1.Targeted fluorescent imaging probes for detecting the spatial distribution of VEGF in the retinas of rats with radiation retinopathy
Yunhe DING ; Bin WANG ; Feng LIU ; Zhiyang ZHANG ; Haibei DONG ; Wenwen GUO ; Haitao YIN
International Eye Science 2026;26(4):567-572
AIM: To detect the distribution and expression of vascular endothelial growth factor(VEGF)in radiation retinopathy(RR)through fluorescence targeted imaging.METHODS:Covalent binding of fluorescein FITC with VEGF antibody ranibizumab to prepare targeted fluorescent imaging probe ranibizumab-FITC. SD rats were randomly divided into three groups based on the principle of weight balance: a normal control group(Con group), a low-dose radiation group(10 Gy group), and a high-dose radiation group(30 Gy group). Medical linear accelerators and lead blocks were used to locally irradiate the rat eyeballs for modeling. Western blot and qRT-PCR were used to detect the expression levels of VEGF-A in each group and to screen for appropriate modeling dose. The inverted fluorescence microscope and the confocal microscope were used to observe the distribution of VEGF and imaging probes in the retinas of control and RR model group rats, and to verify the effectiveness of targeted probes.RESULTS:The expression level of VEGF-A in the retina of rats in the high-dose radiation group(30 Gy group)was higher than that in the normal control group(Con group). In early RR, VEGF expression was observed to be associated with microaneurysms and abnormal microvessels in the retina. VEGF accumulation was observed at the site of capillary wall damage. When retinal capillary endothelial damage occurred, targeted probes gathered on the outer surface of the vessel wall.CONCLUSION:The expression level of VEGF in the retina of RR model rats is elevated, and fluorescent targeted molecular imaging probes can detect the spatial distribution of VEGF at the microvascular lesions in the retina of RR rats.
2.Mechanism of Huangqi Chifengtang in Treating Atherosclerosis Based on 16S rRNA Sequencing and Metabolomics
Yuqin LIANG ; Jiaqi FU ; Yunhe SHI ; Fang LU ; Donghua YU ; Shumin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(13):94-103
ObjectiveTo investigate the mechanism of action of Huangqi Chifengtang (HQCFT) on rats with atherosclerosis (AS) by regulating the gut microbiota and their metabolites. MethodsA rat model of AS was induced through high-fat diet feeding and vitamin D3 injection, and the modeling lasted for 12 weeks. Fifty eight-week-old male SD rats were randomly divided into five groups: A blank group, a model group, a group receiving a low dose of HQCFT at 1.53 g·kg-1 (HQCFT-L group), a group receiving a high dose of HQCFT at 3.06 g·kg-1 (HQCFT-H group), and a group receiving atorvastatin calcium tablets at 1.8 mg·kg-1 (Ato group), with 10 rats in each group. Oral gavage administration started on the day after model establishment, once daily for four weeks. The efficacy of HQCFT was verified using aortic hematoxylin-eosin (HE) staining and determination of lipid levels and hemorrheology. The real-time polymerase chain reaction (Real-time PCR) was used for detecting inflammatory factor levels in the aorta, high-throughput sequencing for analyzing the gut microbiota composition in intestinal contents, targeted metabolomics for detecting short-chain fatty acid (SCFA) levels, and non-targeted metabolomics for identifying metabolomic profiles of intestinal contents. ResultsCompared with that in the blank group, the aortic tissue of rats in the model group showed significant AS lesions, including endothelial damage, inflammatory infiltration, and formation of fibrous plaques and calcified foci. Moreover, serum triacylglycerol (TG), total cholesterol (TC), and low-density lipoprotein cholesterol (LDL-C) levels were significantly elevated (P<0.05), while high-density lipoprotein cholesterol (HDL-C) levels were significantly reduced (P<0.05). Significant increases were observed in whole blood viscosity, plasma viscosity, and the mRNA expression levels of NOD-like receptor pyrin domain containing 3 (NLRP3), Caspase-1, interleukin (IL)-β, IL-6, and tumor necrosis factor-α (TNF-α) in aortic tissue (P<0.05). Additionally, gut microbiota composition, SCFA levels, and metabolomic profiles were significantly altered. Compared with those in the model group, serum TC, TG, and LDL-C levels, as well as the whole blood viscosity and plasma viscosity, were significantly reduced in all groups treated with HQCFT (P<0.05). Significant decreases were observed in NLRP3 mRNA expression levels in all groups treated with HQCFT, Caspase-1, IL-β, and IL-6 mRNA expression levels in the HQCFT-H group, and TNF-α mRNA expression levels in the HQCFT-L group (P<0.05). HQCFT reversed the increase in the F/B ratio and dialled back the decrease in the relative abundance of Blautia and the increase in that of Desulfovibrio. HQCFT promoted the production of acetic acid, valeric acid, and propionic acid. Non-targeted metabolomics identified 39 differential metabolites, which were mainly enriched in metabolic pathways such as arachidonic acid metabolism and primary bile acid biosynthesis. ConclusionThe mechanism by which HQCFT ameliorates AS injury may be related to the improvement of dyslipidemia and body inflammatory responses by altering gut microbiota composition, promoting SCFA production, and regulating the levels of metabolites in intestinal contents.
3.Mechanism of Huangqi Chifengtang in Treating Atherosclerosis Based on 16S rRNA Sequencing and Metabolomics
Yuqin LIANG ; Jiaqi FU ; Yunhe SHI ; Fang LU ; Donghua YU ; Shumin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(13):94-103
ObjectiveTo investigate the mechanism of action of Huangqi Chifengtang (HQCFT) on rats with atherosclerosis (AS) by regulating the gut microbiota and their metabolites. MethodsA rat model of AS was induced through high-fat diet feeding and vitamin D3 injection, and the modeling lasted for 12 weeks. Fifty eight-week-old male SD rats were randomly divided into five groups: A blank group, a model group, a group receiving a low dose of HQCFT at 1.53 g·kg-1 (HQCFT-L group), a group receiving a high dose of HQCFT at 3.06 g·kg-1 (HQCFT-H group), and a group receiving atorvastatin calcium tablets at 1.8 mg·kg-1 (Ato group), with 10 rats in each group. Oral gavage administration started on the day after model establishment, once daily for four weeks. The efficacy of HQCFT was verified using aortic hematoxylin-eosin (HE) staining and determination of lipid levels and hemorrheology. The real-time polymerase chain reaction (Real-time PCR) was used for detecting inflammatory factor levels in the aorta, high-throughput sequencing for analyzing the gut microbiota composition in intestinal contents, targeted metabolomics for detecting short-chain fatty acid (SCFA) levels, and non-targeted metabolomics for identifying metabolomic profiles of intestinal contents. ResultsCompared with that in the blank group, the aortic tissue of rats in the model group showed significant AS lesions, including endothelial damage, inflammatory infiltration, and formation of fibrous plaques and calcified foci. Moreover, serum triacylglycerol (TG), total cholesterol (TC), and low-density lipoprotein cholesterol (LDL-C) levels were significantly elevated (P<0.05), while high-density lipoprotein cholesterol (HDL-C) levels were significantly reduced (P<0.05). Significant increases were observed in whole blood viscosity, plasma viscosity, and the mRNA expression levels of NOD-like receptor pyrin domain containing 3 (NLRP3), Caspase-1, interleukin (IL)-β, IL-6, and tumor necrosis factor-α (TNF-α) in aortic tissue (P<0.05). Additionally, gut microbiota composition, SCFA levels, and metabolomic profiles were significantly altered. Compared with those in the model group, serum TC, TG, and LDL-C levels, as well as the whole blood viscosity and plasma viscosity, were significantly reduced in all groups treated with HQCFT (P<0.05). Significant decreases were observed in NLRP3 mRNA expression levels in all groups treated with HQCFT, Caspase-1, IL-β, and IL-6 mRNA expression levels in the HQCFT-H group, and TNF-α mRNA expression levels in the HQCFT-L group (P<0.05). HQCFT reversed the increase in the F/B ratio and dialled back the decrease in the relative abundance of Blautia and the increase in that of Desulfovibrio. HQCFT promoted the production of acetic acid, valeric acid, and propionic acid. Non-targeted metabolomics identified 39 differential metabolites, which were mainly enriched in metabolic pathways such as arachidonic acid metabolism and primary bile acid biosynthesis. ConclusionThe mechanism by which HQCFT ameliorates AS injury may be related to the improvement of dyslipidemia and body inflammatory responses by altering gut microbiota composition, promoting SCFA production, and regulating the levels of metabolites in intestinal contents.
4.Mechanism of formononetin combined with platelet-rich plasma in enhancing osteoblast proliferation and differentiation
Ping LYU ; Jinguang LIU ; Ai JIN ; Yunhe WU ; Jiangong LU ; Fengjing GENG ; Yan JIN
Journal of Chinese Physician 2025;27(10):1533-1537
Objective:To investigate the mechanism by which formononetin combined with platelet-rich plasma (PRP) enhances the proliferation and differentiation of osteoblasts.Methods:Rat osteoblasts ROS17/2.8 were cultured in vitro and treated with formononetin (10, 20, 40 μmol/L) combined with PRP. Cells were also intervened with G15 (a G protein-coupled estrogen receptor inhibitor) and Super-TDU [a Yes-related protein (YAP) inhibitor]. Cell proliferation viability was detected using the cell counting kit-8 (CCK-8) assay; alkaline phosphatase (ALP) activity was measured using an ALP assay kit; protein expression of G protein-coupled estrogen receptor (GPER) and p-YAP was detected by Western blot; and YAP subcellular distribution was analyzed by fluorescence assay.Results:Formononetin (20 μmol/L) synergistically enhanced the PRP-induced proliferation and ALP activity of osteoblasts (all P<0.05). Compared with the control group, formononetin significantly up-regulated GPER protein expression and down-regulated p-YAP protein expression (all P<0.01), with the most pronounced effects observed at 20 μmol/L. Formononetin (20 μmol/L) induced nuclear accumulation of YAP protein in osteoblasts. Pretreatment with G15 or Super-TDU reversed the synergistic effect of formononetin on PRP, and both the cell proliferation rate and ALP activity were lower than those in the PRP+ formononetin group (all P<0.01). Conclusions:Formononetin enhances the PRP-induced proliferation and differentiation of osteoblasts through the GPER/YAP signaling pathway.
5.Impacts of intervertebral foramen endoscopic surgery combined with silver needle hyperthermia therapy on lumbar spine function and local tenderness in patients with lumbar disc herniation
Yunhe WU ; Peng QI ; Beibei LIU ; Xueping SU ; Qianqian ZHANG ; Zenghui LIANG
China Journal of Endoscopy 2025;31(2):9-15
Objective To investigate the impacts of intervertebral foramen endoscopic surgery combined with silver needle hyperthermia therapy on lumbar spine function and local tenderness in patients with lumbar disc herniation(LDH).Methods From April 2020 to March 2023,100 LDH patients were randomly devided into a control group(50 cases)and an observation group(50 cases)through random number table method.The control group was treated with intervertebral foramen endoscopic surgery combined with conventional lumbar and dorsal muscle training,while observed group was treated with intervertebral foramen endoscopic surgery combined with silver needle warm therapy.The lumbar function,local tenderness,laboratory indicators,and adverse reactions were compared.Results The Japanese Orthopaedic Association(JOA)score increased in both groups after treatment,and observed group had obviously higher scores,the differences were statistically significant(P<0.05);After treatment,both groups showed a decrease in pain visual analogue scale(VAS)score,and observed group had obviously lower scores,the differences were statistically significant(P<0.05);The levels of interleukin-6(IL-6),tumor necrosis factor-α(TNF-α),prostaglandin E2(PGE2),and 5-hydroxytryptamine(5-HT)in both groups decreased after treatment,and the observed group showed a more obvious decrease in all indicators,the differences were statistically significant(P<0.05);The incidence of adverse reactions was 4.00%(2/50)in observed group and 20.00%(10/50)in the control group,adverse reactions in observed group were obviously fewer,the difference was statistically significant(P<0.05).Conclusion The combination of intervertebral foramen endoscopic surgery and silver needle hyperthermia therapy can effectively improve lumbar spine function and alleviate local tenderness symptoms in patients with LDH.It is worthy clinical application.
6.Analysis of the efficacy and influencing factors of immunotherapy in gastric cancer liver metastasic patients
Tingting LU ; Yunhe GAO ; Gan ZHANG ; Haiya ZHANG ; Yi LIU ; Zhida CHEN ; Hongqing XI
Chinese Journal of Surgery 2025;63(2):136-146
Objective:To explore the efficacy and factors affecting the treatment of gastric cancer liver metastasis (GCLM) with immune checkpoint inhibitors (ICI).Methods:This is a retrospective cohort study. Clinical and pathological data of 588 patients with GCLM treated at the Department of General Surgery, First Medical Center, People′s Liberation Army General Hospital, from January 2018 to December 2022 were retrospectively collected. There were 491 males and 97 females, aged ( M(IQR)) 60(14) years (range: 18 to 86 years). Patients were divided into an ICI treatment group ( n=142) and a non-ICI treatment group ( n=446) based on whether they received ICI therapy. Clinical and pathological data between the two groups were compared using the χ2 test or Mann-Whitney U test. Propensity score matching (PSM) was performed with cT stage, cN stage, surgical treatment, targeted therapy, and biomarkers as covariates, using a 1∶1 nearest neighbor matching method with a caliper value of 0.2. Univariate and multivariate analyses were conducted using Cox proportional hazards regression models, with relevant variables selected through forward stepwise regression. Survival curves were plotted using the Kaplan-Meier method, and group differences were compared using the Log-rank test. Subgroup analysis was conducted to identify potential beneficiary populations for ICI through forest plots. Results:After PSM, 114 patients were included in each group, and there were no statistically significant differences in the baseline data between the two groups (all P>0.05). The results of Cox multivariate analysis after PSM showed that cN2-3 stage ( HR=1.348, 95% CI: 1.091 to 1.665, P=0.006) and peritoneal metastasis ( HR=1.877, 95% CI:1.360 to 2.590, P<0.01) were independent risk factors for survival in GCLM patients; radical surgery ( HR=0.391, 95% CI: 0.305 to 0.501, P<0.01), immunotherapy ( HR=0.630, 95% CI: 0.503 to 0.788, P<0.01), and deficient DNA mismatch repair (dMMR) or combined positive score (CPS)≥5 ( HR=0.454, 95% CI: 0.320 to 0.644, P<0.01) were independent protective factors for survival in GCLM patients. After PSM, the overall survival was 12.4 (13.0) months in the non-immunotherapy group and 17.6 (17.8) months in the immunotherapy group (Log-rank test: P=0.029). Subgroup analysis showed that female patients, those with primary tumors located in the upper stomach, cN2-3 stage, one liver metastasis, synchronous liver metastasis, receiving targeted therapy, and those with dMMR or CPS≥5 were more likely to benefit from ICI therapy (all P<0.05). Conclusions:ICI prolongs overall survival in GCLM patients. Female patients, those with primary tumors located in the upper stomach, cN2-3 stage, one liver metastasis, synchronous liver metastasis, receiving targeted therapy, and those with dMMR or CPS≥5 are more likely to benefit from ICI therapy.
7.A brief discussion on TCM diagnosis and treatment of myelodysplastic syndrome based on the Theory of " Sui Qi Suo De"
Yunhe QI ; Haiyan CHEN ; Ming GUO ; Junxia LIU ; Ling LI ; Junyao LIAO ; Jing LIAO ; Xiaoqing DING
International Journal of Traditional Chinese Medicine 2025;47(3):294-297
The theory of " Sui Qi Suo De" originates from Zhang Zhongjing's Jin Gui Yao Lue and has been further developed by later generations of practitioners, offering significant guidance for clinical practice. Myelodysplastic syndromes (MDS) are common malignant disorders of the hematopoietic system, characterized by high heterogeneity and progressive mutational changes. In Traditional Chinese Medicine (TCM), MDS falls under the category of "marrow toxin exhaustion". This article applies the theory of " Sui Qi Suo De" in TCM to analyze the pathophysiological changes during different stages of MDS. Specifically, it explores the precursor stage (focusing on health maintenance and prevention before illness, addressing the " Suo De" of "gradual decline of vital qi"), the low-risk stage (strengthening the spleen and kidneys, clearing toxic pathogens, addressing the " Suo De" of "weakened vital qi invaded by pathogens"), and the medium-to-high-risk stage (detoxifying and reinforcing the body, harmonizing physical and mental health, addressing the " Suo De" of "dominant pathogens and declining vital qi"). The goal is to provide new directions and theoretical insights for the TCM treatment of MDS.
8.Robot-assisted laparoscopic inferior vena cava segmental resection for renal tumor with tumor thrombus invading the vascular wall
Shuai LIU ; Zhuo LIU ; Yunhe GUAN ; Guoliang WANG ; Xiaojun TIAN ; Hongxian ZHANG ; Lei LIU ; Lulin MA ; Shudong ZHANG
Journal of Peking University(Health Sciences) 2025;57(4):796-802
Objective:To evaluate the safety and oncological outcomes of robot-assisted laparoscopic inferior vena cava(IVC)segmental resection in renal tumor with IVC tumor thrombus(IVCTT).Methods:Clinical data from renal tumor patients undergoing robot-assisted laparoscopic IVC segmental resection at Peking University Third Hospital from Jan.2021 to Feb.2025 were retrospectively analyzed.Data collection included baseline demographics,tumor characteristics,perioperative parameters,and follow-up outcomes.Surgical records and pathological reports were retrieved from the electronic medical record system.Continuous variables were presented as median(P25,P75),and categorical variables as frequency(percentage).Results:Forty-four patients were enrolled.The cohort comprised 31 malesand 13 females,with a median age of 62(55,68)years.Right-sided tumors were observed in 39 cases and left-sided in 5 cases.Median tumor diameter was 8.1(6.1,10.1)cm.Mayo classifications included grade Ⅱ(n=37),Ⅲ(n=6),and Ⅳ(n=1).Neoadjuvant therapy was administered to 23 patients.Seventeen patients were complicated by IVC bland thrombus.Median operative time was 224.0(167.3,303.8)min,with intraoperative blood loss of 500.0(300.0,850.0)mL.Transfusion was administered to 19 patients,with a median blood transfusion of 800.0(400.0,1 200.0)mL.Postoperative complica-tions occurred in 25 cases(56.8%),classified as Clavien-Dindo grade Ⅰ(n=8)and grade Ⅱ(n=17).Procedure-specific complications included deep vein thrombosis(n=6),transfusion-requiring ane-mia(n=5),lower extremity edema(n=2),and pulmonary embolism(n=2),with no procedure-related mortality.Median postoperative serum creatinine was 116.0(86.5,157.5)μmnol/L.Pathological examination identified clear cell renal cell carcinoma as the predominant subtype,observed in 34 cases(77.3%).Pathological staging revealed T3b(n=12),T3c(n=29),and T4(n=3)disease,with nodal involvement(N1)in 8 cases and distant metastasis(M1)in 17.At a median follow-up of 10 months(range:1-49 months),cancer-specific mortality occurred in 3 patients,while 1 succumbed to other causes.Disease progression included pulmonary metastasis(n=5),hepatic metastasis(n=4),and local recurrence(n=4).Adjuvant therapy regimens comprised targeted-immunotherapy combina-tions(n=9)and targeted monotherapy(n=18).Conclusion:Robot-assisted laparoscopic I VC seg-mental resection achieves precise thrombus removal with confirmed short-term efficacy in renal tumor with IVCTT,though vigilance against vascular complications remains critical.
9.Evaluation of the efficacy and safety of multi-center fecal microbiota transplantation for treatment of functional constipation: A retrospective real-world study
Long LI ; Le WANG ; Gongjing GUO ; Yunhe FAN ; Jianguo SHI ; Xiaogang YUAN ; Xiushan DONG ; Lei LIU ; Ning LI ; Qiyi CHEN
Chinese Journal of Gastrointestinal Surgery 2025;28(3):288-295
Objective:To evaluate the efficacy and safety of fecal microbiota transplantation (FMT) for treating functional constipation, analyze the incidence of, and factors that influence, adverse events, and provide scientific evidence for optimizing FMT treatment.Methods:This retrospective, multicenter, single-arm, pre–post real-world study included 1529 patients with functional constipation from four clinical centers. Eligibility criteria comprised meeting the diagnostic criteria for functional constipation, having undergone at least one FMT treatment, complete pre- and post-treatment data available, and age ≥18 years. Patients who had received other interventions affecting gut function within 1 month before treatment and those with severe organic diseases or immune deficiencies were excluded. Applying the above criteria yielded 1529 eligible patients with functional constipation from four medical centers (1405 from the Shanghai Tenth People's Hospital Affiliated to Tongji University, 20 from the Central Hospital of Wuhan, 67 from the Shanxi Bethune Hospital and 37 from the Longgang District People's Hospital of Shenzhen). The study cohort comprised 746 male (48.8%) and 783 female patients (51.2%) of mean age (51.4 ± 17.4) years, mean body mass index (26.4 ± 4.9) kg/m2, and mean duration of disease (15.0 ± 8.3) years. The primary outcomes were the incidence, types, and severity of adverse reactions during treatment, and their impact on patients' quality of life. Secondary outcomes included: (1) the efficacy of FMT in treating constipation. This was assessed based on changes in Patient Assessment of Constipation Symptoms (PAC-SYM) scores, where higher score indicates worse symptom. (2) Subjective satisfaction, evaluated through questionnaires or rating scales, reflecting patients' acceptance of and satisfaction with the treatment, with scores ranging from 1 to 5, where higher scores indicated greater satisfaction. Paired t-tests and Wilcoxon signed-rank tests were used to evaluate changes in symptom scores and biochemical indicators before and after treatment. Logistic regression was performed to analyze factors influencing adverse events, and subgroup analyses to explored differences in efficacy between patient groups.Results:In this cohort of 1529 patients with functional constipation, adverse reactions were primarily mild to moderate (1048/1529,68.5%). They comprised fever in 54 patients (3.5%), dizziness or fatigue in 218 (14.3%), throat discomfort in 806 (52.7%), nausea and vomiting in 166 (10.9%), and abdominal distension or pain in 415 (27.1%). According to multivariate logistic regression analysis, PAC-SYM scores were associated with the rate of adverse reactions, higher scores indicating a lower risk (OR = 0.958, 95% CI: 0.923–0.993, P=0.021). Among the 1529 patients, 274 (17.9%) underwent two or more treatment courses. After one treatment course, the patients' PAC-SYM scores decreased from (37.7 ± 3.2) pre-treatment to (23.7 ± 8.6) (mean difference 14.0 ± 9.1). PAC-SYM scores decreased by (20.7 ± 7.7) after two courses of FMT, and by (19.4 ± 6.3) after three courses. After treatment, 50.7%(775/1529) of patients reported satisfaction scores of ≥4. Adverse reactions impacted satisfaction; specifically, dizziness/fatigue, throat discomfort, and abdominal distension/pain were significantly associated with satisfaction (all P < 0.05). Conclusions:FMT achieved good relief of symptoms of functional constipation and multiple treatment courses have a cumulative effect. Adverse reactions, mainly dizziness/fatigue, throat discomfort, and abdominal distension/pain, had significant negative impacts on patient satisfaction.
10.Development of a risk prediction model for preoperative hypokalemia in gastrointestinal tumor patients
Jing ZHOU ; Xiao LIU ; Chen CHEN ; Xuefen CHEN ; Luxia ZHAO ; Yunhe GAO ; Ying WANG
Chinese Journal of Practical Nursing 2025;41(21):1622-1629
Objective:To analyze and identify the risk factors for preoperative hypokalemia in patients with gastrointestinal tumors and to construct a risk prediction model.Methods:A prospective research design was implemented. Patients with gastrointestinal tumors who underwent surgical treatment at the First Medical Center of the People ′s Liberation Army General Hospital between March 2023 and February 2024 were recruited as research participants through convenience sampling. These participants were randomly allocated into a modeling group or a validation group in a 7:3 ratio. Preoperative hypokalemia was defined as the outcome indicator. Multivariate Logistic regression analysis was employed to screen for risk factors, and a nomogram was subsequently constructed and validated. Results:Finally, a total of 600 patients were included in the study. In the modeling group ( n=420), 282 were male and 138 were female, 169 patients were under 60 years old, 233 patients were aged between 60 and 80 years, and 18 patients were over 80 years old. In the verification group ( n=180), there were 123 males and 57 females. Among these, 69 patients were under 60 years old, 102 patients were aged between 60 and 80 years, and 9 patients were over 80 years old. The multivariate Logistic regression analysis revealed that body mass index, occupation type, dietary habits, 6m walking speed test, grip strength relative to body mass index, and presence of digestive tract symptoms were independent risk factors for the development of preoperative hypokalemia ( χ2 values were 8.21~27.78, all P<0.05). The results of the model validation demonstrated that the areas under the receiver operating characteristic curves for the modeling and validation groups were 0.853 (95% CI 0.811-0.895) and 0.834 (95% CI 0.756-0.912), respectively, indicating a satisfactory level of predictive performance. Conclusions:The developed predictive model for preoperative hypokalemia in gastrointestinal tumors facilitates the accurate evaluation of the risk of preoperative hypokalemia and serves as a reference for effective clinical intervention.

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