Evidence map›Paper›PMID 42298031›Full record

ArticleSurgical endoscopy2026

Carbon nanoparticles-guided margin identification and lymphadenectomy in laparoscopic distal gastrectomy for gastric cancer: a propensity score-matched study.

Yize Liang, Rudong Zhao, Weibo Cao, Jianye Feng, Zhibo Yan, Meng Wei, Tongchao Zhang, Xiaohan Cui, Zewei Cheng, Yihang Xu and 3 more

Abstract read
PubMed Publisher
In one paragraph

Article in Surgical endoscopy, 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

13 authors.

Yize LiangDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Rudong ZhaoDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Weibo CaoDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Jianye FengDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Zhibo YanDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Meng WeiDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Tongchao ZhangClinical Epidemiology Unit, Qilu Hospital of Shandong University, Jinan, China.
Xiaohan CuiDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Zewei ChengDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Yihang XuDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Xin YanDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China.
Pengyu LiDepartment of Emergency Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China. sydss@sina.com.
Wenbin YuDepartment of General Surgery, Qilu Hospital of Shandong University, No.107 Wenhuaxi Road, Jinan, 250012, Shandong Province, China. wenbin_yu2003@163.com.

Funding

Horizontal Project of Shandong University 6010123193Horizontal Project of Shandong University 6010125120National Natural Science Foundation of China 82404005Natural Science Foundation of Shandong Province ZR2023QH166Natural Science Foundation of Shandong Province ZR2024LZL015Natural Science Foundation of Shandong Province ZR2025MS1250
6 · The paper itself

Abstract

backgroundAccurate tumor localization and thorough lymphadenectomy remain challenges in laparoscopic distal gastrectomy for gastric cancer. While indocyanine green (ICG) fluorescence imaging is effective, it requires near-infrared equipment, limiting its use in primary medical institutions. This study aimed to evaluate the application of a carbon nanoparticle suspension (CNS) as an alternative tracer for margin identification and lymphadenectomy.

methodsIn this retrospective study, 545 patients undergoing laparoscopic distal gastrectomy were categorized into CNS, ICG, or control groups. Propensity score matching (PSM) at a 1:1 ratio was performed. The primary endpoint was the positive rate of the initial proximal margin (PM). Secondary endpoints included the length of margins, the number of harvested lymph nodes, surgical outcomes, and prognosis.

resultsAfter PSM, 133 pairs (CNS vs. control) and 127 pairs (CNS vs. ICG) were analyzed. Compared to the control group, the CNS group had a significantly lower initial positive proximal margin rate (0.8% vs. 6.0%; P = 0.039), more harvested lymph nodes (38 vs. 32; P < 0.001), less variability in PM length (P = 0.048) and shorter operation time (P = 0.008). The CNS group exhibited a smaller gastric wall diffusion range (3.3 cm vs. 5.0 cm; P < 0.001) than the ICG group. Three-year overall survival and disease-free survival were comparable between the CNS and control groups.

conclusionCNS serves as a practical auxiliary tool for margin identification and lymphadenectomy in conventional laparoscopic distal gastrectomy. Although CNS provides less precise boundary guidance than ICG, it remains a viable alternative in hospitals lacking fluorescence imaging equipment.

Indexed as

CarbonGastrectomyLaparoscopyLymph Node ExcisionMargins of ExcisionNanoparticlesStomach NeoplasmsAgedColoring AgentsFemaleHumansIndocyanine GreenMaleMiddle AgedPropensity ScoreRetrospective StudiesCarbonColoring AgentsIndocyanine GreenGastrectomyLymphadenectomyNanoparticlesStomach neoplasmsSurgical margins

Identifiers

What Socratic 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 Socratic graph.