1.Risk factors analysis and prediction model construction of SGLT2 inhibitor-associated euglycemic diabetic ketoacidosis
Wenhui HUANG ; Xiufen CHEN ; Jianming CHEN ; Yana HONG ; Jingjing CAI ; Jinshan CHEN
Journal of Pharmaceutical Practice and Service 2026;44(5):247-252
Objective To explore risk factors of sodium-dependent glucose transporters 2 (SGLT2) inhibitor-associated euglycemic diabetic ketoacidosis (euDKA) and to construct a risk prediction model. Methods A retrospective analysis was performed on the clinical data of type 2 diabetes patients treated with SGLT2 inhibitors in Dongnan Hospital of Xiamen University from January 2020 to December 2023, including age, gender and course of diabetes. The risk factors of SGLT2 inhibitor-associated euDKA were analyzed by univariate analysis and multivariate Logistic regression, and a prediction model was established. According to the receiver's operating characteristic (ROC) curve, the area under the curve (AUC) and the optimal critical value of the prediction model were determined. The prediction model was subjected to both internal and external validation. Results A total of 119 patients with type 2 diabetes treated with SGLT2 inhibitors were included in this study. Among them, there were 98 cases without euDKA (non-euDKA group)and 21 cases with euDKA (euDKA group). Multivariate Logistic regression analysis showed the DKA history (OR=114.153), appetite or diet decreased three days before admission (OR=21.774), elevated neutrophil count (OR=2.056) and pre-hospital adjustment of hypoglycemic agents (OR=45.745) were independent factors to increase risks of euDKA associated with SGLT2 inhibitors (P<0.05). Surgical history before admission was an independent factor to reduce this risk (OR=0.007, P<0.05). By establishing the calculation formula of the prediction model = neutrophil count+6.571 (DKA history)−6.874 (surgical history before admission)+4.273 (appetite or diet decreased three days before admission)+5.302 (pre-hospital adjustment of hypoglycemic drugs), the ROC curve was drawn. The AUC of the ROC of the prediction model was 0.982 (95%CI: 0.961-1.000, P<0.001), with accuracy of 94.96%, sensitivity of 0.905, specificity of 0.959 and a critical value of 7.405. The AUC of ROC curve after the model’s ten-fold cross validation was 0.930. And the accuracy of the external validation of the prediction model was 85.29%. Conclusion The DKA history, appetite or diet decreased three days before admission, elevated neutrophil count and pre-hospital adjustment of hypoglycemic agents increased the risk of SGLT2 inhibitor-associated euDKA, while the surgical history before admission reduced this risk. The risk prediction model constructed on this basis could better predict the risk of SGLT2 inhibitor-associated euDKA.
2.Exploration of Heat Clearing Herbs with Anti-inflammatory and Anti-tumor Effects Based on the Traditional Chinese Medicine Pathogenic Factors of Pancreatitis-induced Pancreatic Ductal Adenocarcinoma
Yana BAO ; Xiaonan ZHANG ; Xi GUAN ; Liang ZHAO ; Yuying CUI ; Yu WU ; Dong SHANG ; Hong XIANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(1):161-167
Background When discussing the new concept of"pancreas spleen integration"in the early stage,we proposed that dampness heat stagnation in the spleen and deficiency due to stagnation are the traditional Chinese medicine(TCM)pathogenesis elements of pancreatitis-induced pancreatic ductal adenocarcinoma,among which dampness heat is the soil of pancreatitis deteriorates into pancreatic cancer.Objective Based on the TCM pathogenesis elements of pancreatitis to cancer with"damp heat"as the main factor,data mining technology was used to analyze the properties,channel conversion and active ingredients of heat-clearing Chinese medicines with anti-inflammatory and anti-tumor effects,and to summarize the drug characteristics of these Chinese medicines.To prospectively predict the use of drugs in the transformation process of pancreatitis to pancreatic cancer.Methods Taking Traditional Chinese Medicine(10th Edition of China Traditional Chinese Medicine Press)as the drug data source,66 heat-clearing herbs were searched in the literature database of CNKI and PubMed of inflammation * TCM or(inflammation+tumor)* TCM.The active ingredients were analyzed in the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP).Results Among the 66 heat-clearing drugs(excluding adjunct drugs),58 herbs had anti-inflammatory effects,53 herbs had anti-tumor effects,and 48 herbs had both anti-inflammatory and anti-tumor effects.The three groups of drugs were mainly bitter,sweet and pungent in five flavors,and were mainly liver,stomach,lung,heart and large intestine in meridian affinity.Five flavors and meridian affinity were highly similar.In the TCMSP,the"five principles of drug class"were used to screen the active ingredients of anti-inflammatory and anti-tumor drugs.A total of 1041 active ingredient data were screened,and 798 active ingredient data were screened after duplicate items were deleted.Top three active ingredients were Luteolin,Kaempferol and Acacetin.Conclusion Based on the analysis of five flavors,meridian affinity and active ingredients of heat-clearing medicine,this study found that the anti-inflammatory and anti-tumor effects of these Chinese herbs are highly overlapping,it has important guiding significance for the drug research and clinical prescription of pancreatitis-induced pancreatic ductal adenocarcinoma.
3.Exploration of Heat Clearing Herbs with Anti-inflammatory and Anti-tumor Effects Based on the Traditional Chinese Medicine Pathogenic Factors of Pancreatitis-induced Pancreatic Ductal Adenocarcinoma
Yana BAO ; Xiaonan ZHANG ; Xi GUAN ; Liang ZHAO ; Yuying CUI ; Yu WU ; Dong SHANG ; Hong XIANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(1):161-167
Background When discussing the new concept of"pancreas spleen integration"in the early stage,we proposed that dampness heat stagnation in the spleen and deficiency due to stagnation are the traditional Chinese medicine(TCM)pathogenesis elements of pancreatitis-induced pancreatic ductal adenocarcinoma,among which dampness heat is the soil of pancreatitis deteriorates into pancreatic cancer.Objective Based on the TCM pathogenesis elements of pancreatitis to cancer with"damp heat"as the main factor,data mining technology was used to analyze the properties,channel conversion and active ingredients of heat-clearing Chinese medicines with anti-inflammatory and anti-tumor effects,and to summarize the drug characteristics of these Chinese medicines.To prospectively predict the use of drugs in the transformation process of pancreatitis to pancreatic cancer.Methods Taking Traditional Chinese Medicine(10th Edition of China Traditional Chinese Medicine Press)as the drug data source,66 heat-clearing herbs were searched in the literature database of CNKI and PubMed of inflammation * TCM or(inflammation+tumor)* TCM.The active ingredients were analyzed in the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform(TCMSP).Results Among the 66 heat-clearing drugs(excluding adjunct drugs),58 herbs had anti-inflammatory effects,53 herbs had anti-tumor effects,and 48 herbs had both anti-inflammatory and anti-tumor effects.The three groups of drugs were mainly bitter,sweet and pungent in five flavors,and were mainly liver,stomach,lung,heart and large intestine in meridian affinity.Five flavors and meridian affinity were highly similar.In the TCMSP,the"five principles of drug class"were used to screen the active ingredients of anti-inflammatory and anti-tumor drugs.A total of 1041 active ingredient data were screened,and 798 active ingredient data were screened after duplicate items were deleted.Top three active ingredients were Luteolin,Kaempferol and Acacetin.Conclusion Based on the analysis of five flavors,meridian affinity and active ingredients of heat-clearing medicine,this study found that the anti-inflammatory and anti-tumor effects of these Chinese herbs are highly overlapping,it has important guiding significance for the drug research and clinical prescription of pancreatitis-induced pancreatic ductal adenocarcinoma.
4.Priority setting in scaled-up cancer screening in China: an systematic review of economic evaluation evidences
Jufang SHI ; Ayan MAO ; Yana BAI ; Guoxiang LIU ; Chengcheng LIU ; Hong WANG ; Maomao CAO ; Hao FENG ; Le WANG ; Fangzhou BAI ; Huiyao HUANG ; Huijun BAI ; Juan ZHU ; Xinxin YAN ; Juan ZHANG ; Jiansong REN ; Ni LI ; Min DAI ; Wanqing CHEN
Chinese Journal of Preventive Medicine 2020;54(3):306-313
Objective:The existed economic evaluations of cancer screening in Chinese population are almost all single-cancer focused, evidence on parallel comparison among multiple cancers is lacking. Thus, the aim of this study was, from a priority setting perspective, to compare the cost-effectiveness of six common cancers(colorectal cancer, breast cancer, liver cancer, lung cancer, esophageal cancer and stomach cancer) to facilitate policy making in future scaled-up screening in populations in China.Methods:Partially based on our previous single-cancer systematic reviews (colorectal cancer, breast cancer, liver cancer, and lung cancer), evidence of economic evaluations of cancer screening in populations in mainland China were systematically updated and integrated. The main updates include: 1) Stomach cancer and esophageal cancer were newly added to the current analysis. 2) The literature searching was extended to 8 literature databases, including PubMed, EMbase, The Cochrane Library, Web of Science, CBM, CNKI, Wanfang Data, and VIP. 3) The period of publication year was updated to the recent 10 years: January 1, 2009 to December 31, 2018. 4) The study focused on populations in mainland China. Following the standard processes of literature searching, inclusion and exclusion from previous systematic reviews, the basic characteristics, evaluation indicators and main results of the included studies were extracted. All the costs were discounted to 2017 value using the by-year consumer price index of medical and health care residents in China and presented in the Chinese Yuan (CNY). The ratios of incremental cost-effectiveness ratio (ICER) to China′s per capita GDP in 2017 were calculated (<1 means very cost-effective, 1-3 means cost-effective, >3 means not cost-effective). Given a specific indicator, the median value among all reported screening strategies for each cancer was calculated, based on which priority ranking was then conducted among all cancers when data available.Results:A total of 45 studies were included, 22 for breast cancer, 12 for colorectal cancer, 6 for stomach cancer, 4 for esophageal cancer (all conducted in high-risk areas), 1 for liver cancer and none for lung cancer (was not then considered for next ranking due to limited numbers of studies). When based on the indicator, the median ratio of cost per life-year saved to China′s per capita GDP (reported in 12 studies), the lowest ratio (-0.015) was observed in esophageal cancer among 16 strategies of 2 studies ( N=2, n=16), followed by 0.297 for colorectal cancer ( N=3, n=12), 0.356 for stomach cancer ( N=1, n=4) and 0.896 for breast cancer ( N=6, n=52, P75=3.602). When based on another commonly used ICER indicator, the median ratio of cost per quality-adjusted life-year gained to China′s per capita GDP (reported in 13 studies), the least cost was found in stomach cancer (0.495, N=3, n=8, P75=3.126), followed by esophageal cancer (0.960, N=1, n=4, P75=1.762) and breast cancer (2.056, N=9, n=64, P75=4.217). Data was not found for colorectal cancer. In addition, cost per cancer case detected was the most adopted indicator (32 studies). The median cost among all screening strategies for each cancer was 14 759 CNY for stomach cancer ( N=5, n=7), 49 680 CNY for colorectal cancer ( N=12, n=25) and 171 930 CNY for breast cancer ( N=13, n=24), respectively. Data was not available for esophageal cancer and rare for precancer cases detected. Evidence related to cost per disability-adjusted life-year gained was not available. Conclusions:At China′s national level and limited to the six cancers covered by the current study, the preliminary analysis suggests that stomach cancer and colorectal cancer were the most cost-effective target cancers and could be given priority in the future scaled-up screening in general populations. Esophageal cancer screening should be prioritized in high-risk areas. Breast cancer was also cost-effective in general but some of the intensive screening strategies were marginal. Data on liver cancer and lung cancer were too limited to conclude, and more well-designed studies and high-quality research evidence should be required. This priority ranking might be changed if other common cancers were involved analyses.
5.Priority setting in scaled-up cancer screening in China: an systematic review of economic evaluation evidences
Jufang SHI ; Ayan MAO ; Yana BAI ; Guoxiang LIU ; Chengcheng LIU ; Hong WANG ; Maomao CAO ; Hao FENG ; Le WANG ; Fangzhou BAI ; Huiyao HUANG ; Huijun BAI ; Juan ZHU ; Xinxin YAN ; Juan ZHANG ; Jiansong REN ; Ni LI ; Min DAI ; Wanqing CHEN
Chinese Journal of Preventive Medicine 2020;54(3):306-313
Objective:The existed economic evaluations of cancer screening in Chinese population are almost all single-cancer focused, evidence on parallel comparison among multiple cancers is lacking. Thus, the aim of this study was, from a priority setting perspective, to compare the cost-effectiveness of six common cancers(colorectal cancer, breast cancer, liver cancer, lung cancer, esophageal cancer and stomach cancer) to facilitate policy making in future scaled-up screening in populations in China.Methods:Partially based on our previous single-cancer systematic reviews (colorectal cancer, breast cancer, liver cancer, and lung cancer), evidence of economic evaluations of cancer screening in populations in mainland China were systematically updated and integrated. The main updates include: 1) Stomach cancer and esophageal cancer were newly added to the current analysis. 2) The literature searching was extended to 8 literature databases, including PubMed, EMbase, The Cochrane Library, Web of Science, CBM, CNKI, Wanfang Data, and VIP. 3) The period of publication year was updated to the recent 10 years: January 1, 2009 to December 31, 2018. 4) The study focused on populations in mainland China. Following the standard processes of literature searching, inclusion and exclusion from previous systematic reviews, the basic characteristics, evaluation indicators and main results of the included studies were extracted. All the costs were discounted to 2017 value using the by-year consumer price index of medical and health care residents in China and presented in the Chinese Yuan (CNY). The ratios of incremental cost-effectiveness ratio (ICER) to China′s per capita GDP in 2017 were calculated (<1 means very cost-effective, 1-3 means cost-effective, >3 means not cost-effective). Given a specific indicator, the median value among all reported screening strategies for each cancer was calculated, based on which priority ranking was then conducted among all cancers when data available.Results:A total of 45 studies were included, 22 for breast cancer, 12 for colorectal cancer, 6 for stomach cancer, 4 for esophageal cancer (all conducted in high-risk areas), 1 for liver cancer and none for lung cancer (was not then considered for next ranking due to limited numbers of studies). When based on the indicator, the median ratio of cost per life-year saved to China′s per capita GDP (reported in 12 studies), the lowest ratio (-0.015) was observed in esophageal cancer among 16 strategies of 2 studies ( N=2, n=16), followed by 0.297 for colorectal cancer ( N=3, n=12), 0.356 for stomach cancer ( N=1, n=4) and 0.896 for breast cancer ( N=6, n=52, P75=3.602). When based on another commonly used ICER indicator, the median ratio of cost per quality-adjusted life-year gained to China′s per capita GDP (reported in 13 studies), the least cost was found in stomach cancer (0.495, N=3, n=8, P75=3.126), followed by esophageal cancer (0.960, N=1, n=4, P75=1.762) and breast cancer (2.056, N=9, n=64, P75=4.217). Data was not found for colorectal cancer. In addition, cost per cancer case detected was the most adopted indicator (32 studies). The median cost among all screening strategies for each cancer was 14 759 CNY for stomach cancer ( N=5, n=7), 49 680 CNY for colorectal cancer ( N=12, n=25) and 171 930 CNY for breast cancer ( N=13, n=24), respectively. Data was not available for esophageal cancer and rare for precancer cases detected. Evidence related to cost per disability-adjusted life-year gained was not available. Conclusions:At China′s national level and limited to the six cancers covered by the current study, the preliminary analysis suggests that stomach cancer and colorectal cancer were the most cost-effective target cancers and could be given priority in the future scaled-up screening in general populations. Esophageal cancer screening should be prioritized in high-risk areas. Breast cancer was also cost-effective in general but some of the intensive screening strategies were marginal. Data on liver cancer and lung cancer were too limited to conclude, and more well-designed studies and high-quality research evidence should be required. This priority ranking might be changed if other common cancers were involved analyses.
6.Sleep-regulating technique of low resistance thought imprint psychotherapy for insomnia
Lan HONG ; Guixia LI ; Qian DIAO ; Yana WANG ; Weidong WANG
International Journal of Traditional Chinese Medicine 2015;(2):109-113
Objective To evaluate the efficacy of sleep-regulating technique of low resistance thought imprint psychotherapy (TIP3-2) for insomnia. Methods A total of 120 patients with insomnia were enrolled and randomly allocated to either a treatment group (60 patients) or a control group (30 patients). The patients in the treatment group and the control group were treated by TIP3-2 and zopiclone for 4 weeks, respectively. The therapeutic effect was evaluated using the Pittsburgh Sleep Quality Index (PSQI), polysomnography and the self-made sleep confidence scale. Results A total of 79 patients in the treatment group and 28 patients in the control group completed treatment. PSQI scores showed that overall sleep quality (1.3 ± 0.65 vs. 1.8 ± 0.50;t=6.378, P=0.000), daytime function (1.5 ± 0.89 vs. 2.1 ± 0.66;t=13.624, P=0.000) and total score (9.6 ± 3.35 vs. 12.4 ± 2.83;t=22.124, P=0.000) in the treatment group were significantly improved compared with the control group. Polysomnography showed significant difference between two groups in the times of awakening (3.4 ± 2.49 vs. 4.2 ± 4.02;t=4.196, P=0.043), and the percentages of sleep stages 1 and 2 (stage 1:35.0%± 19.42%vs. 43.0%± 23.31%, t=4.593, P=0.034;stage 2:40.3%± 16.47%vs. 34.9%± 16.57%, t=4.255, P=0.042). The total score of the sleep confidence scale in the treatment group showed a significantly improvement compared with the control group (8.6 ± 5.85 vs. 12.8 ± 3.84, t=11.346, P=0.001). Conclusion TIP3-2 can improve sleep confidence, have certain efficacy for insomnia, and may be superior to zopiclone.
7.Shallow discussion the resistance problems in Chinese psychotherapy
Yana WANG ; Yingna LIN ; Fang WANG ; Lan HONG ; Weidong WANG
International Journal of Traditional Chinese Medicine 2014;36(3):193-196
Objective To discuss the resistance problems in Chinese psychotherapy.Methods The western psychology research literature was combined with the application of thought imprint psychotherapy under lower resistance(TIP) in Chinese psychotherapy clinical experience.Results The problems of resistance encountered in the process of psychological treatment were influenced by Chinese traditional culture,which were different from western psychology on causes,classification,performance and handling.Conclusion Respecting Chinese traditional culture,seizing the psychological characteristics of Chinese people and exerting the advantages of TCM psychology were keys of knowing the resistance problems in Chinese psychotherapy.
8.Thought imprint psychotherapy under lower resistance (TIP) techniques used during the hypnotics reduction procedure
Fang WANG ; Yana WANG ; Guixia LI ; Lan HONG ; Weidong WANG
International Journal of Traditional Chinese Medicine 2013;35(11):978-981
Many patients suffering from insomnia,especially chronic insomnia are treated by hypnotics.While taking hypnotics for long time will lead to drug dependence.How to fulfill gradual reduction of hypnotics has become one of the big problems doctor meet clinically.Drug dependence can be classified into two aspects.One is psychological,the other is pathological.Psychological treatment has advantage in the procedure of reducing drug.Thought imprint psychotherapy under lower resistance (TIP) which combines traditional Qigong,relaxation and cognitive-behavioral therapy of modern clinical psychology is a psychotherapy fit for Chinese.TIP techniques used during reduction procedure of hypnotics have been improved.

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