Department of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Zhiyu LuDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Weiqi RongDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Fan WuDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Liming WangDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Dayong CaoDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Jianxiong WuDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Zhanhan TuRobert Kilpatrick Clinical Sciences Building, Leicester Royal Infirmary, University of Leicester, Leicester, UK.
Xuan MengDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China.
Haizhen LuDepartment of Pathology, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China. Luhz@cicams.ac.cn.
Hongguang WangDepartment of Hepatobiliary Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, 100021, China. wanghongguang301@163.com.

Funding

National Natural Science Foundation of China 82272963Natural Science Foundation of Beijing Municipality 4222058
6 · The paper itself

Abstract

backgroundTraditional pathological techniques for diagnosing liver cancer are limited by the need for examination of multiple points. Preoperative treatment can complicate the evaluation by causing tumor necrosis. The evolving treatment landscape requires precise, integrated, and comprehensive management to address the limitations, specifically in localization, sampling, and speed. This study aims to innovatively explore the use of indocyanine green (ICG) fluorescence imaging to guide accurate and rapid localization of residual cancer foci, facilitating rapid pathological sampling and evaluation, termed as rapid pathological technology. PATIENTS AND

methodsIn this prospective and observational study, patients undergoing surgical resection for HCC were enrolled. Traditional evaluation involved specimen fixation, sampling, sectioning, and microscopic observation, while rapid evaluation entailed fluorescence-guided rapid pathological sampling and evaluation post-dissection.

resultsA total of 37 HCC patients were included, and 103 samples of varying fluorescence intensity were collected. Analysis revealed a significant negative correlation between fluorescence intensity and tumor necrosis ratio (ρ = -0.89, p < 0.001). Furthermore, logistic regression modeling yielded an AUC of 0.947, with a specificity of 0.900 and sensitivity of 0.930, indicating strong discriminatory power for tumor necrosis status. An optimal cut-off fluorescence intensity of ≥ 20.5 was identified for predicting partial tumor necrosis. The Youden index is 0.830. Decision curve analysis demonstrated the clinical utility of the prediction model for guiding treatment decisions regarding tumor necrosis.

conclusionsRapid pathological evaluation using ICG fluorescence-guided resection specimens in liver cancer is feasible, enabling effective localization of residual cancer foci and enhancing the accuracy and efficiency of pathological sampling.

trial registrationChiCTR2400082814.

Indexed as

Carcinoma, HepatocellularIndocyanine GreenLiver NeoplasmsOptical ImagingAgedFemaleHumansMaleMiddle AgedProspective StudiesSensitivity and SpecificityTime FactorsIndocyanine GreenComprehensive treatmentHepatocellular carcinomaIndocyanine greenPathological evaluation

Identifiers

PMID40622642
PMCPMC13538157

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Registered trials

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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.