1.From Gene Expression to Transcriptome-wide Association Study: Development and Comparison of Methodology
Kun FANG ; Guozhuang LI ; Linting WANG ; Qing LI ; Kexin XU ; Lina ZHAO ; Zhihong WU ; Jianguo ZHANG ; Nan WU
Medical Journal of Peking Union Medical College Hospital 2026;17(1):223-229
Over the past two decades, genome-wide association study(GWAS) has identified numerous genetic variants and loci associated with heritable diseases. With the gradual maturation and saturation of GWAS methodologies, transcriptome-wide association study(TWAS) offers a novel perspective by linkinggenetic phenotypes to gene expression levels. By integrating TWAS with other multi-omics analyses, researchers can gain a deeper understanding of heritable diseases. This article provides an overview of recent groundbreaking and representative TWAS methods and tools, analyzes their strengths and limitations, and discusses future trends in TWAS development.
2.Standardization Challenges in Outcome Evaluation Systems of Animal Experiments and Considerations for Core Outcome Set Construction Strategies
Qingyong ZHENG ; Yongjia ZHOU ; Tengfei LI ; Jianguo XU ; Chen TIAN ; Hui LIU ; Min TIAN ; Ziyu ZHOU ; Caihua XU ; Yating CUI ; Junfei WANG ; Jinhui TIAN
Laboratory Animal and Comparative Medicine 2026;46(1):138-148
Animal experimentation constitutes a critical link between basic research and clinical application, making its research quality and translational efficiency paramount. Although considerable progress has been made in standardizing operational procedures and ethical guidelines, the standardization of outcome evaluation systems has significantly lagged, creating a key bottleneck that constrains the quality of biomedical research and evidence synthesis. This deficiency is manifested by pronounced heterogeneity in outcome selection across similar studies, incomplete methodological reporting, and disparate criteria for result interpretation, which severely impairs the comparability of findings and the evidence integration. To cope with this challenge, this paper systematically introduces a mature methodological tool from clinical research–the core outcome set (COS)–and explores its construction strategies and application potential in the field of animal experimentation. Given the extensive diversity of animal experiments, a pragmatic strategy of "focusing on key areas, implementing phased pilots, and promoting gradual expansion" should be adopted. This approach prioritizes the development of domain-specific COS for disease areas characterized by high research volume, urgent translational needs, and well-established animal models. A multi-source integration pathway for COS development is detailed, comprising systematic literature searches, methodological appraisals, and expert consensus, with the feasibility of leveraging artificial intelligence (AI) to enhance efficiency also being examined. The development and promotion of such COS are not intended to restrict scientific exploration; rather, they aim to establish a new, tiered evaluation paradigm consisting of "core outcomes" (mandatory), "recommended outcomes" (encouraged), and "exploratory outcomes" (optional). This framework is expected not only to enhance research quality through standardization and to adhere to the "3R" principles but also to accelerate the accumulation of high-quality evidence. This, in turn, provides a solid foundation for higher-level evidence synthesis, ultimately facilitating the effective translation of basic research findings into clinical practice and providing an essential methodological framework for scientific advancement in relevant disciplines.
3.Disease burden and changing trends of bladder cancer in China and globally in 1992 - 2021
Zhengnan LI ; Zhuang LI ; Yuanyuan LUO ; Bo YU ; Hao SU ; GuangYong CAO ; Kai YIN ; Dongbo YUAN ; Jianguo ZHU
Journal of Public Health and Preventive Medicine 2026;37(3):8-13
Objective To analyze the disease burden and trends of bladder cancer in China and globally from 1992 to 2021. Methods Using the GBD 2021 database, the incidence, prevalence, mortality, and disability-adjusted life years (DALYs) rates of bladder cancer in China and globally from 1992–2021 were analyzed. Average annual percentage change (AAPC) was calculated using Joinpoint regression. Subgroup analyses by sex and age were conducted, and a Bayesian age-period-cohort (BAPC) model was used to predict trends in age-standardized incidence rate (ASIR) and age-standardized mortality rate (ASMR) for the next 15 years. Results In 2021, China reported 106 000 new cases (ASIR: 5.14/100 000), 571 000 prevalent cases (age-standardized prevalence rate, ASPR: 26.61/100 000), 43 000 deaths (ASMR: 2.34/100 000), and a DALY rate of 45.31/100 000. From 1992–2021, China showed upward trends in ASIR and ASPR but declines in ASMR and DALYs, while global ASIR, ASMR, and DALYs decreased overall with slow ASPR growth. The peak cases in China and globally were both concentrated in the 65-79 age group, with a significantly higher burden on males than females. In China, smoking-related ASMR and ASDR exceeded global averages and rose, whereas high glucose-related indexes were lower and declined. Projections for 2021–2036 indicated that the global incidence and mortality rates would be rising, but ASIR/ASPR would be declining, while in China, the incidence rate would continue to rise, and the mortality rate will stabilize, with a significant increase in ASIR and a gradual decrease in ASPR. Conclusion From 1992 to 2021, the incidence of bladder cancer in China has shown a continuous upward trend and is projected to persist in the future, with significant gender and age differences. Particular attention should be given to elderly males aged 85-89. The disease burden of bladder cancer attributable to smoking continues to rise, highlighting the urgent need to strengthen tobacco control policies.
4.Modified Huangqi Jianzhong Decoction Alleviates Gastric Precancerous Conditions in Mice by Regulating Mitochondrial Function via FoxO3/ROS Signaling Pathway
Yueqiang WEN ; Li ZHOU ; Dan LUO ; Maoyuan ZHAO ; Jun HAN ; Xueyi LI ; Jianguo LI ; Zhelin HE ; Tao SHEN ; Jinhao ZENG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(14):216-225
ObjectiveTo investigate the therapeutic effects and mechanisms of modified Huangqi Jianzhong decoction (HQJZ) on gastric precancerous conditions (GPC). MethodsIn the cell experiment, human gastric mucosal epithelial cells underwent malignant transformation induced by N-methyl-N′-nitro-N-nitrosoguanidine (MNNG) for the modeling of GPC (MC cells). The cells were allocated into four groups: control , model, low-dose HQJZ (HQJZ-L), and high-dose HQJZ (HQJZ-H). The control and model groups were cultured with the complete medium, while HQJZ-L and HQJZ-H groups received additional interventions with HQJZ at low (0.5 g·L-1) and high (1.0 g·L-1) doses, respectively. Cell counting kit-8 (CCK-8) assay was used to evaluate cytotoxicity, Transwell assay to assess cell invasion, Annexin V-FITC/PI staining to detect apoptosis, immunofluorescence assay to analyze reactive oxygen species (ROS) expression and mitochondrial autophagy, and Western blot to verify expression of proteins in key pathways. In the animal experiment, the GPC model was established in healthy BALB/c mice through MNNG induction. Twenty-four mice were allocated into four groups: control, model, HQJZ-L, and HQJZ-H. Control and model groups received normal saline (10 mL·kg-1·d-1) orally, while HQJZ-L and HQJZ-H groups were administrated with low-dose (6.24 g·kg-1·d-1) and high-dose (12.48 g·kg-1·d-1) HQJZ, respectively. After treatment, hematoxylin‑eosin (HE) staining and AB-PAS staining were performed to observe histopathological changes in the gastric tissue. Immunofluorescence assay was used to detect reactive oxygen species (ROS) and microtubule-associated protein 1 light chain 3 (LC3) levels in the gastric mucosa, TdT-mediated dUTP nick-end labeling (TUNEL) staining to assess apoptosis rates, and Western blotting and immunohistochemistry (IHC) to analyze the expression levels of Ki67, proliferating cell nuclear antigen (PCNA), and foxhead box O3 (FoxO3). ResultsCell viability assays showed that HQJZ dose-dependently reduced MC cell viability compared with the control group (P<0.05, P<0.01). Transwell assays revealed that the model group exhibited enhanced cell invasion compared with the control group (P<0.05). Compared with the model group, HQJZ treatment attenuated the cell invasion (P<0.05). Gastric mucosal pathology in mice demonstrated that compared with the control group, the model group showed elevated HE and AB-PAS pathological scores (P<0.05), while HQJZ treatment reduced these scores (P<0.05). Transmission electron microscopy revealed increased mitochondrial number and volume in the model group compared with the control group. HQJZ treatment resulted in abnormal mitochondrial structure and significant alterations in rough endoplasmic reticulum morphology and distribution, presenting as dilated and hollow forms. Mitochondrial and apoptosis assessments indicated that compared with the control group, the model group exhibited enhanced Mito Tracker Green fluorescence (P<0.05), no significant change in DCFH-DA fluorescence, Mito Tracker Red CMXRos fluorescence, ROS immunofluorescence, or malondialdehyde (MDA) level, increased GSH level (P<0.05), enhanced LC3 fluorescence (P<0.05), no significant change in apoptosis rate, and elevated ATP content in cells and mouse serum (P<0.05). Compared with the model group, HQJZ treatment reduced Mito Tracker Green fluorescence (P<0.05), increased DCFH-DA fluorescence, Mito Tracker Red fluorescence, MDA level, LC3 fluorescence, and apoptosis rate (P<0.05), and decreased cellular ATP content (P<0.05). The HQJZ-L group showed no significant change in ROS immunofluorescence or GSH level, whereas the HQJZ-H group demonstrated enhanced ROS immunofluorescence and glutathione (GSH) level (P<0.05). Immunohistochemistry and Western blotting revealed that compared with the control group, the model group exhibited increased numbers of PCNA- and Ki67-positive cells (P<0.05) and elevated protein levels of FoxO3, sirtuin 1 (SIRT1), and B-cell lymphoma 6 (Bcl-6) (P<0.05). HQJZ treatment reduced the numbers of PCNA- and Ki67-positive cells (P<0.05) and lowered the protein levels of FoxO3, SIRT1, and Bcl-6 (P<0.05). ConclusionHQJZ alleviates the progression of gastric precancerous lesions by regulating mitochondrial function via the FoxO3/ROS pathway and promoting apoptosis of GPC-malignant cells.
5.Pre-operative risk assessment of hepatocellular carcinoma recurrence in liver transplant recipients by non-invasive detection of pre-existing genetic lesions
Suqin YANG ; Sunbin LING ; Jianhua LI ; Yan WANG ; Jiapei WANG ; Qiwei HUANG ; Fanming LIU ; Yiqi ZHUANG ; Yingyu ZHENG ; Rui WANG ; Zhe YANG ; Xiaoping ZHENG ; Kai WANG ; Zhikun LIU ; Jun CHEN ; Jianguo WANG ; Haiyang XIE ; Lin ZHOU ; Leiming CHEN ; Guoqiang CAO ; Dandan CHEN ; Junfang JI ; Bin ZHAO ; Chao JIANG ; Di LU ; Xuyong WEI ; Hangjin JIANG ; Qiaonan SHAN ; Hengbo SHI ; Yong-Zhen XU ; Shusen ZHENG ; Zhengxin WANG ; Shengda LIN ; Xiao XU
Clinical and Molecular Hepatology 2026;32(2):884-903
Background/Aims:
Liver transplantation (LT) following total hepatectomy is a life-saving treatment for hepatocellular carcinoma (HCC). The HCC recurrence after LT hinders the effectiveness of the procedure. The objective of this study is to develop a pre-operative risk stratification model based on a liquid biopsy.
Methods:
We conducted a comprehensive multi-omics study of 260 HCC patients from three centers, including clinical data, low-coverage whole-genome sequencing of cell-free DNA (cfDNA) from plasma, as well as whole-exome, single-nucleus RNA, and spatial transcriptomics from matched tumor and non-tumor tissues.
Results:
We identified cfDNA-derived copy number alteration (CNA) signatures associated with post-transplant recurrence. By integrating cfDNA-derived CNA profiles with single-cell transcriptomic data, we traced recurrence-associated cfDNA to a distinct subpopulation of malignant cells within the primary tumor. These cells were embedded in a pro-metastatic microenvironment of specialized endothelial subtypes and cancer-associated fibroblasts. Notably, most recurrence-associated lesions were detectable in cfDNA prior to liver transplantation (LT). Building on these insights, we developed the ZJU Criteria based on CNA fragments and tumor markers, a pre-LT risk prediction tool that integrates conventional clinical factors with cfDNA-derived CNA signatures, and validated it using internal and independent external cohorts.
Conclusion
Our findings suggest that post-transplant recurrence commonly originates from advanced subclones that emerge late during tumor evolution. The ZJU Criteria provides an accurate, non-invasive strategy that significantly improves pre-LT risk stratification and clinical decision-making for patients with HCC.
6.Trends in disease burden and years lived with disability of bladder cancer in China,1990—2023
Maochuan FAN ; Cangjian WANG ; Yuchun LI ; Xianglong MA ; Jianguo WEN ; Shunchao LI ; Linsen YANG
Journal of Modern Urology 2026;31(6):517-527
Objective Based on data from the Global Burden of Disease Study 2023 (GBD 2023), this study analyzes the trends in disease burden and years lived with disability (YLD) of bladder cancer in China from 1990 to 2023. Methods Epidemiological data on bladder cancer in China were obtained from the GBD 2023 database.The age-standardized prevalence rate (ASPR), YLD and population attributable fraction (PAF) of risk factors were calculated.Temporal trends were evaluated using the estimated annual percentage change (EAPC), and Joinpoint regression was applied to compute the annual percent change (APC) and average annual percent change (AAPC) for trend analysis. Results Between 1990 and 2023, the number of bladder cancer patients requiring rehabilitation services increased from 213 568 cases to 587 191 cases, representing a 175.0% increase.The YLD rose from 22 158 to 56 620, marking a 155.6% growth.The ASPR increased from 22.6/100 000 to 25.7/100 000 (EAPC=0.06), indicating a stable trend.The age-standardized YLD rate (ASYR) remained at 2.5/100 000 (EAPC=-0.32), indicating a downward trend.Notably, gender disparities in disease burden were evident, with male patients and YLD being 4.63 times and 4.25 times higher than their female counterparts, respectively.Risk factor analysis showed that smoking and high fasting plasma glucose were the main risk factors for bladder cancer.The ASYR attributable to high fasting plasma glucose showed an increasing trend in males (EAPC=0.13) but a decreasing trend in females (EAPC=-1.41). Conclusion The demand for rehabilitation and disease burden of bladder cancer in China have significantly increased, with particularly heavy burdens among males and the elderly population.It is urgent to formulate targeted interventions, strengthen tobacco control, occupational protection, and weight management, and establish an integrated rehabilitation service system to address the increasingly severe disease burden caused by bladder cancer.
7.Huoxue Wentong Prescription Ameliorates Post-myocardial Infarction Ventricular Remodeling in Rats via HIF-1α/TGF-β1/POSTN-mediated Regulation of EndMT
Xiaoning SUN ; Xiaoxiao ZHANG ; Cheng LI ; Qingqing WANG ; Jianguo LIN ; Mingyue WANG ; Ying YANG ; Kuiwu YAO
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(22):148-158
ObjectiveTo explore the potential mechanism by which Huoxue Wentong prescription (HXWT) ameliorates post-myocardial infarction (MI) ventricular remodeling by regulating endothelial-to-mesenchymal transition (EndMT) via the hypoxia-inducible factor-1α (HIF-1α)/transforming growth factor-β1 (TGF-β1)/periostin (POSTN) signaling pathway. MethodsEighty SPF-grade male Sprague-Dawley rats were randomly assigned to a sham-operated group (n=10) and a modeling group (n=70). The MI model was established by left anterior descending coronary artery ligation. Successfully modeled rats were further randomized into a model group, a sacubitril/valsartan (Entresto, 0.021 g·kg-1) group, and low, medium, and high-dose (4.15, 8.30, and 16.60 g·kg-1, respectively) HXWTF groups (n=10 per group). From postoperative day 2, rats received HXWTF or sacubitril/valsartan by gavage once daily for 4 weeks, and those in sham and model groups received an equal volume of normal saline. After intervention, general conditions were assessed. Echocardiography was performed to measure the left ventricular ejection fraction (LVEF), left ventricular fractional shortening (LVFS), left ventricular end diastolic diameter (LVEDD), and left ventricular end systolic diameter (LVESD). Hematoxylin and eosin (HE) staining was employed to evaluate myocardial histopathology, and Masson's trichrome staining to assess myocardial fibrosis. Serum levels of B-type natriuretic peptide (BNP), interleukin (IL)-6, IL-10, and matrix metalloproteinase-9 (MMP-9) were determined by enzyme-linked immunosorbent assay (ELISA). Collagen type Ⅰ (ColⅠ) expression was assessed by immunohistochemistry. Immunofluorescence double staining was adopted to detect the expression of platelet endothelial cell adhesion molecule-1 (CD31) and α-smooth muscle actin (α-SMA). Western blot was performed to quantify the expression of collagen type Ⅰ α2 (Col1A2), VE-cadherin, CD31, α-SMA, HIF-1α, TGF-β1, and POSTN. ResultsCompared with the sham group, the model group exhibited thinning and collapse of the left ventricular wall, decreased LVEF and LVFS and increased LVEDD and LVESD (P<0.01), disrupted myocardial fibers with marked inflammatory cell infiltration, increased collagen deposition, enhanced ColⅠ immunoreactivity, elevate serum BNP, IL-6, and MMP-9 levels, a reduced IL-10 level (P<0.01), downregulated expression of CD31 and VE-cadherin, and upregulated expression of α-SMA, Col1A2, HIF-1α, TGF-β1, and POSTN (P<0.05,P<0.01), accompanied by increased CD31/α-SMA co-localization. Compared with the model group, the sacubitril/valsartan group and all HXWTF groups showed improved ventricular wall structure, increased LVEF and LVFS, decreased LVEDD and LVESD, attenuated myocardial injury with reduced inflammatory infiltration and collagen deposition, declined serum BNP, IL-6, and MMP-9 levels, an elevated serum IL-10 level, upregulated expression of CD31 and VE-cadherin, downregulated expression of α-SMA, Col1A2, HIF-1α, TGF-β1, and POSTN, and reduced CD31/α-SMA co-localization (P<0.05,P<0.01). No significant differences were observed between the sacubitril/valsartan group and the medium- and high-dose HXWTF groups. ConclusionHXWTF may regulate the HIF-1α/TGF-β1/POSTN pathway to inhibit EndMT, thereby ameliorating post-MI ventricular remodeling.
8.A comparison of short-term efficacy and safety of small-caliber polyvinyl alcohol microsphere-based versus conventional TACE for unresectable hepatocellular carcinoma
Shaowei LI ; Jianguo LI ; Junchen WANG ; Shuxia WANG ; Guoqiang MA ; Yumin LI ; Li GUO ; Wei HU
China Pharmacy 2026;37(20):2732-2738
OBJECTIVE To compare the short-term efficacy and safety of small-caliber polyvinyl alcohol (PVA) microsphere-based transcatheter arterial chemoembolization (TACE) versus conventional iodized oil emulsion-based TACE in the treatment of unresectable hepatocellular carcinoma (HCC).METHODS Clinical data of 146 patients with unresectable HCC who underwent TACE at Gansu Provincial Second People’s Hospital (Affiliated Hospital of Northwest Minzu University) from June 1, 2024, to June 30, 2025, were retrospectively collected. According to the treatment strategy, the patients were divided into the control group (conventional iodized oil emulsion-based TACE, n =79) and the observation group (small-caliber PVA microsphere-based TACE, n =67). One-to-one propensity score matching (PSM) was performed, and the matched cohort (62 patients in each group) was used for the primary analysis. The objective response rate (ORR) and disease control rate (DCR) at 1 and 3 months post-treatment, serum levels of tumor markers (alpha-fetoprotein, alpha-fetoprotein lectin-binding fraction L3, and protein induced by vitamin K absence or antagonist-Ⅱ) before treatment and at 1 and 3 months post-treatment, the occurrence of adverse events, progression-free survival (PFS), and overall survival (OS) were compared between the two groups. Sensitivity and interaction analyses were also performed.RESULTS After PSM, the ORRs in the observation group at 1 and 3 months post-treatment were both 59.7%, and the DCRs were 91.9% and 93.5%, respectively, significantly higher than those in the control group (ORRs: 41.9% and 38.7%; DCRs: 77.4% and 75.8%; P <0.05). At 1 and 3 months post-treatment, the serum levels of tumor markers decreased significantly from baseline in both groups, with significantly lower levels in the observation group than in the control group ( P <0.05). No statistically significant differences were observed in the overall incidence of adverse events or the incidence of grade≥3 adverse events between the two groups ( P >0.05). The median PFS was 10.6 months in the control group and 14.3 months in the observation group, with no statistically significant difference [hazard ratio (HR) of 0.69, 95% confidence interval (CI) of 0.44-1.09, P =0.111]. During follow-up, 8 and 9 patients died in the control and observation groups, respectively, and the median OS was not reached in either group. The 12-month OS rates were 88.8% and 87.3%, respectively, with no statistically significant difference (HR of 0.88, 95%CI of 0.35-2.24, P =0.790). After adjustment for potential confounding factors in the original cohort, the ORR at 3 months post-treatment remained significantly higher in the observation group than in the control group (adjusted odds ratio of 2.67, 95%CI of 1.28-5.56, P =0.009). Additionally, the interaction between treatment modality and Barcelona Clinic Liver Cancer staging had no statistically significant impact on the ORR at 3 months post-treatment ( P =0.391).CONCLUSIONS For patients with unresectable HCC, compared with conventional iodized oil emulsion-based TACE, small-caliber PVA microsphere-based TACE demonstrates superior efficacy in terms of early radiological response and improvement in tumor markers, and the two regimens are comparable in terms of safety.
9.Latent classes of health related behaviors and their association with cooccurrence of anxiety and depressive symptoms among junior and senior high school students
JIANG Xiaomei, QIN Wenxia, RU Jianguo, LI Sihan, DENG Qiuwen, CUI Haichen, ZHENG Yanling, MA Jinfeng
Chinese Journal of School Health 2026;47(10):1435-1440
Objective:
To explore the association between health related behaviors and anxiety, depressive symptoms, and their co-occurrence among junior and senior high school students, so as to provide evidence for developing targeted mental health promotion strategies.
Methods:
From September to December 2023, a stratified cluster random sampling method was used to select 6 150 junior and senior high school students from 8 districts (counties) in a northwest region of China. The Generalized Anxiety Disorder-7 and Center for Epidemiologic Studies Depression Scale were used to assess anxiety and depressive symptoms, and their co-occurrence. Latent class analysis was used to identify latent classes of health related behaviors among junior and senior high school students, and Logistic regression models were used to analyze the association of the latent category of health related behaviors with anxiety and depressive symptoms, and their co-occurrence.
Results:
The detection rates of anxiety and depressive symptoms, and their co-occurrence were 8.0%, 22.0%, and 7.3%, respectively, among junior high school students, and 8.3%, 26.6%, and 7.6%, respectively, among senior high school students. Latent classes of health related behaviors were classified into four classes:the comprehensive high risk behavior group (586 students, 9.5%), the Internet addiction group (376 students, 6.1%), the insufficient sleep group (1 151 students, 18.7%), and the low risk behavior group (4 037 students, 65.6%). After controlling for confounding factors such as gender, ethnicity, and monitoring sites, Logistic regression model analysis showed that, compared with the low risk behavior group, the comprehensive high risk behavior group had elevated risks of anxiety and depressive symptoms, and their co-occurrence (junior high school students: OR =3.81, 5.52, 3.88; senior high school students: OR =4.57, 4.12, 5.43; all P <0.05). The Internet addiction group had elevated risks of anxiety and depressive symptoms, and their co-occurrence among junior high school students ( OR =1.89, 2.81, 1.89), and an elevated risk of depressive symptoms among senior high school students ( OR =2.41) (all P <0.05). The insufficient sleep group had an elevated risk of their co-occurrence among junior high school students ( OR =1.47), and elevated risks of anxiety and their co-occurrence among senior high school students ( OR =1.71, 1.99) (all P <0.05).
Conclusion
Latent classes of health related behaviors among junior and senior high school students are associated with anxiety and depressive symptoms, and their co-occurrence, as well as differences across school stages.
10.Improving the Certainty of Evidence in Animal Experiment Systematic Review/Meta-Analysis: An Empirical Study of the GRADE Method
Tengfei LI ; Qingyong ZHENG ; Jianguo XU ; Yiyi LI ; Yongjia ZHOU ; Caihua XU ; Mingyue ZHANG ; Jiexiang TIAN ; Gang WANG ; Jinhui TIAN
Laboratory Animal and Comparative Medicine 2025;45(1):101-111
Animal experiments are essential tools in biomedical research, serving as a bridge between basic research and clinical trials. Systematic reviews and meta-analyses (SRs/MAs) of animal experiments are crucial methods for integrating evidence from animal experiment, which can facilitate the translation of findings into clinical research, reduce translational risks, and promote resource integration in basic research. With the continuous development of the Grading of Recommendations, Assessment, Development, and Evaluation (GRADE) methodology, its application in SRs/MAs of animal experiments has gained increasing attention. This article first outlines the principles and specific applications of the GRADE methodology in SRs/MAs of animal experiments, including qualitative descriptive systematic reviews, meta-analyses, and network meta-analyses. It then deeply analyzes the misuse of the GRADE methodology in practice, including incorrect evidence grading, improper classification of evidence, misapplication in qualitative systematic reviews, inconsistencies between the documentation of the upgrading and downgrading process and results, and inappropriate use for making recommendations. Furthermore, this article comprehensively discusses the factors influencing the grading of evidence certainty in SRs/MAs of animal experiments, including the impact of bias risk, indirectness, inconsistency, imprecision, and publication bias on evidence downgrading, as well as the role of large effect sizes and cross-species consistency in evidence upgrading. Finally, in response to the issues discussed, improvement strategies are proposed, including further research and optimization of the GRADE methodology for SRs/MAs of animal experiments, the development of reporting guidelines tailored to the characteristics of SRs/MAs in animal experiment research, and enhanced professional training for researchers in the GRADE methodology. This article aims to improve the quality of evidence in SRs/MAs of animal experiments, strengthen their reliability in clinical decision-making, and promote the more efficient translation of findings from animal experiment research into clinical practice.


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