2.Automated syndrome element differentiation in traditional Chinese medicine based on large language models and text embedding computation
Zhaoyang SUN ; Yang WANG ; Mingze MA ; Yanwen CHEN ; Zhenxiu LYU ; Tiantian JIANG ; Huiling WEN ; Bo CHEN ; Jing GUAN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(8):1176-1184
Objective This study aimed to develop an automated method for syndrome element differenti-ation in Traditional Chinese Medicine(TCM).Methods We first constructed and trained an Instruction-tuned Multi-Task TCM text embedding model(Instr-MT-TCM)using four distinct TCM task datasets,including domain knowledge,synonymous terminology,syndrome differentiation and treatment,and TCM case labels.Subsequently,five TCM diagnostics experts holding master's degrees or higher were organized to screen a real-world TCM case dataset and annotate symptoms and signs.The purpose was to evaluate the F1-score of the proposed method—the combination of Instr-MT-TCM and a Large Language Model(LLM)—by comparing its performance against the manual annotation result on the syndrome element differentiation task.Finally,to validate its feasibility in real-world clinical settings,the method was applied to 48 prostate cancer cases to calculate the syndrome element scores.Results The Instr-MT-TCM model showed rapid performance improvement in its early training phase,achieving a Recall@1(R@1)of 0.848.Experts curated a dataset of 1,793 real-world clinical cases,covering 34 common diseases and 66 syndrome patterns.In the syndrome element differentiation task,the collaborative framework of LLM and Instr-MT-TCM achieved a mean F1-score of 0.927,outperforming the 0.512 from manual annota-tion.The syndrome element analysis revealed that the predominant elements of disease nature were fire(heat)and yin deficiency,while the main elements of disease location were bladder and kidney.Conclusion This study proposes and validates a novel method for automated TCM syndrome element dif-ferentiation based on the synergy between LLM and our custom Instr-MT-TCM model.Achieving a high F1-score(0.927)on real-world data,the method demonstrates excellent accuracy and generalization ability.Its application in prostate cancer analysis highlights its significant clinical potential,offering effective technical support,and a new research direction for intelligent TCM syndrome element differentiation.
3.Automated syndrome element differentiation in traditional Chinese medicine based on large language models and text embedding computation
Zhaoyang SUN ; Yang WANG ; Mingze MA ; Yanwen CHEN ; Zhenxiu LYU ; Tiantian JIANG ; Huiling WEN ; Bo CHEN ; Jing GUAN
Journal of Beijing University of Traditional Chinese Medicine 2025;48(8):1176-1184
Objective This study aimed to develop an automated method for syndrome element differenti-ation in Traditional Chinese Medicine(TCM).Methods We first constructed and trained an Instruction-tuned Multi-Task TCM text embedding model(Instr-MT-TCM)using four distinct TCM task datasets,including domain knowledge,synonymous terminology,syndrome differentiation and treatment,and TCM case labels.Subsequently,five TCM diagnostics experts holding master's degrees or higher were organized to screen a real-world TCM case dataset and annotate symptoms and signs.The purpose was to evaluate the F1-score of the proposed method—the combination of Instr-MT-TCM and a Large Language Model(LLM)—by comparing its performance against the manual annotation result on the syndrome element differentiation task.Finally,to validate its feasibility in real-world clinical settings,the method was applied to 48 prostate cancer cases to calculate the syndrome element scores.Results The Instr-MT-TCM model showed rapid performance improvement in its early training phase,achieving a Recall@1(R@1)of 0.848.Experts curated a dataset of 1,793 real-world clinical cases,covering 34 common diseases and 66 syndrome patterns.In the syndrome element differentiation task,the collaborative framework of LLM and Instr-MT-TCM achieved a mean F1-score of 0.927,outperforming the 0.512 from manual annota-tion.The syndrome element analysis revealed that the predominant elements of disease nature were fire(heat)and yin deficiency,while the main elements of disease location were bladder and kidney.Conclusion This study proposes and validates a novel method for automated TCM syndrome element dif-ferentiation based on the synergy between LLM and our custom Instr-MT-TCM model.Achieving a high F1-score(0.927)on real-world data,the method demonstrates excellent accuracy and generalization ability.Its application in prostate cancer analysis highlights its significant clinical potential,offering effective technical support,and a new research direction for intelligent TCM syndrome element differentiation.
4.A longitudinal study on short-term changes in gastrointestinal symptoms and influencing factors in patients undergoing bariatric surgery
Huiling ZHAO ; Lulu WU ; Xiaoman ZHANG ; Xia SUN ; Dan ZHANG ; Yuping LIU
Chinese Journal of Nursing 2025;60(14):1742-1748
Objective To explore the changes and influencing factors in patients' gastrointestinal symptoms and food tolerance before and after laparoscopic sleeve gastrectomy(LSG),and to provide a reference for the development of targeted gastrointestinal symptoms management program.Methods A convenience sampling method was used to select 125 patients who underwent LSG in the bariatric and metabolic surgery department of a tertiary-level hospital in Xuzhou City from June to November 2023 for a prospective observational study.The general information questionnaire,food tolerance questionnaire and Gastrointestinal Symptom Rating Scale(GSRS)were used to investigate at preoperative,3 months after surgery,and 6 months after surgery.Two-factor repeated measures variance analysis and generalized linear mixed model(GLMM)was used to analyze the influencing factors of gastrointestinal symptoms.Results 116 valid questionnaires were collected,and the GSRS scores of LSG patients at 3 time points were 21.67±5.80,23.28±4.33,and 21.22±3.18 respectively;the incidence rates of food intolerance were 0,32.75%,and 28.45%respectively.The patients' symptoms of bowel sounds,dysphagia,constipation,and dry stool were worse after surgery than before surgery(all P<0.05),and the symptoms of bad breath,diarrhea,loose stools,and the need to defecate immediately were alleviated compared with symptoms before surgery(all P<0.05).GLMM results showed that short meal times,poor food tolerance,and high school/technical secondary school education were risk factors for increasing gastrointestinal symptoms(all P<0.05).Conclusion LSG could increase the prevalence of gastrointestinal symptoms such as dysphagia,dyspepsia,constipation and food intolerance.Medical staff should pay attention to the assessment of gastrointestinal symptoms in LSG patients,especially for patients with short meal time and poor food tolerance,strengthen postoperative follow-up,build targeted treatment and care plan,and prevent and reduce such uncomfortable symptoms.
5.Secondary aesthetic restoration of tetracycline-stained teeth with incongruous gingival margins by digitally guided precision crown lengthening: a case report and literature review
LING Huiling ; SUN Jiyu ; REN Wei ; YUE Li ; RUAN Yifeng ; QIN Ziqi ; GAN Xueqi
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(9):784-791
Objective:
To evaluate the clinical efficacy of digitally guided precision crown lengthening in secondary aesthetic rehabilitation cases, and to provide a clinical reference for digitally guided crown lengthening procedures and secondary aesthetic restorations.
Methods:
We present a case of a patient with tetracycline-stained teeth, partial detachment of anterior resin veneers, and gingival margin discrepancies. The patient underwent digitally guided precision crown lengthening followed by secondary aesthetic rehabilitation. Multimodal data, including intraoral, facial, and CBCT scans, were integrated to construct a four-dimensional virtual patient model (incorporating teeth, face, bone, and occlusion) for surgical planning and 3D-printed guide fabrication. Secondary aesthetic restoration was performed after achieving stable post-surgical outcomes. Based on this case, we conducted a detailed analysis and reviewed relevant literature on crown lengthening in secondary aesthetic rehabilitation.
Results:
The gingival contour of the anterior teeth exhibited significant improvement, with enhanced symmetry and stable gingival margin positioning that closely matched the preoperative design. The crown lengthening procedure demonstrated high precision, and the final outcome was aesthetic and functional. Literature review indicated that secondary restorations frequently present challenges such as gingival contour discrepancies and inflammation. Aesthetic crown lengthening in the anterior region should optimize both soft and hard tissue morphology to meet aesthetic standards, with digital technology improving procedural accuracy.
Conclusion
Precision crown lengthening effectively addresses gingival margin discrepancies in secondary aesthetic rehabilitation, ensuring stable gingival positioning and superior aesthetic outcomes. This approach is particularly suitable for cases with high aesthetic demands.
6.A longitudinal study on short-term changes in gastrointestinal symptoms and influencing factors in patients undergoing bariatric surgery
Huiling ZHAO ; Lulu WU ; Xiaoman ZHANG ; Xia SUN ; Dan ZHANG ; Yuping LIU
Chinese Journal of Nursing 2025;60(14):1742-1748
Objective To explore the changes and influencing factors in patients' gastrointestinal symptoms and food tolerance before and after laparoscopic sleeve gastrectomy(LSG),and to provide a reference for the development of targeted gastrointestinal symptoms management program.Methods A convenience sampling method was used to select 125 patients who underwent LSG in the bariatric and metabolic surgery department of a tertiary-level hospital in Xuzhou City from June to November 2023 for a prospective observational study.The general information questionnaire,food tolerance questionnaire and Gastrointestinal Symptom Rating Scale(GSRS)were used to investigate at preoperative,3 months after surgery,and 6 months after surgery.Two-factor repeated measures variance analysis and generalized linear mixed model(GLMM)was used to analyze the influencing factors of gastrointestinal symptoms.Results 116 valid questionnaires were collected,and the GSRS scores of LSG patients at 3 time points were 21.67±5.80,23.28±4.33,and 21.22±3.18 respectively;the incidence rates of food intolerance were 0,32.75%,and 28.45%respectively.The patients' symptoms of bowel sounds,dysphagia,constipation,and dry stool were worse after surgery than before surgery(all P<0.05),and the symptoms of bad breath,diarrhea,loose stools,and the need to defecate immediately were alleviated compared with symptoms before surgery(all P<0.05).GLMM results showed that short meal times,poor food tolerance,and high school/technical secondary school education were risk factors for increasing gastrointestinal symptoms(all P<0.05).Conclusion LSG could increase the prevalence of gastrointestinal symptoms such as dysphagia,dyspepsia,constipation and food intolerance.Medical staff should pay attention to the assessment of gastrointestinal symptoms in LSG patients,especially for patients with short meal time and poor food tolerance,strengthen postoperative follow-up,build targeted treatment and care plan,and prevent and reduce such uncomfortable symptoms.
7.Construction of IDO1 gene knockout THP-1 cell line using CRISPR/Cas9 and its phenotype identification
Xueyin LI ; Chuanxin WU ; Huiling LIU ; Li LI ; Sha CHENG ; Hang SUN
Immunological Journal 2024;40(1):87-95
Tryptophan metabolism plays an important role in immunometabolism in sepsis,and the expression of indoleamine 2,3-dioxygenase 1(IDO1),the key enzyme of tryptophan metabolism,is up-regulated during sepsis.This study was designed to construct IDO1 gene knockout THP-1 cell line using CRISPR/Cas9,and to provide a cell model for studying the role of IDO1 in macrophage function.Three gRNAs were designed for the IDO1 gene,and inserted into YKO-Lentiviral gRNA plasmid respectively to construct IDO1-gRNA recombinant plasmid,which then confirmed by restriction enzyme digestion and sequencing,and packaged as Lenti-IDO1-gRNA lentivirus.THP-1 cells were infected with Cas9 lentivirus to construct a THP-1 Cas9 cell line stably expressing Cas9 protein.Then THP-1 Cas9 cells were infected with the Lenti-IDO1-gRNA lentivirus for IDO1 gene knockout,and the monoclonal cell lines were screened by limited dilution method.The efficiency of IDO1 knockout was identified by T7E1 digestion test,PCR product sequencing and Western blotting.The proliferative activity of THP-1 cells was detected by CCK8 assay;the expression of CD11b,CD68 and CD 14 in THP-1 macrophages were detected by flow cytometry;and the phagocytic function of THP-1 macrophages was detected by neutral phagocytosis test.T7E1 restriction enzyme digestion results showed that all the three gRNAs could effectively edit IDO1 gene,and gRNA2 had the highest editing efficiency.Sequencing of PCR products showed that IDO1 gene was mutated in three THP-1 IDO 1-KO monoclonal cell lines,and Western blot result showed that IDO1 protein was not expressed,suggesting THP-1 IDO1-KO cells were successfully constructed.CCK-8 proliferation assay showed that IDO1 gene knockout could inhibit the proliferation of THP-1 cells.Flow cytometry showed that IDO1 gene knockout down-regulated the expression of CD1 1b and CD68 in THP-1 macrophages,while up-regulated the expression of CD 14.The results of neutral red phagocytosis test showed that IDO1 gene knockout promoted the phagocytosis of macrophages.In conclusion,the IDO1 gene knockout THP-1 cell line has successfully constructed by CRISPR-Cas9,and IDO1 plays an important role in regulating the proliferation activity and differentiation of THP-1 cells,as well as the phagocytic function of THP-1 macrophages.
8.Infection status and molecular types of rhinovirus among cases of acute respiratory tract infections in Luohe City, Henan Province, from 2017 to 2022
Yage WANG ; Baicheng XIA ; Zhibo XIE ; Jin XU ; Yao ZHANG ; Zhibo ZHANG ; Xin SUN ; Haoran WANG ; Huiling WANG ; Zhen KONG ; Jinhua SONG ; Yiding ZHANG ; Yan ZHANG
Chinese Journal of Preventive Medicine 2024;58(4):466-473
Objective:To understand the infection status and molecular types of rhinovirus (RV) among cases of Acute Respiratory Infections (ARIs) in Luohe City, Henan Province, from 2017 to 2022.Methods:From October 2017 to June 2022, clinical and epidemiological data were collected from 2 270 cases of ARIs at Luohe Central Hospital in Henan Province. Throat swab specimens were obtained from these cases. Real-time quantitative polymerase chain reaction (qPCR) was used to screen for RV-positive specimens. Subsequently, the positive samples were subjected to nested reverse transcription polymerase chain reaction (nested RT-PCR) to amplify the full-length VP1 region. Using the MEGA software, along with 169 RV reference strains recommended by the International Committee on Taxonomy of Viruses, a phylogenetic tree was constructed to determine RV types.Results:Among the 2 270 cases of ARIs, there were 1 283 male cases (56.52%). The median age ( Q 1, Q 3) was 3 (1, 6) years, with the population under 5 years old accounting for 68.59% (1 557/2 270). RV was detected in 137 cases (6.04%), of which 68 cases (49.64%) showed co-detection with other viruses, with the most common being co-detection with enterovirus, accounting for 14.60% (20/137). The RV detection rates in the age groups of 0-4 years, 5-14 years, 15-59 years, and≥60 years were 6.42% (100/1 557), 4.69% (21/448), 3.80% (6/158), and 9.35% (10/107), respectively, with no statistically significant differences ( χ2=5.310, P=0.150). The overall detection rates of RV before (2017-2019) and during (2020-2022) the COVID-19 pandemic showed no statistically significant difference ( χ2=1.823, P=0.177). A total of 109 VP1 sequences were obtained, including 62 types. Among them, RV-A, RV-B, and RV-C had 42, 3, and 17 types respectively. Conclusion:RV is one of the predominant pathogens in ARIs cases in Luohe City, Henan Province, from 2017 to 2022. Multiple types of RV co-circulate without any apparent dominant type.
9.Infection status and molecular types of rhinovirus among cases of acute respiratory tract infections in Luohe City, Henan Province, from 2017 to 2022
Yage WANG ; Baicheng XIA ; Zhibo XIE ; Jin XU ; Yao ZHANG ; Zhibo ZHANG ; Xin SUN ; Haoran WANG ; Huiling WANG ; Zhen KONG ; Jinhua SONG ; Yiding ZHANG ; Yan ZHANG
Chinese Journal of Preventive Medicine 2024;58(4):466-473
Objective:To understand the infection status and molecular types of rhinovirus (RV) among cases of Acute Respiratory Infections (ARIs) in Luohe City, Henan Province, from 2017 to 2022.Methods:From October 2017 to June 2022, clinical and epidemiological data were collected from 2 270 cases of ARIs at Luohe Central Hospital in Henan Province. Throat swab specimens were obtained from these cases. Real-time quantitative polymerase chain reaction (qPCR) was used to screen for RV-positive specimens. Subsequently, the positive samples were subjected to nested reverse transcription polymerase chain reaction (nested RT-PCR) to amplify the full-length VP1 region. Using the MEGA software, along with 169 RV reference strains recommended by the International Committee on Taxonomy of Viruses, a phylogenetic tree was constructed to determine RV types.Results:Among the 2 270 cases of ARIs, there were 1 283 male cases (56.52%). The median age ( Q 1, Q 3) was 3 (1, 6) years, with the population under 5 years old accounting for 68.59% (1 557/2 270). RV was detected in 137 cases (6.04%), of which 68 cases (49.64%) showed co-detection with other viruses, with the most common being co-detection with enterovirus, accounting for 14.60% (20/137). The RV detection rates in the age groups of 0-4 years, 5-14 years, 15-59 years, and≥60 years were 6.42% (100/1 557), 4.69% (21/448), 3.80% (6/158), and 9.35% (10/107), respectively, with no statistically significant differences ( χ2=5.310, P=0.150). The overall detection rates of RV before (2017-2019) and during (2020-2022) the COVID-19 pandemic showed no statistically significant difference ( χ2=1.823, P=0.177). A total of 109 VP1 sequences were obtained, including 62 types. Among them, RV-A, RV-B, and RV-C had 42, 3, and 17 types respectively. Conclusion:RV is one of the predominant pathogens in ARIs cases in Luohe City, Henan Province, from 2017 to 2022. Multiple types of RV co-circulate without any apparent dominant type.
10.Effect of ultrasound-guided bilateral posterior laminar block on postoperative analgesia and myocardial protection in patients with heart valve replacement under cardiopulmonary bypass
Dixin WANG ; Huiling CAO ; Yan SUN ; Shaoxing LIU
Chongqing Medicine 2024;53(12):1828-1833
Objective To investigate the effect of ultrasound-guided bilateral retrolaminar block(RLB)on postoperative analgesia and myocardial protection in the patients with heart valve replacement under car-diopulmonary bypass(CPB).Methods A total of 70 patients with scheduled valve replacement under CPB in this hospital from May 2022 to March 2023 were selected as the study subjects and divided into the simple general anesthesia group(group A)and ultrasound-guided bilateral RLB combined general anesthesia group(group B)by the random number table method,35 cases in each group.There was no special treatment in the group A;before anesthesia induction,the group B underwent bilateral RLB under ultrasound guidance through the laminar level of the fourth thoracic vertebra.All patients used the patient-controlled intravenous analgesia(PCIA)pump after surgery.The mean arterial pressure(MAP)and heart rate(HR)of the two groups were recorded before anesthesia induction(T0),during intubation(T1),during sternal incision(T2),before CPB(T3),at 10 min after CPB stop(T4)and at 5 min after surgery(T5).The time of first awakening,extubation time and scores of the Numeric Pain Scale(NRS)in the resting and coughing states after extubation were re-corded in the two groups.The dose of intraoperative sufentanil and the oxycodone dose for remedy analgesia after extubation were recorded in the two groups.The levels of malondialdehyde(MDA),superoxide dis-mutase(SOD),cardiac troponin Ⅰ(cTnⅠ)and creatine kinase isoenzyme(CK-MB)were detected by ELISA at T0,30 min after CPB beginning(T6),30 min after CPB end(T7),postoperative 24 h(T8)and 48 h(T9).The occurrence situation of adverse events such as nausea and vomiting,puncture site infection,local anesthetic poisoning and puncture injury were recorded in the two groups.Results Compared with the group A,MAP and HR at T1,T2 and T3 in the group B were significantly decreased.The time of first awakening and extuba-tion after surgery were advanced.After extubation,the NRS score at rest and cough was significantly reduced;the dosage of sufentanil and oxycodone was reduced;the levels of MDA,cTnⅠ and CK-MB at T6,T7 and T8 were significantly decreased,the SOD level was significantly increased,and the differences were statistically significant(P<0.05).There were no adverse events occurrence such as nausea and vomiting,puncture site in-fection,local anesthetic poisoning and puncture injury in both groups.Conclusion Ultrasound-guided bilateral RLB could stabilize the intraoperative hemodynamics and provide perfect analgesia in the patients with CPB heart valve replacement,meanwhile reduce the stress response and play certain role in myocardial protection.


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