Evidence map›Paper›PMID 41215871›Full record

ArticleGland surgery2025

Developing and validating a nomogram to forecast clinically relevant postoperative pancreatic fistula following distal pancreatectomy.

Yizhang Zhu, Weigang Zhang, Xiaofeng Xue, Lei Qin, Jiayue Zou, Zuxiong Tang

Abstract read
In one paragraph

Article in Gland surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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3 · Its place in the literature

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1 citing paper in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Yizhang ZhuPancreatic Disease Center, The First Affiliated Hospital of Soochow University, Suzhou, China.ORCID https://orcid.org/0000-0001-5420-391X
Weigang ZhangDepartment of Hepatobiliary Surgery, Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.
Xiaofeng XuePancreatic Disease Center, The First Affiliated Hospital of Soochow University, Suzhou, China.
Lei QinPancreatic Disease Center, The First Affiliated Hospital of Soochow University, Suzhou, China.
Jiayue Zou *Pancreatic Disease Center, The First Affiliated Hospital of Soochow University, Suzhou, China.
Zuxiong Tang *Department of Hepatobiliary Surgery, Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: After distal pancreatectomy (DP), clinically relevant postoperative pancreatic fistula (CR-POPF) is a critical complication that adversely affects the prognosis of patients. The present study identified the risk factors for CR-POPF occurrences, as well as developing a nomogram to predict their risk after DP. Methods: We retrospectively examined 300 medical records, obtaining the patients' preoperative clinical baseline data, laboratory indicators, preoperative computed tomography (CT) data, and intraoperative clinical information. We determined CR-POPF independent risk factors using univariate as well as multivariate logistic regression analyses. We created a risk nomogram based on these variables and used the bootstrap method for internal validation. Area under the curve (AUC) assessed the nomogram's predictive power. The nomogram's clinical value and viability were evaluated using decision curve analysis (DCA) as well as clinical impact curve (CIC). Results: CR-POPF developed in 84 of the 300 patients (28.0% incidence). CR-POPF was found to be independently risked by operation time (P=0.002), preoperative C-reactive protein (CRP) levels (P<0.001), CT (pancreas)-to-CT (psoas major) ratio (P<0.001), and pancreatic thickness (PT) at transection site (P<0.001). The nomogram's AUC was 0.901, which, along with the DCA, highlighted the nomogram's excellent performance, surpassing those of four alternative CR-POPF prediction models. The nomogram has an immense net clinical advantage, according to the CIC. Conclusions: The developed nomogram can be useful in identifying high-risk patients and formulating individualized perioperative plans to prevent the risk of CR-POPF formation in patients undergoing DP.

Indexed as

Distal pancreatectomy (DP)nomogrampostoperative pancreatic fistula (POPF)risk factors

Identifiers

PMID41215871
PMCPMC12596499

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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.