1.Construction of the clinical diagnosis and treatment model during the “pre-disease to disease” window period in traditional Chinese medicine: integration of objective multimodal data from the perspective of traditional Chinese medicine stateology
Danyang Li ; Min Ai ; Pai Zhou ; Ying Deng ; Chaoyang Yang ; Qinghua Peng
Digital Chinese Medicine 2026;9(2):173-183
The philosophy of “treating disease before its onset” is a fundamental concept of traditional Chinese medicine (TCM), permeating its diagnostic and therapeutic framework, and is central to clinical practice. However, current TCM diagnostic and treatment models for the “pre-disease to disease” window period face several limitations, including the lack of comprehensive clinical parameters, difficulties in characterizing and integrating heterogeneous multimodal data, and insufficient dynamic precision in interventions and efficacy evaluations. To address these issues, guided by Professor Candong Li’s theory of TCM stateology, this study focuses on integrating objective multimodal data. It proposes a new model for personalized TCM diagnosis and treatment targeting the “pre-disease to disease” window period. This approach first proposes the idea of restructuring the conceptual framework of “symptom” and integrating multi-source heterogeneous data at macroscopic, mesoscopic, and microscopic levels to form a three-dimensional assessment indicator system. By integrating graph neural networks, convolutional neural networks, attention mechanisms, and knowledge graph-guided weight allocation, this approach enables collaborative representation, alignment, and fusion of multi-source data. Subsequently, it plans to construct a multimodal fusion model at both feature and decision levels, in order to establish mappings between indicators and TCM state elements, and to screen key indicators characterizing pathological evolution during the window period. Furthermore, it proposes a technical path for enhancing model interpretability using methods such as SHapley Additive exPlanations (SHAP) and Ablation-CAM++. Finally, with state assessment as the core, it proposes the concept of constructing a dynamic evaluation method for individualized diagnosis and treatment based on time-series data analysis using algorithms such as long short-term memory (LSTM) networks and gated recurrent units (GRUs). Moreover, a causal inference framework and semi-supervised learning strategies are introduced to enable quantitative evaluation of individual intervention effects and to provide interpretable therapeutic feedback, forming a complete technical path from data representation and fusion, weight adjustment, and interpretability analysis, to dynamic diagnosis feedback. This study aims to address deficiencies in the current TCM diagnosis and treatment model during the “pre-disease to disease” window period and to provide an operational framework for the clinical practice of TCM’s “treating disease before its onset”.
2.Construction and validation of a risk prediction model for 28-day mortality in patients with sepsis-associated acute kidney injury
Jiang-Ming ZHANG ; Ze-Qian WANG ; Cun-Lian XU ; Pai DENG ; Yang WU ; Min-Jun QI ; Lu-Mei MA ; Wei-Qing YAO ; Dong LIU ; Dong-Mei LIU
Medical Journal of Chinese People's Liberation Army 2025;50(8):935-942
Objective To explore the risk factors for 28-day mortality of sepsis-associated acute kidney injury(SA-AKI)patients and to develop a nomogram risk prediction model.Methods A retrospective cohort study was conducted,involving 184 patients with SA-AKI admitted to the intensive care unit(ICU)of the 940th Hospital of Joint Logistic Support Force of PLA between January 2017 and December 2022.Patients were categorized into survival(n=135)and non-survival(n=49)groups based on 28-day mortality.Clinical data were collected,and statistically significant risk factors were preliminarily screened.Multivariate stepwise logistic regression analysis was performed to identify independent risk factors for 28-day mortality of SA-AKI patients.A nomogram predictive model was constructed using these factors,and internally validated with the Bootstrap method.The receiver operating characteristic curve(ROC curve)was drawn,and the area under the ROC curve(AUC)was calculated to verify the predictive value and accuracy of the model.Results The 28-day mortality rate among 184 SA-AKI patients was 26.6%(49/184).Multivariate stepwise logistic regression analysis identified multiple organ dysfunction syndrome(MODS)(OR=16.393,95%CI 4.317-62.254,P<0.001),high acute physiology and chronic health evaluation Ⅱ(APACHE Ⅱ)score(OR=1.097,95%CI 1.036-1.161,P=0.002),low oxygenation index(OR=0.992,95%CI 0.986-0.998,P=0.015),low neutrophil count(OR=0.912,95%CI 0.860-0.968,P=0.002)and low fibrinogen concentration(OR=0.733,95%CI 0.549-0.978,P=0.034)as independent risk factors.The prediction model equation was P=1/1+e-logit(P),logit(P)=-1.626+2.797×MODS+0.092×AP ACHE Ⅱ+(-0.311)×fibrinogen+(-0.092)×neutrophil count+(-0.008)×oxygenation index.Internal validation with 1000 Bootstrap resamples showed high consistency between predicted and actual values.ROC analysis showed an AUC of 0.911(95%CI 0.868-0.955,P<0.05)for the model,with 93.9%sensitivity and 78.5%specificity at a cut-off of 0.194.The Hosmer-Lemeshow test confirmed good calibration(P=0.62),and decision-making curve analysis demonstrated clinical utility within the high-risk threshold range(0.1-0.9).Conclusions MODS,high APACHE Ⅱ score,low oxygenation index,low neutrophil count,and low fibrinogen concentration are independent risk factors for 28-day mortality in SA-AKI patients.The developed nomogram risk prediction model may provide important guidance for predicting 28-day mortality in SA-AKI patients.
3.Explore the causal association between antibody immune response and ulcerative colitis based on Mendelian randomization
Yixuan Zeng ; Niren Li ; Bingying Deng ; Pai Xie ; Rihong Ou ; Lei Chen ; Yi Liu
Acta Universitatis Medicinalis Anhui 2025;60(6):1098-1104
Objective :
To explore the causal relationship between 46 phenotypes ( including 15 seropositive case- control phenotypes and 31 quantitative antibody-measurement phenotypes) and ulcerative colitis( UC) using two- sample bidirectional Mendelian randomization( TSMR) .
Methods:
Single nucleotide polymorphisms ( SNPs) sig- nificantly associated with the relative abundance of the 46 antibody sera were extracted as instrumental variables ac- cording to preset thresholds . Summary statistics for UC were obtained from the OPEN GWAS database ( n = 47 745) . MR-Egger regression , weighted median method ( WME) , inverse variance weighting ( IVW) , the simple mode method (SM) , and weighted multitude method (WM) were used to estimate the causal relationship between antibody levels and UC , primarily using the IVW method . The results were assessed according to the effect indica- tor dominance ratios (OR) and 95% confidence intervals (CI) . Sensitivity analysis , heterogeneity test , gene plei- otropy test , and outlier test (MR-PRESSO) were combined to verify the stability and reliability of the results , and the causal association study was performed again using reverse Mendelian randomization(MR) .
Results :
IVW re- sults showed that Epstein-Barr( EB) virus EA-D antibody levels ( OR = 0. 806 , 95% CI = 0. 693 - 0. 939 , P < 0. 01) , Epstein-Barr virus EBNA-1 antibody levels ( OR = 1 . 870% , 95% CI = 1 . 480 - 2. 360 , P < 0. 000 1) , Anti-polyomavirus 2 IgG seropositivity (OR = 0. 570 , 95% CI = 0. 435 - 0. 746 , P < 0. 000 1) were associated with UC . The inverse MR analysis revealed a causal effect on anti-polyomavirus 2 IgG seropositivity , and none of the a- bove revealed genetic pleiotropy or significant heterogeneity of IVs .
Conclusion
EB virus EBNA-1 antibody levels are positively associated with the risk of UC , while EB virus EA-D antibody levels and anti-polyomavirus 2 IgG se- ropositivity are negatively associated with the risk of UC , indicating that they are protective factors for UC .
4.Clinical cure and safe drug withdrawal in chronic hepatitis B
Jieli HU ; Yewei JI ; Pai PENG ; Hui FAN ; Liuyang ZHAO ; Haijun DENG ; Ni TANG ; Ailong HUANG
Chinese Journal of Hepatology 2025;33(6):526-533
With the widespread implementation of immunoprophylaxis strategies, the primary challenge in HBV infection prevention and control in China has shifted to reducing the burden of existing infections. A crucial approach to decreasing the burden of existing infections is to develop the effective treatment methods to achieve clinical or functional cures within a limited treatment duration for infected patients. The existing infections can be divided into two parts: those that are easy to cure and those that are difficult to treat. Patients who meet the current drug withdrawal criteria and at the same time have HBsAg<100 IU/mL following treatment with nucelos(t)ide analogue therapy are the easier one to treat, accounting for about 12% of the total infections, and the remaining 88% are difficult to cure. A necessary step toward clinical cure is pushing the HBsAg levels of patients to <100 IU/mL, but this driving effect must stem from effective immune reconstitution against HBV. Recent prevention and control, certain characteristics and implementation of clinical cure, and the safe drug withdrawal are discussed here to offer new perspectives on issues related to hepatitis B.
5.Clinical cure and safe drug withdrawal in chronic hepatitis B
Jieli HU ; Yewei JI ; Pai PENG ; Hui FAN ; Liuyang ZHAO ; Haijun DENG ; Ni TANG ; Ailong HUANG
Chinese Journal of Hepatology 2025;33(6):526-533
With the widespread implementation of immunoprophylaxis strategies, the primary challenge in HBV infection prevention and control in China has shifted to reducing the burden of existing infections. A crucial approach to decreasing the burden of existing infections is to develop the effective treatment methods to achieve clinical or functional cures within a limited treatment duration for infected patients. The existing infections can be divided into two parts: those that are easy to cure and those that are difficult to treat. Patients who meet the current drug withdrawal criteria and at the same time have HBsAg<100 IU/mL following treatment with nucelos(t)ide analogue therapy are the easier one to treat, accounting for about 12% of the total infections, and the remaining 88% are difficult to cure. A necessary step toward clinical cure is pushing the HBsAg levels of patients to <100 IU/mL, but this driving effect must stem from effective immune reconstitution against HBV. Recent prevention and control, certain characteristics and implementation of clinical cure, and the safe drug withdrawal are discussed here to offer new perspectives on issues related to hepatitis B.
6.Clinical research about the correlation between Fas、FasL protein and breast cancer
Hao-Yuan SHEN ; Chun-Yan DENG ; Yi-Fei DAI ; Yun-Tao HAN ; Dong-Jie PENG ; You-Lin YU ; Yuan-Bing XU ; Pai PENG ; Chao-Hua HU
Chinese Journal of Current Advances in General Surgery 2017;20(12):948-951
Objective:To investigate the clinical significance of the expression of Fas and FasL in breast cancer tissue and their relationship with the prognosis of breast cancer.Methods:Immunohistochemical technique was used to detect protein expression proportion and the level of Fas and FasL in 60 cases of breast cancer and 10 cases of benign breast tumor tissues.the experimental data were analyzed using semi-quantitative count and SPSS22.Results:The positive rate of Fas,FasL in breast cancer and benign breast tumor tissues were 78.33% (47/60),80% (8/10) and 95% (57/60),70%(7/10),the positive rate of Fas protein in breast cancer tissues was higher than that of benign breast tumors,the positive rate of FasL protein in breast cancer was lower than that in benign breast tumor tissue.Fas、FasL protein expression were no significantly correlated with that of breast cancer staging,age,molecular typing,HER-2 and axillary lymph node status.but The strong expression of Fas,FasL protein were significantly correlated with that of the axillary lymph node status and the expression of ki-67.Conclusion:The strong expression of Fas,FasL protein may be associated with breast cancer metastasis and progress,and they could be as indicators of the evaluation of prognosis of breast cancer.
7.Expression of miR-550a-5p in Myelodysplastic Syndrome and Its Prediction of Target Genes.
Ying HUANG ; Jing WEN ; Hong-Ying LI ; Xu-Pai ZHANG ; Dong-Hong DENG ; Peng CHENG ; Zhi-Gang PENG ; Wei-Hua ZHAO ; Jun LUO ; Yuan LONG ; Zheng-Fang LIU
Journal of Experimental Hematology 2016;24(5):1476-1483
OBJECTIVETo investigate the expression of miR-550a-5p in bone marrow of patients with myelodysplastic syndrome (MDS), and to predict its target genes and function by bioinformatics analyses, so as to provide the evidence to furthre explore the role of miR-550a-5p and its target genes in pathogenesis of MDS.
METHODSReal-time PCR was used to detect the expression of miR-550a-5p in 54 MDS patients, 16 acute myeloid leukemia transformed from MDS (sfAML) and 19 healthy controls, and the correlation between the expression of miR-550a-5p and clinical pathologic characteristics of MDS, including chromosome, percentage of marrow blasts, absolute neutrophil count, platelet count and hemoglobin levels were analyzed. The sequence of miR-550 was searched in miRBase database. Target genes of miR-550a-5p were predicted by Microcosm,Miranda and Targetscan, and the predective results were collected, then the enrichment analyses of target gene function(GO) and signalling pathway(pathway of miR-550a-5p) were carried out by using gene ontology darabase and KEGG database.
RESULTSThe expression of miR-550a-5p in bone marrow of all MDS patients was higher than that in controls: the expression level of miR-550a-5p in low risk MDS and middl risk 1 MDS was 1.7 times of controls (P=1.23×10); the expression of miR-550a-5p in midde risk 2 MDS and high risk MDS was 1.9 times of controls (P=1.20×10); the expression of miR-550a-5p in tAML was 2.0 times of controls (P=5.61×10). The miR-550a-5p expression level was up-regulated gradually with the enhancement of disease risk of MDS, but there was no correlation between the expression level of miR-550a-5p and clinical pathologic characteristics of MDS(chromosome: Normal: 1.11±0.19, Abnormal:1.26±0.15, P>0.05; Percentage of Marrow Blasts: r=0.29,P=0.07; absolute neutrophil count: r=-0.02,P=0.89; hemoglobin level: r=0.09,P=0.57; platelet count: r=0.25,P=0.08). The sequence of miR-550 was conservative among different species, and the prediced results indicated that there were 19 target genes in intersection. The functions of target genes were enriched in regulation of stress-activated cascade, MAPK pathway, regulation of muscle organ development, regulation of protein homodimerization activity and other biological processes; they participated in some molecular functions including enzyme activity, combination processes of some molecules as protein, cAMP and domain existed in cell junction, synapse, coated vesicle, dendrite and other cellular components. Two of them-PDLIM2 and PSME1 were selected which might play a role in pathologic mechanism of MDS regulated by miR-550a-5p.
CONCLUSIONThe expression of miR-550a-5p in bone marrow of MDS patients increases specifically, and miR-550a-5p may play a role in the pathogenesis of MDS through regulation of target genes, PDLIM2 and PSME1.


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