1.Protective Effect and Mechanisms of Taohong Siwutang Against Retinal Vasculitis Based on JAK2/STAT3 Signaling Pathway
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):49-56
ObjectiveBased on the Janus kinase 2 (JAK2)/signal transducer and activator of transcription 3 (STAT3) signaling pathway, this study explores the protective effect and mechanism of Taohong Siwutang against retinal vasculitis (RV) from the perspective of angiogenesis. MethodsSPF-grade C57BL/6J mice were used to establish a RV model induced by experimental autoimmune uveitis (EAU), and the protective effect of Taohong Siwutang on RV was investigated. Fifty mice were randomly assigned to a blank group, model group, and low-, medium-, and high-dose Taohong Siwutang groups (3.315、6.63、13.26 g·kg-1,10 mice in each group). After modeling, gavage administration was performed for 20 consecutive days. A small-animal retinal imaging system and fluorescein sodium angiography were used to observe pathological changes in the retinal tissue and vessels. Hematoxylin-eosin (HE) staining was used to assess retinal histopathological changes. Immunohistochemistry was performed to evaluate CD31-positive expression. Western blot was used to detect the protein expression levels of JAK2, phosphorylated (p)-JAK2, STAT3, p-STAT3, and vascular endothelial growth factor receptor 2 (VEGFR2) in retinal tissue. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to determine the relative expression level of VEGFR2 mRNA in retinal vessels. ResultsCompared with the blank group, the model group showed relative optic disc swelling, multiple areas of inflammatory cell infiltration around retinal veins with partial vascular occlusion, vessel thickening and morphological alterations, uneven retinal thickness, wrinkling and bending of inner and outer layers, vascular dilation, and disordered cellular arrangement. Compared with the model group, the Taohong Siwutang groups showed markedly reduced CD31-positive expression and effectively improved perivascular inflammatory infiltration, vascular tortuous dilation, angiogenesis, vascular occlusion, and hemorrhage. Western blot results showed that compared with the model group, the expression of VEGFR2 and the phosphorylation levels of JAK2 and STAT3 were significantly decreased in the Taohong Siwutang groups (P0.01). Real-time PCR results indicated that VEGFR2 mRNA expression was significantly decreased in the Taohong Siwutang groups compared with the model group (P0.05). ConclusionTaohong Siwutang can effectively alleviate angiogenesis in RV and, through the JAK2/STAT3 signaling pathway, reduce angiogenesis and improve retinal pathological injury, thereby exerting a protective effect on retinal vessels.
2.Protective Effect and Mechanisms of Taohong Siwutang Against Retinal Vasculitis Based on JAK2/STAT3 Signaling Pathway
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(3):49-56
ObjectiveBased on the Janus kinase 2 (JAK2)/signal transducer and activator of transcription 3 (STAT3) signaling pathway, this study explores the protective effect and mechanism of Taohong Siwutang against retinal vasculitis (RV) from the perspective of angiogenesis. MethodsSPF-grade C57BL/6J mice were used to establish a RV model induced by experimental autoimmune uveitis (EAU), and the protective effect of Taohong Siwutang on RV was investigated. Fifty mice were randomly assigned to a blank group, model group, and low-, medium-, and high-dose Taohong Siwutang groups (3.315、6.63、13.26 g·kg-1,10 mice in each group). After modeling, gavage administration was performed for 20 consecutive days. A small-animal retinal imaging system and fluorescein sodium angiography were used to observe pathological changes in the retinal tissue and vessels. Hematoxylin-eosin (HE) staining was used to assess retinal histopathological changes. Immunohistochemistry was performed to evaluate CD31-positive expression. Western blot was used to detect the protein expression levels of JAK2, phosphorylated (p)-JAK2, STAT3, p-STAT3, and vascular endothelial growth factor receptor 2 (VEGFR2) in retinal tissue. Real-time fluorescence quantitative polymerase chain reaction (Real-time PCR) was used to determine the relative expression level of VEGFR2 mRNA in retinal vessels. ResultsCompared with the blank group, the model group showed relative optic disc swelling, multiple areas of inflammatory cell infiltration around retinal veins with partial vascular occlusion, vessel thickening and morphological alterations, uneven retinal thickness, wrinkling and bending of inner and outer layers, vascular dilation, and disordered cellular arrangement. Compared with the model group, the Taohong Siwutang groups showed markedly reduced CD31-positive expression and effectively improved perivascular inflammatory infiltration, vascular tortuous dilation, angiogenesis, vascular occlusion, and hemorrhage. Western blot results showed that compared with the model group, the expression of VEGFR2 and the phosphorylation levels of JAK2 and STAT3 were significantly decreased in the Taohong Siwutang groups (P0.01). Real-time PCR results indicated that VEGFR2 mRNA expression was significantly decreased in the Taohong Siwutang groups compared with the model group (P0.05). ConclusionTaohong Siwutang can effectively alleviate angiogenesis in RV and, through the JAK2/STAT3 signaling pathway, reduce angiogenesis and improve retinal pathological injury, thereby exerting a protective effect on retinal vessels.
3.Mechanism of Action of Kaixinsan in Ameliorating Alzheimer's Disease
Xiaoming HE ; Xiaotong WANG ; Dongyu MIN ; Xinxin WANG ; Meijia CHENG ; Yongming LIU ; Yetao JU ; Yali YANG ; Changbin YUAN ; Changyang YU ; Li ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(1):20-29
ObjectiveTo investigate the mechanism of action of Kaixinsan in the treatment of Alzheimer's disease (AD) based on network pharmacology, molecular docking, and animal experimental validation. MethodsThe Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP) and the Encyclopedia of Traditional Chinese Medicine(ETCM) databases were used to obtain the active ingredients and targets of Kaixinsan. GeneCards, Online Mendelian Inheritance in Man(OMIM), TTD, PharmGKB, and DrugBank databases were used to obtain the relevant targets of AD. The intersection (common targets) of the active ingredient targets of Kaixinsan and the relevant targets of AD was taken, and the network interaction analysis of the common targets was carried out in the STRING database to construct a protein-protein interaction(PPI) network. The CytoNCA plugin within Cytoscape was used to screen out the core targets, and the Metascape platform was used to perform gene ontology(GO) functional enrichment analysis and Kyoto encyclopedia of genes and genomes(KEGG) pathway enrichment analysis. The “drug-active ingredient-target” interaction network was constructed with the help of Cytoscape 3.8.2, and AutoDock Vina was used for molecular docking. Scopolamine (SCOP) was utilized for modeling and injected intraperitoneally once daily. Thirty-two male C57/BL6 mice were randomly divided into blank control (CON) group (0.9% NaCl, n=8), model (SCOP) group (3 mg·kg-1·d-1, n=8), positive control group (3 mg·kg-1·d-1 of SCOP+3 mg·kg-1·d-1 of Donepezil, n=8), and Kaixinsan group (3 mg·kg-1·d-1 of SCOP+6.5 g·kg-1·d-1 of Kaixinsan, n=8). Mice in each group were administered with 0.9% NaCl, Kaixinsan, or Donepezil by gavage twice a day for 14 days. Morris water maze experiment was used to observe the learning memory ability of mice. Hematoxylin-eosin (HE) staining method was used to observe the pathological changes in the CA1 area of the mouse hippocampus. Enzyme linked immunosorbent assay(ELISA) was used to determine the serum acetylcholine (ACh) and acetylcholinesterase (AChE) contents of mice. Western blot method was used to detect the protein expression levels of signal transducer and activator of transcription 3(STAT3) and nuclear transcription factor(NF)-κB p65 in the hippocampus of mice. ResultsA total of 73 active ingredients of Kaixinsan were obtained, and 578 potential targets (common targets) of Kaixinsan for the treatment of AD were screened out. Key active ingredients included kaempferol, gijugliflozin, etc.. Potential core targets were STAT3, NF-κB p65, et al. GO functional enrichment analysis obtained 3 124 biological functions, 254 cellular building blocks, and 461 molecular functions. KEGG pathway enrichment obtained 248 pathways, mainly involving cancer-related pathways, TRP pathway, cyclic adenosine monophosphate(cAMP) pathway, and NF-κB pathway. Molecular docking showed that the binding of the key active ingredients to the target targets was more stable. Morris water maze experiment indicated that Kaixinsan could improve the learning memory ability of SCOP-induced mice. HE staining and ELISA results showed that Kaixinsan had an ameliorating effect on central nerve injury in mice. Western blot test indicated that Kaixinsan had a down-regulating effect on the levels of NF-κB p65 phosphorylation and STAT3 phosphorylation in the hippocampal tissue of mice in the SCOP model. ConclusionKaixinsan can improve the cognitive impairment function in SCOP model mice and may reduce hippocampal neuronal damage and thus play a therapeutic role in the treatment of AD by regulating NF-κB p65, STAT3, and other targets involved in the NF-κB signaling pathway.
4.Effects of borneol on pharmacodynamics and pharmacokinetics of Corydalis saxicola total alkaloids in depression model rats
Yu YE ; Guoliang DAI ; Huaxi HANG ; Meishuang YU ; Yiran WANG ; Xuewen SHAO ; Wenzheng JU
China Pharmacy 2025;36(1):30-36
OBJECTIVE To investigate the effects of borneol on pharmacodynamic and pharmacokinetic effects of Corydalis saxicola total alkaloids in depression model rats. METHODS Thirty male SD rats were divided into blank control group, negative control group, positive control group (fluoxetine 10 mg/kg, i.g.), single drug group (C. saxicola total alkaloids 210 mg/kg, i.g.) and combined drug group (C. saxicola total alkaloids 210 mg/kg+borneol 50 mg/kg, i.g.) according to the random number table method, with 6 rats in each group. By lipopolysaccharide (LPS) induction modeling, except blank control group (no model and no administration) received intraperitoneal injection of the same amount of normal saline, the rats in the other groups were intraperitoneally injected with LPS once a day to establish a rat model of depression. After 1 week of modeling, each administration group was given relevant drug intragastrically according to the corresponding dose, and blank control group and negative control group (without drug treatment) were administered intragastrically with an equal volume of solvent to dissolve the drug; continued modeling while administering the drug. After two weeks of continuous administration, the effects of C. saxicola total alkaloids versus the combination of C. saxicola total alkaloids and borneol on the behavior of depressed rats were tested by behavioral experiments; the levels of tumor necrosis factor-α, interleukin-1β and interleukin-6 in rats were determined; the histopathological changes of the hippocampus of rats were observed. Blood sample was collected from the orbit at different time points after administration on the 15th day, and the upper plasma was obtained. Ultra-performance liquid chromatography-triple quadrupole tandem mass spectrometry was established for the simultaneous determination of dehydrocarvedine, tetrahydropalmatine, coptisine, palmatine, jatrorrhizine, berberine, berberrubine and epiberberine in rat plasma. The average plasma concentration-time curve was depicted, the area under the curve (AUC) was calculated, and the pharmacokinetic parameters were analyzed by DAS 3.2.2 software. RESULTS Compared with blank control group, the negative control group had a decrease in body mass and sugar water preference rate, a decrease in the total distance of open field, a prolonged swimming immobility time, and a increased in the expression of inflammatory factors in serum (P<0.05); compared with negative control group, the single drug group and the combined drug group increased the preference rate of sugar water, increased the total distance of open field, shortened the time of swimming immobility, and decreased the expression of inflammatory factors in serum (P<0.05). There was no significant difference in the above indicators between the single drug group and the combined drug group in rats (P>0.05). Pharmacokinetic results showed that compared with single drug group, AUC0-t of coptisine, AUC0-t, AUC0-∞, tmax and cmax of jatrorrhizine, AUC0-t, AUC0-∞, t1/2 and cmax of berberrubine, and AUC0-t of epiberberine, cmax of dehydrocarvedine, cmax of palmatine were significantly increased in combined drug group, but there was no significant difference, indicating that borneol didn’t have a significant effect on the efficacy of Corydalis saxicola nigra at this dose. CONCLUSIONS Both C. saxicola total alkaloids alone and in combination with borneol can improve depression-like behavior in depression model rats, reduce serum inflammatory cytokine levels, and protect hippocampal neurons. Compared with the use of Corydalis saxicola base alone, the combination with borneol do not show significant pharmacodynamic differences, bu can improve the absorption of coptisine, jatrorrhizine in model rats.
5.Phase II randomized study of dostarlimab alone or with bevacizumab versus non-platinum chemotherapy in recurrent gynecological clear cell carcinoma (DOVE/APGOT-OV7/ENGOT-ov80)
Jung-Yun LEE ; David TAN ; Isabelle RAY-COQUARD ; Jung Bok LEE ; Byoung Gie KIM ; Els Van NIEUWENHUYSEN ; Ruby Yun-Ju HUANG ; Ka Yu TSE ; Antonio GONZÁLEZ-MARTIN ; Clare SCOTT ; Kosei HASEGAWA ; Katie WILKINSON ; Eun Yeong YANG ; Stephanie LHEUREUX ; Rebecca KRISTELEIT
Journal of Gynecologic Oncology 2025;36(1):e51-
Background:
Recurrent gynecological clear cell carcinoma (rGCCC) has a low objective response rate (ORR) to chemotherapy. Previous preclinical and clinical data suggest a potential synergy between immune checkpoint inhibitors and bevacizumab in rGCCC.Dostarlimab, a humanized monoclonal antibody targeting programmed cell death protein 1 (PD-1), combined with the anti-angiogenic bevacizumab, presents a novel therapeutic approach. This study will investigate the efficacy of dostarlimab +/− bevacizumab in rGCCC.
Methods
DOVE is a global, multicenter, international, open-label, randomized phase 2 study of dostarlimab +/− bevacizumab with standard chemotherapy in rGCCC. We will enroll 198 patients with rGCCC and assign them to one of three groups in a 1:1:1 ratio: arm A (dostarlimab monotherapy), B (dostarlimab + bevacizumab), and C (investigator’s choice of chemotherapy [weekly paclitaxel, pegylated liposomal doxorubicin, doxorubicin, or gemcitabine]). Patients with disease progression in arm A or C will be allowed to cross over to arm B. Stratification factors include prior bevacizumab use, prior lines of therapy (1 vs. >1), and primary site (ovarian vs. non-ovarian). Key inclusion criteria are histologically proven recurrent or persistent clear cell carcinoma of the ovary, endometrium, cervix, vagina, or vulva; up to five prior lines of therapy; disease progression within 12 months after platinumbased chemotherapy; and measurable disease. Key exclusion criteria are prior treatment with an anti–PD-1, anti–programmed death-ligand 1, or anti–programmed death-ligand 2 agent.The primary endpoint is progression-free survival determined by investigators. Secondary endpoints are ORR, disease control rate, clinical benefit rate, progression-free survival 2, overall survival, and toxicity. Exploratory objectives include immune biomarkers.
6.Nationwide surveillance of antimicrobial resistance for uncomplicated cystitis in 2023:Conducted by the Korean Association of Urogenital Tract Infection and Inflammation
Seong Hyeon YU ; Seung Il JUNG ; Seung-Ju LEE ; Mi-Mi OH ; Jin Bong CHOI ; Chang Il CHOI ; Yeon Joo KIM ; Dong Jin PARK ; Sangrak BAE ; Seung Ki MIN
Investigative and Clinical Urology 2025;66(2):161-171
Purpose:
This study aimed to report the results of Korean Antimicrobial Resistance Monitoring System (KARMS) for uncomplicated cystitis (UC) in 2023.
Materials and Methods:
KARMS was established for the surveillance of antimicrobial resistance in urinary tract infections with the cooperation of Korean nationwide medical centers. Data from patients with UC have been collected in the web-based KARMS database. Demographic data, uropathogen distribution, and antimicrobial susceptibility of representative pathogens were analyzed.
Results:
A total of 885 patients’ data were collected in KARMS database. The mean patient age was 56.39±18.26 years. The number of postmenopausal and recurrent cystitis were 530 (61.1%) and 102 (11.5%), respectively. Escherichia coli was the most frequently identified uropathogen (654/871, 75.1%). Regarding antimicrobial susceptibility, 94.9% were susceptible to fosfomycin, 90.5% to nitrofurantoin, 58.4% to ciprofloxacin, 83.6% to cefotaxime, and 100.0% to ertapenem. ESBL positivity was 13.7% (96/702), and significantly higher in tertiary hospital (23.1%, p<0.001), postmenopausal (15.9%, p=0.044), and recurrent cystitis (24.7%, p=0.001).Fluoroquinolone resistance was significantly higher in tertiary hospital (47.4%, p=0.001), postmenopausal (44.9%, p<0.001), and recurrent cystitis (59.8%, p<0.001). In addition, postmenopausal (odds ratio [OR] 1.96, 95% confidence interval [CI] 1.38–2.77, p<0.001) and recurrent cystitis (OR 2.37, 95% CI 1.44–3.92, p=0.001) were associated with increased fluoroquinolone resistance.
Conclusions
These data provide information on the distribution of uropathogen and the status of antimicrobial resistance in UC of South Korea. In addition, KARMS will be a useful reference in the future through the continuous surveillance system construction over the years.
7.Targeted gene silencing in mouse testicular Sertoli and Leydig cells using adeno-associated virus vectors.
Jing PANG ; Mao-Xing XU ; Xiao-Yu WANG ; Xu FENG ; Yi-Man DUAN ; Xiao-Yan ZHENG ; Yu-Qian CHEN ; Wen YIN ; Ying LIU ; Ju-Xue LI
Asian Journal of Andrology 2025;27(5):627-637
Researchers commonly use cyclization recombination enzyme/locus of X-over P1 (Cre/loxP) technology-based conditional gene knockouts of model mice to investigate the functional roles of genes of interest in Sertoli and Leydig cells within the testis. However, the shortcomings of these genetic tools include high costs, lengthy experimental periods, and limited accessibility for researchers. Therefore, exploring alternative gene silencing techniques is of great practical value. In this study, we employed adeno-associated virus (AAV) as a vector for gene silencing in Sertoli and Leydig cells. Our findings demonstrated that AAV serotypes 1, 8, and 9 exhibited high infection efficiency in both types of testis cells. Importantly, we discovered that all three AAV serotypes exhibited exquisite specificity in targeting Sertoli cells via tubular injection while demonstrating remarkable selectivity in targeting Leydig cells via interstitial injection. We achieved cell-specific knockouts of the steroidogenic acute regulatory ( Star ) and luteinizing hormone/human chorionic gonadotropin receptor (Lhcgr) genes in Leydig cells, but not in Sertoli cells, using AAV9-single guide RNA (sgRNA)-mediated gene editing in Rosa26-LSL-Cas9 mice. Knockdown of androgen receptor ( Ar ) gene expression in Sertoli cells of wild-type mice was achieved via tubular injection of AAV9-short hairpin RNA (shRNA)-mediated targeting. Our findings offer technical approaches for investigating gene function in Sertoli and Leydig cells through AAV9-mediated gene silencing.
Animals
;
Male
;
Leydig Cells/metabolism*
;
Mice
;
Dependovirus/genetics*
;
Sertoli Cells/metabolism*
;
Gene Silencing
;
Genetic Vectors
;
Testis/cytology*
8.Analysis of ABO System Hemolytic Disease of the Newborn in 283 Cases at Yunnan Province.
Jin-Yu ZHOU ; Ru SHEN ; Han-Xin WU ; Ju-Ding GUO ; Hong-Mei LIU ; Li-Li SHU ; Yu ZHU ; Jing-Yue SUN ; Jun CHANG
Journal of Experimental Hematology 2025;33(3):881-885
OBJECTIVE:
To analyze the laboratory detection results of hemolytic disease of the fetus and newborn(HDFN).
METHODS:
Related test results of 283 newborns and their mothers' blood samples from Kunming Maternal and Child Health Hospital from August 2023 to May 2024 were collected, including mother and child ABO blood group, RhD blood group, as well as 3 tests of HDFN, total bilirubin (TBil) and indirect bilirubin (IBil).
RESULTS:
283 were ABO incompatibility, among which 187 were HDFN positive, with a positive rate of 66.08%; the positive rate of HDFN in neonates with antigen-A incompatibility was 74.12%(126/170), the positive rate of HDFN in neonates with antigen-B incompatibility was 53.57%(60/112), which was the highest in neonates with O/A incompatibility [75.45%(126/167)], followed by O/B incompatibility[54.55%(60/110)]. Group by age, the positive rates of HDFN in the ≤1 d group, 2 d group, 3 d group, 4 d group, 5 d group and ≥6 d group were 76.03%(111/146), 67.86%(38/56), 57.14%(24/42), 38.46%(5/13), 46.15%(6/13) and 23.08%(3/13), respectively. With the increase of age, the positive rates of HDFN gradually decreased, there was a statistically significant difference between the ≤3 day age group and >3 day age group ( P <0.05). There was no statistically significant difference in TBil and IBil levels between the "direct antibody+indirect antibody+release+" group and the HDFN negative group in newborns. HDFN infants exhibited a rapid increase in bilirubin levels within the first day after birth, with significantly higher TBil and IBil values compared to Non ABO-HDFN infants in the ≤1 day group ( P <0.01). However, the difference of bilirubin levels between the two groups gradually narrowed from 2-6 days after birth, and the difference was not statistically significant (P >0.05). The peak value of TBil and IBil occurred on the 4th day after birth in HDFN infants.
CONCLUSION
ABO-HDFN is most commonly seen in newborns whose mothers are type-O, and the positive rate was the highest in newborns with O/A incompatibility. The detection rate of HDFN is affected by the age of the newborns, and the two were correlated inversely. ABO-HDFN group developed more rapidly with a higher peak. Therefore, HDFN tests should be carried out as soon as possible for mothers and newborns with incompatible blood types, and appropriate treatment should be provided to prevent complications.
Humans
;
Infant, Newborn
;
ABO Blood-Group System
;
Erythroblastosis, Fetal/epidemiology*
;
Female
;
China/epidemiology*
;
Blood Group Incompatibility
;
Male
;
Bilirubin/blood*
9.Unmet Need for Palliative Care in Pediatric Hematology/Oncology Populations
Yi-Lun WANG ; Wan-Ju LEE ; Tsung-Yen CHANG ; Shih-Hsiang CHEN ; Chia-Chi CHIU ; Yi-Wen HSIAO ; Yu-Chuan WEN ; Tang-Her JAING
Clinical Pediatric Hematology-Oncology 2025;32(1):19-22
Background:
Delivering a poor prognosis to patients and their families is critically challenging in pediatric populations. The application of palliative care (PC) provides a bridge between accepting the occurrence of mortality and offering lifelong support.However, little is known about the specifics of PC. This study aims to explore the unmet need for PC in pediatric populations.
Methods:
We retrospectively reviewed the medical records of mortality cases in the Department of Pediatric Hematology and Oncology at Chang Gung Memorial Hospital. Statistical tests, including Chi-square and Student’s t-tests, were applied to determine the differences between early and late intervention groups in terms of the timing of PC introduction.
Results:
During the study period, 41 patients were included. Their median age was 11.8 years (IQR, 7.6-15.9). The majority of the disease statuses were refractory or relapsing (R/R). The incidence of memento application was significantly higher in the early intervention group (47.6% vs. 10%, P=0.0081). Vital signs variations tended to be end-of-life (EoL) indicators in this study.
Conclusion
The early introduction of PC encourages families to accompany their beloved child. EoL signs in the pediatric population include vital sign variations. With the presence of relevant EoL signs, clinical physicians can apply PC earlier to meet the needs.
10.A Novel Point-of-Care Prediction Model for Steatotic Liver Disease:Expected Role of Mass Screening in the Global Obesity Crisis
Jeayeon PARK ; Goh Eun CHUNG ; Yoosoo CHANG ; So Eun KIM ; Won SOHN ; Seungho RYU ; Yunmi KO ; Youngsu PARK ; Moon Haeng HUR ; Yun Bin LEE ; Eun Ju CHO ; Jeong-Hoon LEE ; Su Jong YU ; Jung-Hwan YOON ; Yoon Jun KIM
Gut and Liver 2025;19(1):126-135
Background/Aims:
The incidence of steatotic liver disease (SLD) is increasing across all age groups as the incidence of obesity increases worldwide. The existing noninvasive prediction models for SLD require laboratory tests or imaging and perform poorly in the early diagnosis of infrequently screened populations such as young adults and individuals with healthcare disparities. We developed a machine learning-based point-of-care prediction model for SLD that is readily available to the broader population with the aim of facilitating early detection and timely intervention and ultimately reducing the burden of SLD.
Methods:
We retrospectively analyzed the clinical data of 28,506 adults who had routine health check-ups in South Korea from January to December 2022. A total of 229,162 individuals were included in the external validation study. Data were analyzed and predictions were made using a logistic regression model with machine learning algorithms.
Results:
A total of 20,094 individuals were categorized into SLD and non-SLD groups on the basis of the presence of fatty liver disease. We developed three prediction models: SLD model 1, which included age and body mass index (BMI); SLD model 2, which included BMI and body fat per muscle mass; and SLD model 3, which included BMI and visceral fat per muscle mass. In the derivation cohort, the area under the receiver operating characteristic curve (AUROC) was 0.817 for model 1, 0.821 for model 2, and 0.820 for model 3. In the internal validation cohort, 86.9% of individuals were correctly classified by the SLD models. The external validation study revealed an AUROC above 0.84 for all the models.
Conclusions
As our three novel SLD prediction models are cost-effective, noninvasive, and accessible, they could serve as validated clinical tools for mass screening of SLD.

Result Analysis
Print
Save
E-mail