Nomogram integrating systemic immune-inflammation index and blood lipid ratio to predict postoperative gastrointestinal dysfunction in elderly gallstone patients

doi:10.4240/wjgs.v18.i5.117043

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World Journal of Gastrointestinal Surgery

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1948-9366

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World J Gastrointest Surg. May 27, 2026; 18(5): 117043
Published online May 27, 2026. doi: 10.4240/wjgs.v18.i5.117043

Table 3 Logistic regression analysis of risk factors for poor postoperative gastrointestinal function in elderly gallstone patients

Factor	β	SE	Wald χ²	P value	OR	95%CI
Factor	β	SE	Wald χ²	P value	OR	Lower limit	Upper limit
TC	2.154	0.108	34.824	0.534	1.563	0.888	2.238
SII	0.245	0.371	18.996	0.003	3.411	1.763	5.059
TC/HDL-C	3.416	0.327	12.072	0.025	1.628	1.387	1.869
Gallbladder wall thickness	1.909	0.373	26.524	0.046	1.524	1.167	1.881
Operation time	0.638	0.524	6.927	0.019	2.406	1.858	2.954
Neutrophil count	-0.375	0.635	5.374	0.542	1.542	0.793	2.291
Lymphocyte count	0.547	0.024	46.698	0.457	0.937	0.573	1.301
Time to ambulation after surgery	1.527	0.846	17.051	0.008	3.457	1.109	5.805

TC: Total cholesterol; SII: Systemic immune-inflammation index; HDL-C: High-density lipoprotein cholesterol ratio; OR: Odds ratio; CI: Confidence interval.

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Citation: Zhu YY, Li JR, Jia L. Nomogram integrating systemic immune-inflammation index and blood lipid ratio to predict postoperative gastrointestinal dysfunction in elderly gallstone patients. World J Gastrointest Surg 2026; 18(5): 117043
URL: https://www.wjgnet.com/1948-9366/full/v18/i5/117043.htm
DOI: https://dx.doi.org/10.4240/wjgs.v18.i5.117043

Zhu YY, Li JR, Jia L. Nomogram integrating systemic immune-inflammation index and blood lipid ratio to predict postoperative gastrointestinal dysfunction in elderly gallstone patients. World J Gastrointest Surg 2026; 18(5): 117043 [DOI: 10.4240/wjgs.v18.i5.117043]

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