Evidence map›Paper›PMID 41982748›Full record

ArticleJournal of hepatocellular carcinoma2026

The Impact of Spatiotemporal Patterns of Tumor Recurrence on Prognosis in Hepatocellular Carcinoma Patients Undergoing Surgery After Conversion Therapy.

Zhihong Chen, Han Zheng, Mingjian Piao, Longhao Zhang, Yuxiao Sun, Kai Zhang, Junwei Zhang, Yaoge Liu, Yiyao Xu, Xin Lu

Abstract read
In one paragraph

Article in Journal of hepatocellular carcinoma, 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

10 authors.

Zhihong Chen *Department of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.ORCID 0000-0002-9749-2501
Han Zheng *Department of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Mingjian Piao *Department of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Longhao ZhangDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Yuxiao SunDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Kai ZhangDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Junwei ZhangDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.ORCID 0000-0002-2833-0090
Yaoge LiuDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Yiyao XuDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.
Xin LuDepartment of Liver Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Beijing, 100730, People's Republic of China.ORCID 0009-0006-3219-5190

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To characterize the spatiotemporal patterns of recurrence and assess their impact on survival in hepatocellular carcinoma (HCC) patients undergoing curative resection after conversion therapy. Methods: We retrospectively analyzed 80 HCC patients who achieved successful conversion and underwent resection between January 2019 and February 2025. Recurrence was classified by timing (early ≤10.5 months vs. late >10.5 months, determined by maximally selected log-rank statistics) and location (intrahepatic vs. extrahepatic) of the first recurrence. Exploratory analyses were also conducted using a 12-month cutoff to align with clinical practice. Post-recurrence survival (PRS), overall survival, and recurrence-free survival were evaluated using Kaplan-Meier analysis. The multivariable Cox models were used to calculate the adjusted hazard ratio and 95% confidence interval for PRS. Results: Recurrence occurred in 52.5% of patients. Early recurrence was associated with significantly worse PRS than late recurrence ( Conclusion: In this cohort, time to recurrence is the dominant prognostic factor, with recurrence site providing additional stratification. These findings support the use of spatiotemporal recurrence patterns for risk-adapted surveillance and adjuvant strategies.

Indexed as

conversion therapyhepatocellular carcinomapatterns of recurrencesurgical resectionsurvival prognosis

Identifiers

PMID41982748
PMCPMC13075501

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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.