1.Clinical effects of endoscopic radiofrequency ablation for patients with advanced cholangiocarcinoma
Liangqi CAO ; Yue LI ; Nan HE ; Zhangjun WEI ; Dawei ZHANG ; Huihong LIANG ; Zili SHAO
Chinese Journal of Digestive Endoscopy 2017;34(11):783-786
Objective To investigate the efficacy and safety of endoscopic radiofrequency ablation on patients with advanced stage unresectable cholangiocarcinoma. Methods Clinical data of 45 cases with unresectable cholangiocarcinoma who underwent endoscopic retrograde cholangiopancreatography from October 2011 to October 2014 were collected. The patients were divided into two groups: the group A included 23 cases undergoing radiofrequency ablation, and the group B included 22 cases without ablation. The occurrence of complications, the postoperative levels of CA19-9 and total bilirubin ( TBIL) in blood plasma, the patency of stents, and survival period were compared between the two groups. Results All of the 45 patients completed treatment, and no perforation, bleeding and bile leakage occurred. In the group A, 2 patients got fever and 5 patients got pancreatitis after operation, and the number in the group B was 3 and 4, respectively. Their symptoms disappeared after suitable treatment. The postoperative pain rate in group A ( 21. 7%, 5/23) was significantly lower than that of group B ( 54. 5%, 12/22,χ2=5. 148, P=0. 023) . At 7th day of post-operation, the levels of CA19-9 in the two groups were 960. 5 ± 362. 7 U/mL and 979. 3 ± 378. 1 U/mL, respectively, and the levels of TBIL were 95. 25±28. 36μmol/L and 98. 75±20. 76μmol/L, respectively, which were not significantly different between the two groups( P>0. 05) , but were significantly decreased compared with the levels of pre-operation ( P<0. 05) . The patency of self-expandable metal stent in group A ( 60. 0%, 6/10) was significantly higher than that of group B ( 10. 0%, 1/10,χ2=5. 495, P=0. 019) 9 months after operation. Kaplan-Meier analysis showed that the median survival time in the two groups had no statistical difference [ 271. 0 days ( 95%CI: 168. 4-373. 4days ) VS 245. 0 days ( 95%CI:200. 3-289. 7 days), χ2=1. 380, P=0. 258]. Conclusion For the patients with advanced unresectable cholangiocarcinoma, endoscopic radiofrequency ablation is able to relieve cancer pain, prolong the patency of stents, and improve the life quality, which deserves clinical applications.
2.Characteristic Analysis of "Imprinting Template" for Pungent Herbs Based on Molecular Connectivity Index and Matching Frequency Total Statistical Moment
Xuebing QIAN ; Liangqi ZHANG ; Yin XIAO ; Hongxin LIU ; Yuanqing SHEN ; Meifeng XIAO ; Fuyuan HE
Chinese Journal of Experimental Traditional Medical Formulae 2023;29(9):218-224
ObjectiveTo analyze the fingerprint of six pungent herbs based on the molecular connectivity index(MCI)and the matching frequency total statistical moment method, and to study the division and integration of the "imprinting template" of their volatile components, so as to find the common "imprinting template" characteristics of the pungent herbs. MethodThe volatile components of six pungent herbs were extracted by steam distillation, and their fingerprints were established by gas chromatography-mass spectrometry(GC-MS) with a programmed temperature increase(80 ℃ for 5 min, 5 ℃·min-1 to 200 ℃ for 5 min, 2 ℃·min-1 to 230 ℃ for 10 min), a splitting ratio of 20∶1, an electron bombardment ion source(EI) and the detection range of m/z 35-650, and the average MCI and total statistical moment parameters of the fingerprints were calculated. Then the matching frequency method was used to classify, integrate and confirm the chromatographic peaks of the fingerprints of six pungent herbs. ResultThe average zero order, first-order and second-order MCI values of the volatile components of Pogostemonis Herba, Artemisiae Argyi Folium, Atractylodis Rhizoma, Asari Radix et Rhizoma, Magnoliae Flos and Schizonepetae Herba were 9.02, 5.28 and 5.05, respectively. The average values of peak number, total zero-order moment, total first-order moment and total second-order moment were 60, 169×107, 22.49 min and 36.82 min2, respectively. The 20 integrated imprinting templates were obtained by the matching frequency method for the six pungent herbs, among which three were common imprinting templates with the retention times of (25.97±0.21),(26.90±0.20),(31.64±1.24) min, respectively, and the representative components were valencene,β-elemene, caryophyllin, etc. ConclusionMCI combined the matching frequency total statistical moment can divide and integrate the characteristics of imprinting templates of six pungent herbs, and find their common chromatographic imprinting characteristics, which can provide a reference for the determination of effective substances of pungent herbs.
3.Comparative study of different large language models and medical professionals of different levels responding to ophthalmology questions
Hui HUANG ; Jinyu HU ; Xiaoyu WANG ; Shuyuan YE ; Shinan WU ; Cheng CHEN ; Liangqi HE ; Yanmei ZENG ; Hong WEI ; Yi SHAO
International Eye Science 2024;24(3):458-462
AIM: To evaluate the performance of three distinct large language models(LLM), including GPT-3.5, GPT-4, and PaLM2, in responding to queries within the field of ophthalmology, and to compare their performance with three different levels of medical professionals: medical undergraduates, master of medicine, and attending physicians.METHODS: A total of 100 ophthalmic multiple-choice tests, which covered ophthalmic basic knowledge, clinical knowledge, ophthalmic examination and diagnostic methods, and treatment for ocular disease, were conducted on three different kinds of LLM and three different levels of medical professionals(9 undergraduates, 6 postgraduates and 3 attending physicians), respectively. The performance of LLM was comprehensively evaluated from the aspects of mean scores, consistency and confidence of response, and it was compared with human.RESULTS: Notably, each LLM surpassed the average performance of undergraduate medical students(GPT-4:56, GPT-3.5:42, PaLM2:47, undergraduate students:40). Specifically, performance of GPT-3.5 and PaLM2 was slightly lower than those of master's students(51), while GPT-4 exhibited a performance comparable to attending physicians(62). Furthermore, GPT-4 showed significantly higher response consistency and self-confidence compared with GPT-3.5 and PaLM2.CONCLUSION: LLM represented by GPT-4 performs well in the field of ophthalmology, and the LLM model can provide clinical decision-making and teaching aids for clinicians and medical education.
4.Network Correlation Analysis Between Components of Shuanghuanglian Injection and Allergy-like Targets
Weilong ZHANG ; Hong HE ; Ru QIAO ; Peng HE ; Wenjiao LI ; Liangqi ZHANG ; Xiaoxuan LIU ; Siqi HUANG ; Xue PAN ; Fuyuan HE
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(19):190-197
ObjectiveBased on the network pharmacology system and quantitative spectroscopy of traditional Chinese medicine(TCM) compounds, a topological network analysis method with equilibrium constant as the core was established to further explore the interaction between allergenic components and their network targets in Shuanghuanglian injection(SHLI), in order to provide new ideas and experimental basis for identifying and screening potential allergens of SHLI. MethodAfter one week of adaptive feeding, 72 SPF-grade SD male rats were randomly divided into blank group, SHLI standard group, Lonicerae Japonicae Flos(LJF) group, Scutellariae Radix(SR) group, Forsythiae Fructus(FF) group, and 7 groups of SHLI matching groups(groups 1-7), with 6 rats in each group. Rats in each group were administered the drug intravenously and blood samples were taken after steady state, high performance liquid chromatography(HPLC) characterization profiles of the testing drugs and plasma components in each group were established, and the peak area changes of the drugs and plasma components in each group were calculated after the component groups were classified. Enzyme-linked immunosorbent assay(ELISA) was used to determine the changes of immunoglobulin E(IgE), histamine(HIS), tryptase(TPS), total complement(CH50) and terminal complement complex(C5b-9) in animal blood samples. MATLAB R2020b v9.9.0 software was used to calculate the network balance constants of the component groups with the targets, and the eigenvalues of the matrices composed of network equilibrium constants were calculated and ranked according to their values. ResultELISA results showed that, compared with the blank group, groups 1-3 could significantly increase the IgE level, groups 1-2, groups 4-6 and SHLI standard group could significantly increase the HIS level, group 4 could significantly increase the CH50 level, groups 1, 3-4, LJF group and FF group could significantly increase the TPS level, SR group could significantly increase the C5b-9 level, and the differences were all statistically significant(P<0.05). According to the retention time of chromatographic peaks, it was classified into 6 component groups from C1 to C6 by HPLC. The order of the network balance constants of each component group was C6>C4>C1>C5>C3>C2, indicating that C6 had the greatest effect on the allergic reaction, and was most likely to be the allergen. The sequence of eigenvalues was C2>C5b-9>C3>C1>CH50>C6>C5>IgE>TPS>C4>HIS, indicating that component group C2 had the greatest contribution to the whole network. ConclusionBased on the correlation analysis of SHLI component group and allergy-like target network, this study clarified that component group C6 may be a potential allergen in SHLI, and the component group C2 may be a key node in the mechanism of drug action, which can provide new strategies and methods for the screening of allergens in TCM injections.