1.Clinical Efficacy of Janus Kinase Inhibitors in Combination with Chinese Herbal Medicine for Rheumatoid Arthritis:A Retrospective Study and A Meta-analysis
Chenguang ZHAN ; Shengqin YANG ; Xin LI ; Yu WEN ; Peng ZHANG ; Xingrui YAN ; Haifang DU ; Maojie WANG ; Xiaodong WU ; Liyan MEI ; Xiumin CHEN ; Yanlin LI ; Runyue HUANG
Journal of Traditional Chinese Medicine 2026;67(5):534-543
ObjectiveTo evaluate the efficacy and safety of Janus kinase (JAK) inhibitors combined with Chinese herbal medicine (CHM) in treating rheumatoid arthritis (RA). MethodsClinical data from 169 RA patients were retrospectively collected. Among them, 71 cases received JAK inhibitors as the control group, while 98 cases received JAK inhibitors plus CHM as the observation group, both treated for 24 weeks. The rheumatoid factor (RF), cyclic citic peptide antibody (anti-CCP), erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), and white blood cell count (WBC) were recorded before and after treatment. Databases including CNKI, Wanfang, VIP, PubMed and Web of Science were searched from inception till August 31st, 2025 for randomized controlled trials (RCTs) on the combined use of JAK inhibitors and CHM for RA. The methodological quality of the included studies was evaluated using the risk of bias assessment tool. Meta-analyses were performed for RF, anti-CCP, ESR, CRP, 28-joint disease activity score (DAS28), overall clinical effective rate, and incidence of adverse events. Sensitivity analysis were also performed. ResultsThe retrospective study demonstrated that after treatment, ESR, CRP, and anti-CCP levels decreased in the observation group, while ESR and CRP levels decreased in the control group (P<0.05). Moreover, ESR and RF levels in the observation group were lower than those in the control group (P<0.05). A total of 9 RCTs involving 770 patients were included in the meta-analysis. The results indicated that the JAK inhibitors plus CHM group was superior to the JAK inhibitors group in reducing RF (MD=-8.97, 95%CI -15.01 to -2.94, P=0.004), CRP (MD=-3.34, 95%CI -3.82 to -2.86, P<0.001), ESR (MD=-5.33, 95%CI -7.98 to -2.69, P<0.001), and DAS28 score (MD=-0.54, 95%CI -0.74 to -0.34, P<0.001), as well as in improving the overall clinical effective rate (OR=4.53, 95%CI 2.55 to 8.03, P<0.001). No statistically significant differences were observed between groups in anti-CCP levels (SMD=-2.08, 95%CI -4.41 to 0.24, P=0.080) or incidence of adverse events (OR=0.93, 95%CI 0.55 to 1.57, P=0.790). ConclusionThe combination of JAK inhibitors and CHM demonstrates remarkable efficacy in treating RA, contributing to improved disease activity and reduced inflammatory markers with a favorable safety profile.
2.QingNangTCM: a parameter-efficient fine-tuning large language model for traditional Chinese medicine
Xuming TONG ; Liyan LIU ; Yanhong YUAN ; Xiaozheng DING ; Huiru JIA ; Xu YANG ; Sio Kei IM ; Mini Han WANG ; Zhang XIONH ; Yapeng WANG
Digital Chinese Medicine 2026;9(1):1-12
Objective:
To develop QingNangTCM, a specialized large language model (LLM) tailored for expert-level traditional Chinese medicine (TCM) question-answering and clinical reasoning, addressing the scarcity of domain-specific corpora and specialized alignment.
Methods:
We constructed QnTCM_Dataset, a corpus of 100 000 entries, by integrating data from ShenNong_TCM_Dataset and SymMap v2.0, and synthesizing additional samples via retrieval-augmented generation (RAG) and persona-driven generation. The dataset comprehensively covers diagnostic inquiries, prescriptions, and herbal knowledge. Utilizing P-Tuning v2, we fine-tuned the GLM-4-9B-Chat backbone to develop QingNangTCM. A multi-dimensional evaluation framework, assessing accuracy, coverage, consistency, safety, professionalism, and fluency, was established using metrics such as bilingual evaluation understudy (BLEU), recall-oriented understudy for gisting evaluation (ROUGE), metric for evaluation of translation with explicit ordering (METEOR), and LLM-as-a-Judge with expert review. Qualitative analysis was conducted across four simulated clinical scenarios: symptom analysis, disease treatment, herb inquiry, and failure cases. Baseline models included GLM-4-9B-Chat, DeepSeek-V2, HuatuoGPT-II (7B), and GLM-4-9B-Chat (freeze-tuning).
Results:
QingNangTCM achieved the highest scores in BLEU-1/2/3/4 (0.425/0.298/0.137/0.064), ROUGE-1/2 (0.368/0.157), and METEOR (0.218), demonstrating a balanced and superior normalized performance profile of 0.900 across the dimensions of accuracy, coverage, and consistency. Although its ROUGE-L score (0.299) was lower than that of HuatuoGPT-II (7B) (0.351), it significantly outperformed domain-specific models in expert-validated win rates for professionalism (86%) and safety (73%). Qualitative analysis confirmed that the model strictly adheres to the “symptom-syndrome-pathogenesis-treatment” reasoning chain, though occasional misclassifications and hallucinations persisted when dealing with rare medicinal materials and uncommon syndromes.
Conclusion
Combining domain-specific corpus construction with parameter-efficient prompt tuning enhances the reasoning behavior and domain adaptation of LLMs for TCM-related tasks. This work provides a technical framework for the digital organization and intelligent utilization of TCM knowledge, with potential value for supporting diagnostic reasoning and medical education.
4.A case of clinical features of discordant lymphoma with MYD88 genetic aberration
Hong ZHOU ; Weiwei ZHAO ; Juan LIU ; Yanming XUE ; Liyan CHEN ; Wenbo YANG ; Wei WANG
Chinese Journal of Laboratory Medicine 2025;48(10):1354-1357
A case of 75-year-old male patient was admitted to the Second Affiliated Hospital of Harbin Medical University on June ,2024 complaining 'repeated cough for half a year', accompanied by night fever, night sweats, fatigue, weight loss. He was initially diagnosed as diffuse large B-cell lymphoma through chest CT and bronchoscopic biopsy, then confirmed as diffuse large B-cell lymphoma with MYD88 genetic aberration with bone marrow inconsistent involvement by PET-CT, bone marrow biopsy, immunohistochemistry(IHC),FISH and other tests. The R-CHOP was given as first-line regimen treatment immediately, but the patient appeared allergyic to Rituximab and Zuberitamab sequencially, therefore we change the plan to CDOP for continued chemotherapy and discharged after remission. In his regular admission, we give G-CHOP regimen for chemotherapy, no adverse reactions were found.
5.Construction of risk prediction model for preterm infant respiratory distress syndrome in Dali Prefecture
Hong ZHANG ; Rong ZHANG ; Pengcheng YANG ; Liyan LUO ; Wenlong ZHANG ; Yurong CHENG ; Wenlin LIU ; Wenbin DONG
The Journal of Practical Medicine 2025;41(15):2342-2348
Objective To develop a nomogram-based predictive model for assessing the risk of respiratory distress syndrome(RDS)in premature infants in the high-altitude region of Dali.The predictive performance and clinical applicability of the model will be systematically evaluated to provide evidence-based guidance for the early diagnosis and clinical management of respiratory distress in premature infants.Methods A total of 680 preterm infants admitted to the Dali Maternal and Child Health Hospital between January 2020 and December 2024 were enrolled in the study and randomly divided into a training set(n=476)and a validation set(n=204)at a ratio of 7∶3.Independent predictors were identified through univariate logistic regression and multivariate stepwise regression analyses,and a nomogram model was subsequently developed using R software.The performance of the model,including its discrimination,calibration,stability,and clinical applicability,was evaluated using the receiver operating characteristic curve(ROC),Hosmer-Lemeshow goodness-of-fit test,bootstrap resampling method,and decision curve analysis(DCA).Results The final model incorporated seven independent variables:gestational age,birth weight,Apgar score,blood oxygen saturation,gestational hyperglycemia,prenatal glucocor-ticoid therapy,and maternal history of infection.The areas under the curve(AUCs)for the training and validation sets were 0.88(95%CI:0.84~0.92)and 0.83(95%CI:0.76~0.89),respectively,with all Hosmer-Lemeshow test p-values exceeding 0.05.The bootstrap-corrected AUC was 0.85(95%CI:0.81~0.89).DCA indicated that the model achieved the highest net benefit at a risk threshold range of 10%to 35%.Conclusions This model integrates multiple risk factors associated with the occurrence of RDS in plateau environments,demonstrating robust predictive performance for RDS in preterm infants residing in high-altitude areas such as Dali.It can serve as a valuable tool for risk stratification and clinical decision-making,and may also provide a reference for future multicenter prospective studies.
6.Reliability and validity of the Chinese version Gothenburg empowerment scale among limb disabilities
Chinese Journal of Rehabilitation Medicine 2025;40(7):1017-1024
Objective:Chineselization of patient empowerment scale suitable for adult rehabilitation patients with long-term diseases-the Gothenburg empowerment scale(GES).To evaluate the reliability,validity and cultural applicability of the Chinese version GES in limb disabilities.Method:The Chinese version of the GES was produced by translating,back translating,and adjusting the GES according to the process of Beaton,DE.Convenience sampling method was used to select patients with limb disabilities over 18 years old from Shanghai YangZhi rehabilitation hospital as research object.The factor validi-ty,discriminant validity,convergent validity,confirmatory factor analysis(CFA)and exploratory structural equa-tion model(ESEM)were evaluated by Mplus 8.3.Adopt Cronbach's α coefficient and McDonald's ω coeffi-cient were used for reliability test of the scale.The floor and ceiling effects were used to evaluate the respon-siveness of the scale.Result:Total 274 valid samples with limb disabilities were obtained.The Chinese version GES consisted of 15 items,with 3 items connected to each dimension:Knowledge and understanding,personal control,identity,shared decision-making,and Enabling others.The Cronbach's α of total scale as well as the five dimensions ranged from 0.759-0.896.The McDonald's ω ranged from 0.737-0.953 in CFA and ESEM.CFA,ESEM,and second-order confirmatory factor analysis model all fitted well.The ESEM's fit indices(χ2/df=1.113,RMSEA=0.020,TLI=0.994,CFI=0.998,SRMR=0.014)were significantly better than the CFA's fit indices(χ2/df=1.516,RM-SEA=0.043,TLI=0.972,CFI=0.978,SRMR=0.042).The Chinese version GES had good discriminate and con-vergent validity,and responsiveness was good.Conclusion:The various indicators of the Chinese version GES meet the requirements of psychometrics and can be used in the mental study of adult limb disability rehabilitation patients.
7.Distribution characteristics of infectious respiratory particles in hospital waiting rooms
Haixia ZHANG ; Jianxin MA ; Boyu WAN ; Liyan AI ; Shuyi YANG ; Wenjing LI
Chinese Journal of Infection Control 2025;24(10):1443-1451
Objective To analyze the distribution characteristics of infectious respiratory particles(IRPs)in hospi-tal waiting rooms,and explore the impact of indoor air environmental on the distribution characteristics of bacterial IRPs.Methods In the summer and winter of 2024,nine waiting rooms in non-infectious departments of three ter-tiary hospitals in a district of Beijing were selected for on-site investigation on basic conditions.Concentration and distribution of particle diameter of cultivable bacteria from 36 air specimens collected by the impacting method were analyzed.Cyclone method was employed to collect 36 IRPs specimens.Major respiratory pathogens were analyzed by fluorescence polymerase chain reaction(PCR).Results The median of the total bacterial count in IRPs in the waiting rooms in summer was 1 035 CFU/m3,which was higher than that in winter(295 CFU/m3),with statisti-cally significant difference(P<0.05).The orders of medians of the total bacterial count from IRPs of different types in the waiting rooms in both summer and winter were as follows:emergency department waiting room<re-spiratory department waiting room<pediatric waiting room<general outpatient waiting room.There was no sta-tistically significant difference in the total bacterial count among different waiting rooms(P>0.05).Particle diame-ter of bacterial IRPs in the waiting rooms in summer and winter mainly distributed in the range of<4.7 μm,ac-counting for 73.77%and 69.44%,respectively.The total number of bacteria in IRPs in the waiting rooms was positively correlated with indoor air temperature,relative humidity,PM10,and PM2.5(all P<0.01),while nega-tively correlated with indoor wind speed(all P<0.01).The types of respiratory infectious and non-infectious pathogens detected from IRPs in different types of waiting rooms were different between summer and winter.The pathogens detected in summer were mainly concentrated in respiratory non-infectious pathogens(Escherichia coli,Klebsiella pneumoniae,Staphylococcus aureus).In winter,respiratory infectious pathogens(virus and Mycoplas-ma pneumoniae)were detected.The types of detected pathogens in different types of waiting rooms were different.Non-infectious respiratory pathogens detected from IRPs in winter were mainly Escherichia coli,Klebsiella pneumoniae,and Staphylococcus aureus.Conclusion Particle diameter of bacterial IRPs in the waiting room is mainly<4.7 μm.These particles can enter the lower respiratory tract of human body,and pose potential risk to health.The detection of main infectious and non-infectious respiratory pathogens from IRPs in waiting rooms suggests risk of exposure to infection for patients and healthcare workers.
8.Characteristics of outer membrane vesicles of 1 hypervirulent Klebsiella pneumoniae
Na GUO ; Lifeng WANG ; Xuemei QIU ; Liyan YE ; Jiyong YANG
Chinese Journal of Nosocomiology 2025;35(6):829-833
OBJECTIVE To observe the characteristics of outer membrane vesicles(OMVs)of 1 strain of hypervir-ulent Klebsiella pneumoniae(hvKp)11492.METHODS The hvKp11492,one of major clones of hvKp that were i-solated from patients with bloodstream infection in the First Medical Center of Chinese PLA General Hospital,was chosen as the research subject.The strain was identified by means of matrix-assisted laser desorption/ioniza-tion time of flight mass spectrometry and whole genome sequencing.The hvKp1 1492-OMVs were separated and purified by high speed centrifugation in combination with polymer precipitation,the morphology and particle size of the hvKp11492-OMVs were identified by transmission electron microscopy(TEM)and nanoparticle tracking a-nalysis(NTA),the proteomic characteristics were analyzed through bicinchoninic acid assay(BCA)and liquid chromatography-mass spectrometry(LC-MS)series technique,and the virulence genes were detected by PCR.RESULTS The hvKp11492-OMVs were displayed differently in size,round or oval,and complete double-layer membrane vesicles on TEM.The result of NTA showed that the average particle size of the hvKp1 1492-OMVs was 270 nm.The protein content of hvKp11492-OMVs was(2.448±0.975)μg/μl.The result of subcellular lo-calization indicated that the protein included plasmosin,intracellular membrane protein,periplasmic protein,ex-tracellular membrane protein and nuclear region protein,which were found,by the annotation of GO database,to participate in the biological processes such as oxidation-reduction,interpretation,and metabolism.The hvKp11492-OMVs contained various proteins such as GDP-L-fucose synthetase,iron ion transporter protein and ferritin that were associated with pathogenicity.In addition,the hvKp1 1492-OMVs carried with iutA,iroN,iucA and rmpA virulence genes.CONCLUSIONS The morphologic characteristics,size and proteomic characteris-tics of the hvKp11492-OMVs are identified in the study.It is concluded that the hvKp11492-OMVs carry with va-rious proteins and genes that are association with the virulence and pathogenicity.
9.Multidisciplinary management of a pregnant woman with PAX2 gene variant presenting solitary kidney and chronic kidney disease stage 4: a case report
Xun MAO ; Xiaoling FENG ; Xianli YANG ; Mingfang ZHOU ; Ping YI ; Lili CHENG ; Juan HUANG ; Xin XI ; Liyan WANG ; En TIAN ; Lirong LIN ; Jurong YANG ; Yao FAN ; Lili YU
Chinese Journal of Perinatal Medicine 2025;28(12):1136-1142
Pregnancy with chronic kidney disease (CKD), particularly in stages 4-5, carries high risks of adverse outcomes including maternal renal failure, preeclampsia/eclampsia, fetal growth restriction, and preterm birth. This report described a 26-year-old woman with congenital solitary kidney, polycystic ovaries, and uterine septum due to PAX2 gene variant, complicated by CKD stage 4. Through multidisciplinary team precision management and individualized treatment strategies, including timely initiation of dialysis, the patient successfully maintained pregnancy until 34 +1 weeks and delivered a female infant via cesarean section. This case summarizes key management experiences for end-stage renal disease in pregnancy, highlighting early risk assessment, precise nutritional management, hemodialysis protocol optimization, and the crucial role of multidisciplinary collaboration, providing valuable references for managing CKD-complicated pregnancies.
10.A case of clinical features of discordant lymphoma with MYD88 genetic aberration
Hong ZHOU ; Weiwei ZHAO ; Juan LIU ; Yanming XUE ; Liyan CHEN ; Wenbo YANG ; Wei WANG
Chinese Journal of Laboratory Medicine 2025;48(10):1354-1357
A case of 75-year-old male patient was admitted to the Second Affiliated Hospital of Harbin Medical University on June ,2024 complaining 'repeated cough for half a year', accompanied by night fever, night sweats, fatigue, weight loss. He was initially diagnosed as diffuse large B-cell lymphoma through chest CT and bronchoscopic biopsy, then confirmed as diffuse large B-cell lymphoma with MYD88 genetic aberration with bone marrow inconsistent involvement by PET-CT, bone marrow biopsy, immunohistochemistry(IHC),FISH and other tests. The R-CHOP was given as first-line regimen treatment immediately, but the patient appeared allergyic to Rituximab and Zuberitamab sequencially, therefore we change the plan to CDOP for continued chemotherapy and discharged after remission. In his regular admission, we give G-CHOP regimen for chemotherapy, no adverse reactions were found.

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