Liguo Zhu

Liguo Zhu


Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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1 November 2019 in Medicine
Verified
Journal Article
Open access
LLLong Liang
Long Liang
MFMinshan Feng
Minshan Feng
XCXin Cui
Xin Cui
SZShuaiqi Zhou
Shuaiqi Zhou
XYXunlu Yin
Xunlu Yin
魏W魏戌 Wei
魏戌 Wei
Background: Cervical radiculopathy (CR), which is most often stems from degenerative disease in the cervical spine, has increasingly become a common and frequently occurring disease in clinic due to the popularity of electronic products, such as computes and cell phones. Some studies have shown that exercise or exercise combined with other treatments can effectively decrease pain and improve functional status. The objective was to analyze the effects of exercise for treating patients with CR. Methods: Seven databases were searched from inception to December 2018. Randomized controlled trials involving exercise alone or exercise combined with conventional treatment were enrolled. Data were pooled after trials quality assessment for meta-analysis. Outcomes were pain (visual analog scale [VAS]), quality of life (12-short form health survey, 36-short form health survey), and physical function accessed by neck disability index (NDI). Results: Ten studies involving 871 participants with CR were included. Meta-analysis revealed that compared with control group, there was a reduction in VAS (standardized mean difference = −0.89; 95% confidence interval [CI]: −1.34 to −0.44; Z = 3.89; P < .001). There was also an improvement of NDI (mean difference = −3.60; 95% CI: −6.27 to −0.94; Z = 2.65; P = .008)]. Additionally, although the results of subgroup analyses were changed due to the paucity of the quantity and quality of the included studies. The pooled results were verified to be stable by sensitivity analyses. Besides, the grading of recommendations assessment, development, and evaluation level of evidence is low for each outcome. Conclusion: Exercise alone or exercise plus other treatment may be helpful to patients with CR. However, exercise option should be carefully considered for each patient with CR in accordance with their different situations. Large-scale studies using proper methodology are recommended.

8 November 2023 in Frontiers in Medicine
Verified
Journal Article
Open access
WZWeiye Zhang
Weiye Zhang
GWGewen Wang
Gewen Wang
RXRong Xie
Rong Xie
JZJiawen Zhan
Jiawen Zhan
LZLiguo Zhu
Liguo Zhu
YDYuxuan Du
Yuxuan Du
Background: Traditional Chinese exercises (TCEs) have played a significant role in treating various diseases. However, there is limited research assessing the efficacy of TCEs in treating Lumbar disc herniation (LDH). This study aimed to systematically evaluate the effects of four commonly used TCEs (Baduanjin, Yijinjing, Taichi, and Wuqinxi) on pain and disability in elderly patients with LDH.Objectives: To assess the quality of relevant randomized controlled trials (RCTs) to provide evidence support for the treatment of LDH.Methods: RCTs were identified through eight databases. Meta-analysis and trial sequence analysis (TSA) were conducted using RevMan 5.4, Stata 17.0, and TSA 0.9.Results: A total of 22 RCTs, involving 1931 patients, were included in the analysis. TCEs exhibited a superior effectiveness in treating LDH compared to the control group. However, the TSA analysis suggested the possibility of false positives, indicating the need for more high-quality RCT evidence. Nevertheless, TCEs showed reliable results in significantly improving the VAS score and JOA score of LDH patients.Conclusion: Current evidence indicates that the four TCEs have advantages in treating LDH in middle-aged and elderly individuals. However, considering the limitations of this study, we need to exercise caution in drawing conclusions, and further research is required to validate these findings.Systematic Review Registration: http://www.crd.york.ac.uk/PROSPERO, identifier [CRD42023431633].

19 February 2026 in Chinese Medicine
Verified
Journal Article
Open access
PDF file
CHChangxiao Han
Changxiao Han
GYGuangyi Yang
Guangyi Yang
HLHongtao Li
Hongtao Li
LZLiguo Zhu
Liguo Zhu
HWHaiBao - Wen
HaiBao - Wen
Background and objective: Large Language Models (LLMs) show significant potential in healthcare, but their application in Traditional Chinese Medicine (TCM) lacks systematic evaluation. This study aims to comprehensively review LLMs tuning techniques, data construction strategies, evaluation methods, and application scenarios in TCM clinical practice. Methods: A scoping review following PRISMA-ScR guidelines was conducted. Researchers systematically searched seven databases for relevant studies published between database inception to May 2025. The analysis focused on identifying model characteristics, tuning techniques, data sources, evaluation methods, application domains and performance limitations to assess the current state and future directions of TCM-oriented LLMs. Results: We included 27 studies (21 in English, 6 in Chinese). Application domains comprised TCM knowledge consultation (10 studies) and diagnostic assistance (13 studies), with 4 studies establishing TCM LLMs evaluation benchmarks. LoRA fine-tuning was most widely used (65.2%), often combined with prompt engineering (47.8%), continued pre-training (43.5%), and retrieval-augmented generation (39.1%). Most studies (87.0%) employed multiple technique combinations. Training data balanced theoretical knowledge (classics) with clinical experience (case records), though multimodal data remained severely insufficient. Evaluation methods were multidimensional, with accuracy (63.0%) and human assessment (77.8%) most frequently used. Specialized TCM evaluation benchmarks were gradually established. Current models excel at integrating heterogeneous knowledge, basic syndrome differentiation reasoning, and cross-language knowledge conversion, but show limitations in simulating complex TCM reasoning processes and individualized diagnosis. Conclusion: Although TCM-oriented LLMs demonstrate effectiveness in knowledge consultation and diagnostic tasks, they face significant challenges in capturing TCM's holistic paradigm, data quality, and clinical evaluation. Future research should develop TCM-compatible model architectures, build standardized multimodal data ecosystems, strengthen clinical translation, and create evaluation frameworks that reflect TCM's diagnostic process.

1 February 2020 in Medicine
Verified
Journal Article
Open access
LLLong Liang
Long Liang
XWXu Wei
Xu Wei
MFMinshan Feng
Minshan Feng
LZLiguo Zhu
Liguo Zhu
JYJie Yu
Jie Yu
XWXingyu Wang
Xingyu Wang
Background: Huangqi Guizhi Wuwu Decoction (HGWD) is a common prescription for the treatment of cervical radiculopathy (CR). And the effectiveness and safety of HGWD for CR were assessed in this study. Methods: Seven databases were searched. Randomized controlled trials involving HGWD alone or HGWD combined with conventional treatment were enrolled. The authors in pairs independently assessed the risk of bias and extracted the data. Results: Eight studies involving 783 participants with CR were included. Meta-analysis revealed that the efficacy of HGWD for CR was significantly superior compared with control treatment (risk ratio = 1.12, 95% confidence interval [CI]:1.06–1.19, Z = 3.71; P = .0002). Compare with control group, there is an increase in visual analog scale (mean difference [MD] = 0.99; 95% CI: 0.83–1.14; Z = 12.57; P < .00001). There was also an improvement of neck disability index (MD = 9.2; 95% CI: 8.28–10.11; Z = 19.75; P < .00001). Adverse events were not mentioned in the 8 trials. Conclusion: HGWD alone or HGWD plus other treatment may be helpful to patients with CR. However, the methodological quality of the randomized controlled trials was generally low. Larger and better-designed randomized controlled trials are recommended.

1 February 2020 in Medicine
Verified
Journal Article
Open access
KSKai Sun
Kai Sun
FHFasen Huang
Fasen Huang
BQBaoyu Qi
Baoyu Qi
HYHe Yin
He Yin
BTBin Tang
Bin Tang
LZLiguo Zhu
Liguo Zhu
Background: Lumbar disc herniation (LDH) is 1 of the most common diseases in orthopedics, which seriously affects people's daily life and brings a heavy burden on society and families. Chinese herbal medicine has been used in clinical practice for a long time and Duhuo Jisheng Decoction (DHJSD) is believed to help alleviate the symptoms of LDH. This systematic review aims to collect evidences from randomized clinical trials and evaluate the efficacy of DHJSD on LDH in order to provide a reference for clinicians and researchers. Methods: We will comprehensively search the 8 electronic databases until December 2019 to identify related randomized controlled trials, including 4 foreign databases (PubMed, MEDLINE, EMBASE, Cochrane Library) and 4 Chinese databases (China National Knowledge Infrastructure Database, VIP Database, Wanfang Database and China Biology Medicine disc). The data of the World Health Organization International Clinical Trial Registry Platform and the Chinese Clinical Trial Registry also will be searched. The primary outcomes are Japanese Orthopaedic Association scores and visual analog scale scores. The risk of bias will be assessed using the Cochrane Collaboration tool. RevMan (V.5.3) software will be used for meta-analysis. Results: This study will report the results of DHJSD for the treatment of LDH from the literature screening, the basic information of the included studies, the risk of bias of the included studies, treatment effects, safety, and so on. Conclusion: This systematic review will evaluate the effectiveness and safety of DHJSD for the treatment of LDH and provide the latest evidence for its clinical application. Ethics and dissemination: This is a literature-based study, therefore it does not require ethical approval. PROSPERO registration number: CRD42019147302.

21 February 2019 in BioMed Research International
Verified
Journal Article
Open access
PDF file
XYXunlu Yin
Xunlu Yin
MFMinshan Feng
Minshan Feng
LZLiguo Zhu
Liguo Zhu
JZJiawen Zhan
Jiawen Zhan
魏W魏戌 Wei
魏戌 Wei
LXLi Xuepeng
Li Xuepeng
Low back pain is a major cause of disability worldwide. Although numerous potential biomarkers for the early diagnosis or treatment of intervertebral disc degeneration (IDD) have been identified subsequent to the development of molecular biology technologies, the mechanisms of IDD remain unknown. Published studies found the unbalance of anabolism and catabolism of annulus fibrosus (AF) played an important role in it. The present study was aimed to identify the potential targets and signaling pathways of IDD, through the combined analysis of differential expression and based on the Gene Expression Omnibus (GEO) dataset from NCBI. PPI Networks Analysis indicated that MMP2 and AGE-RAGE signaling pathway and estrogen signaling pathway may play important roles in initiation and development of IDD. This study forecasted the pathogenesis molecular mechanism of IDD and the potential prognostic and diagnostic biomarkers, but we need to make further molecular biological experiments to confirm our assumptions.