1.Development and application on a full process disease diagnosis and treatment assistance system based on generative artificial intelligence.
Wanjie YANG ; Hao FU ; Xiangfei MENG ; Changsong LI ; Ce YU ; Xinting ZHAO ; Weifeng LI ; Wei ZHAO ; Qi WU ; Zheng CHEN ; Chao CUI ; Song GAO ; Zhen WAN ; Jing HAN ; Weikang ZHAO ; Dong HAN ; Zhongzhuo JIANG ; Weirong XING ; Mou YANG ; Xuan MIAO ; Haibai SUN ; Zhiheng XING ; Junquan ZHANG ; Lixia SHI ; Li ZHANG
Chinese Critical Care Medicine 2025;37(5):477-483
The rapid development of artificial intelligence (AI), especially generative AI (GenAI), has already brought, and will continue to bring, revolutionary changes to our daily production and life, as well as create new opportunities and challenges for diagnostic and therapeutic practices in the medical field. Haihe Hospital of Tianjin University collaborates with the National Supercomputer Center in Tianjin, Tianjin University, and other institutions to carry out research in areas such as smart healthcare, smart services, and smart management. We have conducted research and development of a full-process disease diagnosis and treatment assistance system based on GenAI in the field of smart healthcare. The development of this project is of great significance. The first goal is to upgrade and transform the hospital's information center, organically integrate it with existing information systems, and provide the necessary computing power storage support for intelligent services within the hospital. We have implemented the localized deployment of three models: Tianhe "Tianyuan", WiNGPT, and DeepSeek. The second is to create a digital avatar of the chief physician/chief physician's voice and image by integrating multimodal intelligent interaction technology. With generative intelligence as the core, this solution provides patients with a visual medical interaction solution. The third is to achieve deep adaptation between generative intelligence and the entire process of patient medical treatment. In this project, we have developed assistant tools such as intelligent inquiry, intelligent diagnosis and recognition, intelligent treatment plan generation, and intelligent assisted medical record generation to improve the safety, quality, and efficiency of the diagnosis and treatment process. This study introduces the content of a full-process disease diagnosis and treatment assistance system, aiming to provide references and insights for the digital transformation of the healthcare industry.
Artificial Intelligence
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Humans
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Delivery of Health Care
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Generative Artificial Intelligence
2.Role of Ghrelin in gastric cancer
Weikang LI ; Dongbao LI ; Jiayu REN ; Xiaotong SUN ; Kaipeng DUAN ; Jin ZHOU
Basic & Clinical Medicine 2024;44(10):1460-1464
Ghrelin is a newly discovered gastrointestinal peptide that is involved in regulating the body's growth,development and energy balance,and plays a key role in the occurrence and progression of malignant tumors,such as cell proliferation,migration,invasion,apoptosis,inflammatory response and vascular disease.Generate immune cell infiltration and so on.Ghrelin affects the progression of gastric cancer by activa-ting NF-κB/p65 and AMPK and other signaling pathways.Ghrelin not only assist in early screening of gastric cancer,but also function a new marker for predicting the prognosis and survival of gastric cancer patients.Ghrelin and its analogs have clinical application value in the treatment of gastric cancer-related syndromes such as cachexia or sarcopenia.
3.Mechanism of m6A methylation regulating bone metabolism for prevention and treatment of osteoporosis
Xiangshan CHEN ; Hua LIU ; Weikang SUN ; Huanan LI
Chinese Journal of Tissue Engineering Research 2024;28(28):4572-4577
BACKGROUND:The pathogenesis of osteoporosis is complex,and its essence is the weakening of bone formation and the enhancement of bone absorption caused by various reasons,resulting in the imbalance of bone metabolism.In recent years,N6-methyladenosine has been found(N6-methyladenosine,m6A)methylation can prevent and treat osteoporosis by regulating bone metabolism. OBJECTIVE:Taking the regulation of bone metabolism by m6A methylation as an entry point,to systematically sort out and summarize the research progress of m6A methylation in osteoporosis,so as to provide certain theoretical reference bases for the search of new therapeutic targets for osteoporosis. METHODS:CNKI,WanFang,VIP,PubMed,MEDLINE,Nature,and Cochrane databases were retrieved for relevant literature published from database inception to 2023.The keywords were"osteoporosis,m6A methylation,bone metabolism,bone marrow mesenchymal stem cells,osteoblasts,osteoclasts"in Chinese and English.Duplicates and obsolete non-referenced documents were excluded,and a total of 73 standard papers were included for further review. RESULTS AND CONCLUSION:m6A methylation can affect the activity and differentiation of bone marrow mesenchymal stem cells,osteoblasts,and osteoclasts through various pathways to regulate bone metabolism and prevent osteoporosis.The regulatory process of m6A methylation is extremely complex,and its related proteins play different roles in different cells.Even in the same kind of cells,the same type of proteins may have radically different roles,regulating different physiological and pathological processes.
4.Identification of copper death related subtypes,construction of prognosis model and analysis of immune cell infiltration in osteosarcoma
Zichen SHAO ; Huanan LI ; Xiaoyun ZHANG ; Weikang SUN ; Qipeng YUAN
Chinese Journal of Immunology 2024;40(1):58-66
Objective:To analyze identification of copper death gene related subtypes,construction of prognosis model and influence of immune infiltration in osteosarcoma(OS)on basis of copper death gene.Methods:Survival and prognosis of OS associated copper death gene were analyzed combining by TARGET and GEO database.OS was divided into different subtypes of copper death by consistent clustering method.SSGSEA was used to analyze difference of immune cells in classification of copper death.Setting P value= 0.05 and q value=0.05,GO and KEGG enrichment analysis were performed on differential genes of copper death typing.Prognosis model was constructed according to results of Lasso regression analysis and cross validation,risk assessment analysis and ROC curve were used to evaluate accuracy of model prediction.Combined with clinical characteristics,nomograms were constructed to predict survival time of patients,and risk differences were analyzed.Immune cell infiltration and tumor microenvironment analysis were performed on OS samples."pRRophetic"package in R software was used to analyze drug sensitivity of OS samples.Results:FDX1,GLS,DLAT and PDHB as high-risk genes for OS prognosis were identified.According to copper death classification of OS samples,OS could be divided into two types:CRGclusterA and CRGclusterB.CRGclusterA was associated with Th2 cells,and CRGclusterB was associated with Th1 cells.Most OS copper death genes were highly expressed in CRGclusterA.Immune cell infiltration analysis results showed that γδ T cells,resting mast cells and resting dendritic cells were positively correlated with risk score,while CD8 T cells were negatively correlated with risk score.Drug sensitivity analysis showed that OS showed higher sensitivity to Elesclomol and GW.441756.Conclusion:Two subtypes of CRGclusterA and CRGclusterB are identified in this study.Four high-risk prognostic genes FDX1,GLS,DLAT and PDHB are identified,providing new insights into prognostic evaluation and immunotherapy target candidates for OS.
5.Common pathogenesis of gout and rheumatoid arthritis based on bioinformatics analysis
Zichen SHAO ; Huanan LI ; Xiaoyun ZHANG ; Weikang SUN ; Qipeng YUAN ; Jing LIU ; Ling CHENG
Chinese Journal of Immunology 2024;40(12):2478-2483,中插1-中插2
Objective:To study the common pathogenesis of gout and rheumatoid arthritis(RA)by bioinformatics analysis.Methods:Microarray expression profiles of peripheral blood mononuclear cells in gout and RA were obtained from the GEO public da-tabase.R language and other tools were used to re-annotates the chip,and then the differential genes(DEGs)of the two were screened and the intersection was taken.The protein-protein interaction(PPI)network and topology analysis of common differential genes(CO-DEGs)were constructed by STRING database and Cytoscape software(including CytoNCA plug-in).The HubGene was screened and validated by ROC curve.Finally,the DAVID online analysis tool was used to perform GO and KEGG functional enrichment analysis of HubGene.Results:There were 9 HubGene screened,they were TNF,RGS1,CD69,IL7R,DDX3X,SOCS3,IFIT1,IFIT3,CCL3.GO enrichment showed that HubGene was mainly involves the regulation of virus,STAT receptor signaling pathway and positive regu-lation of neuroinflammatory response.KEGG enrichment showed that HubGene was mainly involved in Toll like receptor signaling pathway,TNF signaling pathway,JAK-STAT signaling pathway,adipocytokine signaling pathway,RIG-Ⅰ-like receptor signaling pathway and osteoclast differentiation.Conclusion:Using bioinformatics analysis,nine HubGene and related signaling pathways in-volved in the pathogenesis of gout and RA have been identified,which may serve as novel biomarkers and potential targets.
6.Efficacy analysis of laparoscopic proximal gastrectomy with single-flap esophagogastrostomy in 7 cases of early gastric cancer
Kaipeng DUAN ; Dongbao LI ; Weikang LI ; Xiaotong SUN ; Lixing GU ; Pengbo WANG ; Jin ZHOU
Chinese Journal of General Surgery 2024;33(10):1633-1641
Background and Aims:In recent years,function-preserving proximal gastrectomy with reconstruction has become an important approach for the treatment of early gastric cancer.However,there is no standardized surgical technique,and the short-and long-term outcomes of various new procedures remain unclear.This study was performed to evaluate the safety and short-term efficacy of laparoscopic proximal gastrectomy plus esophagogastrostomy with single-flap technique for early gastric cancer. Methods:The clinical data and follow-up records of 7 patients who underwent laparoscopic proximal gastrectomy with single-flap esophagogastrostomy in the First Affiliated Hospital of Soochow University between December 2021 and December 2022 were retrospectively analyzed.Perioperative safety,postoperative reflux,anastomotic stricture at 6 months,and related nutritional parameters were assessed.The nutrition-related indicators of this group of patients were compared with those of 11 patients who underwent total gastrectomy with Roux-en-Y anastomosis for early gastric cancer during the same period. Results:All 7 patients successfully underwent laparoscopic proximal gastrectomy with single-flap esophagogastrostomy.The average operative time was(212.9±20.6)min,with anastomosis taking(54.7±10.5)min;the mean intraoperative blood loss was(28.6±9.0)mL.No Clavien-Dindo grade Ⅲ or higher complications were observed during hospitalization.None of the patients experienced significant reflux symptoms,although 1 patient developed anastomotic stricture 3 months after operation.There were no statistically significant differences in hemoglobin concentration,albumin level,prealbumin level,total protein concentration,and lymphocyte count between preoperative and 6-month postoperative measurements(all P>0.05).Compared to patients who underwent total gastrectomy with Roux-en-Y anastomosis,those who had the proximal gastrectomy with single-flap esophagogastrostomy showed a lower percentage decrease in body weight,skeletal muscle area at the third lumbar vertebra(L3),visceral fat area at L3,and hemoglobin concentration at 1 year after operation(all P<0.05). Conclusion:Laparoscopic proximal gastrectomy with single-flap esophagogastrostomy is a safe and feasible surgical option for early gastric cancer,offering effective anti-reflux outcomes while minimizing the risk of anastomotic stricture.This procedure has a lower impact on postoperative nutritional status compared to total gastrectomy.
7.Plasma ghrelin concentration on postoperative complications and nutritional status in patients with gastric cancer
Weikang LI ; Kaipeng DUAN ; Dongbao LI ; Jiayu REN ; Xiaotong SUN ; Lixing GU ; Jin ZHOU
Chinese Journal of General Surgery 2024;39(8):615-619
Objective:To investigate the impact of neuroendocrine function on postoperative complications and nutritional status in gastric cancer patients.Methods:Clinical data of 102 gastric cancer patients who underwent radical gastrectomy at the Department of General Surgery, First Affiliated Hospital of Soochow University, from Aug 2021 to Jun 2022 were retrospectively analyzed.Results:Among the 102 gastric cancer patients, 18 (17.6%) suffered from postoperative complications. Univariate analysis indicated that age, BMI, preoperative plasma ghrelin concentration, and preoperative hemoglobin levels were associated with early postoperative complications following radical gastrectomy. Multivariate analysis revealed that age, BMI, and preoperative plasma ghrelin concentration ( P<0.05) were independent risk factors for postoperative complications in gastric cancer patients. Differential analysis of ghrelin concentration demonstrated correlations with hemoglobin levels, skeletal muscle index, albumin, and creatinine, and a positive correlation with the skeletal muscle index. Conclusions:Reduced preoperative neuroendocrine hormone ghrelin concentration is an independent risk factor for postoperative complications in gastric cancer patients. Ghrelin concentration is correlated with the skeletal muscle index in these patients.
8.Application effect of integrated graded diagnosis and treatment and rescue mode based on circulation respiration abdomen motor speech score in patients with multiple trauma
Jianhua SUN ; Weikang JIANG ; Guozhi WANG ; Liwen SHEN
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2024;31(5):583-587
Objective To explore the application of the integrated graded diagnosis,treatment and ambulance model based on circulation respiration abdomen motor speech (CRAMS) score in patients with multiple traumas. Methods From March 2023 to March 2024,160 patients with multiple traumas admitted to the department of emergency of Shanghai Sixth People's Hospital were selected as the research subjects. Based on a random number table,the patients were divided into an observation group and a control group,with 80 patients in each group. And the control group received routine emergency treatment,while the observation group was assessed by the intervention team using the CRAMS scoring scale to evaluate the condition,and then implemented an integrated graded diagnosis and treatment model based on the assessment results. The specific measures were as follows:establish an intervention team composed of 1 attending doctor from the emergency resuscitation room,1 head nurse specializing in trauma care,and 3 trauma specialty nurses. The attending doctor was responsible for diagnosing and treating the patient's condition;the head nurse specializes in assessing the patient using the CRAMS scoring scale;the trauma specialty nurses were tasked with implementing interventions for the patient. The CRAMS score,injuy seveity scoe (ISS),triage time,waiting time for treatment,treatment time,complication rate,and patient satisfaction rate were compared between the two groups before and after the intervention. Results There were no significant differences in CRAMS scores and ISS scores between the two groups before intervention. After intervention,the CRAMS score of the observation group was significantly higher than that of the control group (8.85±0.89 vs. 7.52±1.02,P<0.05),while the ISS score was significantly lower than that of the control group (15.98±2.98 vs. 20.77±3.02,P<0.05). The triage time,waiting time for treatment,and treatment time of the observation group were significantly shorter than those of the control group[triage time (minutes):3.25±0.62 vs. 5.89±1.02,waiting time for treatment (minutes):3.02±0.45 vs. 5.78±0.98,treatment time (minutes):45.85±5.23 vs. 65.22±6.41,all P<0.05]. Complication incidence of the observation group was significantly lower than that of the control group[3.75% (3/80) vs. 12.50% (10/80),P<0.05],while the satisfaction rate of the observation group was significantly higher than that of the control[93.75% (75/80) vs. 77.50% (62/80),P<005]. Conclusion The integrated graded diagnosis and rescue model based on CRAMS scores can improve the treatment efficiency of multiple trauma patients,improve their condition and prognosis,and enhance their satisfaction with treatment.
9.Application effect of integrated graded diagnosis and treatment and rescue mode based on circulation respiration abdomen motor speech score in patients with multiple trauma
Jianhua SUN ; Weikang JIANG ; Guozhi WANG ; Liwen SHEN
Chinese Journal of Integrated Traditional and Western Medicine in Intensive and Critical Care 2024;31(5):583-587
Objective To explore the application of the integrated graded diagnosis,treatment and ambulance model based on circulation respiration abdomen motor speech (CRAMS) score in patients with multiple traumas. Methods From March 2023 to March 2024,160 patients with multiple traumas admitted to the department of emergency of Shanghai Sixth People's Hospital were selected as the research subjects. Based on a random number table,the patients were divided into an observation group and a control group,with 80 patients in each group. And the control group received routine emergency treatment,while the observation group was assessed by the intervention team using the CRAMS scoring scale to evaluate the condition,and then implemented an integrated graded diagnosis and treatment model based on the assessment results. The specific measures were as follows:establish an intervention team composed of 1 attending doctor from the emergency resuscitation room,1 head nurse specializing in trauma care,and 3 trauma specialty nurses. The attending doctor was responsible for diagnosing and treating the patient's condition;the head nurse specializes in assessing the patient using the CRAMS scoring scale;the trauma specialty nurses were tasked with implementing interventions for the patient. The CRAMS score,injuy seveity scoe (ISS),triage time,waiting time for treatment,treatment time,complication rate,and patient satisfaction rate were compared between the two groups before and after the intervention. Results There were no significant differences in CRAMS scores and ISS scores between the two groups before intervention. After intervention,the CRAMS score of the observation group was significantly higher than that of the control group (8.85±0.89 vs. 7.52±1.02,P<0.05),while the ISS score was significantly lower than that of the control group (15.98±2.98 vs. 20.77±3.02,P<0.05). The triage time,waiting time for treatment,and treatment time of the observation group were significantly shorter than those of the control group[triage time (minutes):3.25±0.62 vs. 5.89±1.02,waiting time for treatment (minutes):3.02±0.45 vs. 5.78±0.98,treatment time (minutes):45.85±5.23 vs. 65.22±6.41,all P<0.05]. Complication incidence of the observation group was significantly lower than that of the control group[3.75% (3/80) vs. 12.50% (10/80),P<0.05],while the satisfaction rate of the observation group was significantly higher than that of the control[93.75% (75/80) vs. 77.50% (62/80),P<005]. Conclusion The integrated graded diagnosis and rescue model based on CRAMS scores can improve the treatment efficiency of multiple trauma patients,improve their condition and prognosis,and enhance their satisfaction with treatment.
10.Molecular mechanism of Danggui Niantong Decoction in the treatment of gouty arthritis based on network pharmacology and molecular docking
Zichen SHAO ; Huanan LI ; Xiaoyun ZHANG ; Weikang SUN ; Yongqian LIU ; Bin GAN
International Journal of Traditional Chinese Medicine 2023;45(1):74-80
Objective:To explore the molecular mechanism of Danggui Niantong Decoction in the treatment of gouty arthritis (GA) based on network pharmacology and molecular docking.Methods:By selecting for the active components and targets of Danggui Niantong Decoction with TCMSP, and retrieving the GeneCards, OMIM, PharmGKB and DrugBank databases to obtain GA related targets. The potential targets of Danggui Niantong Decoction in the treatment of GA were obtained by the intersection of mappings. The regulation network of Chinese medicine compound and protein-protein interaction network of Danggui Niantong Decoction were constructed by Cytoscape software, and the targets of Danggui Niantong Decoction in the treatment of GA were analyzed by GO and KEGG enrichment by David Database. Finally, molecular docking was performed by using Autodock software.Results:There are 198 active components that could treat GA in Danggui Niantong Decoction. The key active components are Quercetin and Kaempferol. There are 46 key targets, the core targets are NFE2L2, HMOX1, PPARA, PTGS2, IL1β, CXCL8. GO enrichment suggests that the key genes are primarily involved in many biological processes such as Inflammatory response regulation, response to oxidative stress, Fatty acid metabolism process, steroid metabolism, lipopolysaccharide response and reactive oxygen species metabolism. KEGG pathway indicates that Danggui Niantong Decoction mainly acted on IL-17 signal pathway, HIF-1 signal pathway, TNF signal pathway and AGE-RAGE signal pathway. Molecular docking shows that the active components of Danggui Niantong Decoction and action target of GA can combine toghether with high efficiency, and the structure is stable.Conclusion:Danggui Niantong Decoction has multi-component, multi pathway and multi-protein characteristics. Danggui Niantong Decoction can treat GA by regulating immune inflammatory reaction and oxidative stress reaction.

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