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Copyright: ©Author(s) 2026. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial (CC BY-NC 4.0) license. No commercial re-use. See permissions. Published by Baishideng Publishing Group Inc.
World J Gastrointest Surg. Jul 27, 2026; 18(7): 119151
Published online Jul 27, 2026. doi: 10.4240/wjgs.v18.i7.119151
Albumin as a predictor in a nomogram for severe complications following gastrointestinal surgery and how to manage it
Feng Feng, Jiu-Gong Wang, Chen Li, Zi-Chao Qiu, Yuan An, Zhe-Tan Ren, Jian-Fei Chen, Lei Gong, Ji-Run Peng
Feng Feng, Jiu-Gong Wang, Chen Li, Zi-Chao Qiu, Yuan An, Zhe-Tan Ren, Jian-Fei Chen, Lei Gong, Ji-Run Peng, Department of Hepatobiliary and Pancreatic Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing 100038, China
Co-first authors: Feng Feng and Jiu-Gong Wang.
Author contributions: Feng F and Wang JG played important roles in the experimental design; Feng F, Wang JG and Li C prepared and edited the manuscript; Feng F and Li C analyzed and interpreted the data; Wand JG and An Y collected the data; Qiu ZC and Ren ZT conducted a literature search of clinical studies; Gong L and Chen JF defined the intellectual content; Gong L and Peng JR designed the research study; Peng JR reviewed the manuscript; All authors have read and approved the final manuscript.
Supported by National Natural Science Foundation of China, No. 82372796; and China Railway Group Limited Science and Technology Research and Development Plan, No. J2022Z615.
Institutional review board statement: The study was approved by the Ethics Committees of Beijing Shijitan Hospital (No. IIT2025-055-002).
Informed consent statement: All participants provided informed consent.
Conflict-of-interest statement: The authors have no conflicts of interest to declare.
Data sharing statement: Dataset available from the first author at fengfeng960914@163.com. Participants gave informed consent for data sharing.
Corresponding author: Ji-Run Peng, MD, Professor, Department of Hepatobiliary and Pancreatic Surgery, Beijing Shijitan Hospital, Capital Medical University, Tieyi Road, Haidian District, Beijing 100038, China. pengjr@medmail.com.cn
Received: January 23, 2026
Revised: February 7, 2026
Accepted: March 17, 2026
Published online: July 27, 2026
Processing time: 188 Days and 21.4 Hours
Abstract
BACKGROUND

Perioperative serum albumin (ALB) levels affect the outcomes of patients undergoing gastrointestinal surgery. ALB supplementation in patients with low protein levels may therefore be beneficial. However, the specific effects of and optimal levels for serum ALB supplementation remain to be elucidated.

AIM

To develop and validate a nomogram for predicting severe complications on the basis of the serum ALB concentration and to establish optimal postoperative serum ALB concentration ranges.

METHODS

A total of 409 patients who underwent gastrointestinal surgery were randomly divided into a training cohort and a validation cohort. Patients with Clavien-Dindo grade II or higher complications were classified as having severe complications. A nomogram was developed on the basis of the serum ALB concentration to predict the risk of severe complications. Receiver operating characteristic curve, calibration curve and decision curve analysis were performed to validate the nomogram. The χ2 test was used to compare the incidence of severe complications across different ALB ranges.

RESULTS

Logistic regression analysis revealed that the American Society of Anesthesiologists grade, surgery duration, preoperative serum ALB concentration, and age were significant predictors of severe complications. The nomogram developed using these predictors yielded an area under the area under the curve of 0.728 in the training cohort and 0.700 in the validation cohort; the calibration curves demonstrated good consistency between the predicted and observed probabilities in the two cohorts. Decision curve analysis demonstrated that the nomogram provided net benefits in predicting severe complications within threshold probability ranges of 19%-81% and 9%-66% in the two cohorts. Compared to those with relatively low peak postoperative serum ALB concentrations, patients with relatively high concentrations had a significantly lower incidence of severe complications (60.5% vs 40.7%; P = 0.041).

CONCLUSION

A nomogram that incorporates four clinical characteristics could be valuable for predicting the risk of severe complications. An appropriate range of serum ALB concentrations may be associated with a lower incidence of severe complications.

Keywords: Gastrointestinal surgery; Serum albumin; Nomogram; Complications; Clavien-Dindo

Core Tip: Serum albumin (ALB) is valuable for reducing the occurrence of severe complications during the perioperative period and for postoperative recovery in patients who undergo gastrointestinal surgery. This study developed a nomogram based on four clinical characteristics, which may be valuable for predicting the risk of severe postoperative complications and could conveniently provide surgeons with early decision-making and timely interventions for high-risk patients. Additionally, compared to those with relatively low peak postoperative serum ALB concentrations, patients with relatively high postoperative serum ALB concentrations had a significantly lower incidence of severe complications. This study provides a valuable reference for perioperative ALB usage.

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