1.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.
2.Study of brain regions of normal tension glaucoma patients by functional con-nectivity technology in resting-state functional magnetic resonance imaging based on V1 region seed point
Miaomiao ZANG ; Caimei FAN ; Jian JIANG ; Yi SHAO ; Lijun WANG ; Luyao ZENG ; Cheng YI ; Tianshuo WU ; Hanlin LI
Recent Advances in Ophthalmology 2024;44(2):112-117
Objective To study the brain functional connectivity(FC)changes in patients with normal tension glau-coma(NTG)and healthy volunteers using FC technique of resting-state functional magnetic resonance imaging(rs-fMRI)based on V1 region seed point(ROI),so as to explore the pathogenesis and early diagnosis of NTG.Methods Fourteen NTG patients(NTG group)who met the inclusion criteria and 14 healthy controls(HCs group)were enrolled.The clinical data of all subjects were collected,and rs-fMRI was performed in both groups.The magnetic resonance data was pre-pro-cessed by software,and bilateral A1 regions were taken as the ROI to analyze their correction with the whole brain voxel time series and obtain the FC value between the ROI and the whole brain by comparison of FC values in resting state be-tween the groups.Pearson correlation analysis was used to explore the relationship between FC value in the brain regions with significant differences with the ROI and clinical variables in the NTG group.Results Compared with the subjects in the HCs group,there were no statistically significant differences in age,gender,body weight,cup-disc ratio and 24 h mean intraocular pressure of patients in the NTG group(all P>0.05),and there were statistically significant differences in the best corrected visual acuity(BCVA)of both eyes and peripapillary retinal nerve fiber layer thickness(RNFLT)(all P<0.05).The Pearson correlation analysis showed that FC value of the brain regions with abnormal FC to V1 region were cor-related with RNFLT in the NTG group(P<0.05).ROI1-left superior frontal gyrus,ROI1-right superior frontal gyrus,ROI2-left cingulate gyrus and ROI2-right middle frontal gyrus were significantly positively correlated with RNFLT(all P<0.05).Compared with the HCs group,the brain regions with reduced FC to the right ROI in the NTG group were the left superior frontal gyrus and right superior frontal gyrus;the brain regions with reduced FC to the left ROI were the left cingulate gyrus and right middle frontal gyrus.Conclusion Compared to healthy individuals,NTG patients have significant changes in the functional connections between certain specific brain regions and V1 region,including bilateral superior frontal gyrus,left cingulate gyrus,and middle frontal gyrus.The changes in brain functional activity may be caused by visual dysfunction caused by NTG,leading to functional impairment of the visual and cognitive emotion processing brain regions,which may be one of the potential neuropathological mechanisms in NTG patients.
3.Research on the macular microcirculation status and visual function changes of normal tension glaucoma patients
Caimei FAN ; Miaomiao ZANG ; Lijun WANG ; Cheng YI ; Luyao ZENG ; Tianshuo WU ; Hanlin LI
Recent Advances in Ophthalmology 2024;44(3):197-202
Objective To explore the changes in macular microcirculation status and visual function in patients with normal tension glaucoma(NTG)using the optical coherence tomography angiography(OCTA)and microperimeter MP-3 and analyze the correlation between the two.Methods In this cross-sectional observational study,17 NTG patients(30 eyes)were collected as the NTG group and then divided into mild,moderate and severe NTG subgroups according to the severity of the disease.During the same period,13 healthy subjects(23 eyes)with the same age and gender distribution were selected as the control group.OCTA was used to obtain linear density(LD)and perfusion density(PD)of superficial retinal vessels in the macular area.The microperimeter MP-3 was used to measure retinal sensitivity(RS)within 10° and fixation rate at 2° and 4° of the macular area.The OCTA parameters and microperimeter MP-3 parameters were compared among all groups,and the correlation between OCTA parameters and microperimeter MP-3 parameters in NTG patients was analyzed.Results There were no significant differences in LD and PD between the control group and the mild NTG sub-group in the central and nasal sides of the macula;the LD and PD in the remaining regions and overall average LD and PD showed a gradual downward trend in the control group and the mild,moderate and severe NTG subgroups.Compared with the control group,the RS of the mild NTG subgroup was lower in the inferior and temporal regions of the macular area.The RS of each region and overall average RS in the macular area decreased with the aggravation of the NTG.In the NTG group,LD and PD were significantly positively correlated with RS in each region and overall average RS in the macular area(all P<0.05).In the NTG group,LD and PD were positively correlated with P2 in some regions of the macular area.Con-clusion Compared with the control group,the macular microcirculation status and visual function of NTG patients signif-icantly decreased with the progression of the disease;there is a significant correlation between macular LD and RS in NTG patients.
4.Effect Evaluation of Responsible Segmental Decompression Combined with Orthopedic Fixation of Short-Segment Fusion Surgery for Treating Degenerative Lumbar Scoliosis
Hui ZENG ; Gangqiang WU ; Can HUANG ; Xiaojun HAN ; Bo LIU ; Cheng CHEN ; Long MA ; Bowen ZHANG ; Honghai WANG
Journal of Medical Biomechanics 2024;39(5):896-902
Objective To investigate the therapeutic effect of segmental decompression combined with corrective short-segment fusion surgery for the treatment of degenerative lumbar scoliosis.Methods In total,124 patients with degenerative lumbar scoliosis were selected and divided into short-and long-segment fusion groups using the random number table method,with 62 patients in each group.Posterior short-segment decompression,fixation,and fusion were performed in the short-segment fusion group;the fusion segment was the adjacent lumbar vertebra.Posterior long-segment decompression,fixation,and fusion were performed in the long-segment fusion group;the fusion segments included multiple adjacent lumbar vertebrae.At the 6th month after surgery,the coronal Cobb angle of lumbar convexity,sagittal Cobb angle of lumbar lordosis,intervertebral foramen height,intervertebral space height,intervertebral foramen area,spinal canal area,spinal canal diameter,Japanese Orthopedic Association(JOA)score,Oswestry Disability Index(ODI),degree of pain in the lower back and lower limbs,and postoperative complications were compared between the groups.Results The Cobb angle of the coronal lumbar scoliosis in the short-and long-segment fusion groups was significantly higher than that before surgery(P<0.05).At the 6th month after surgery,the intervertebral foramen height,intervertebral space height,intervertebral foramen area,spinal canal area,and spinal canal diameter in both groups increased,and those in the short-segment fusion group were higher than those in the long-segment fusion group(P<0.05);at the 6th month after the operation,the JOA scores of the short-segment and long-segment fusion groups were higher than those before surgery,and the JOA score of the short-segment fusion group was higher than that of the long-segment fusion group(P<0.05).The ODI score was lower than that before surgery in the short-and long-segment fusion groups,and the ODI score in the short-segment fusion group was lower than that in the long-segment fusion group(P<0.05).At the 6th month after surgery,the pain scores of the lower back and lower limbs in the short-and long-segment fusion groups were significantly higher than those before surgery(P<0.05).There were two cases of dural tears during decompression caused by lamina dura adhesion in the long-segment fusion group,and no serious complications were observed in the short-segment fusion group.Conclusions Both short-and long-segment decompression fixation fusion using a posterior approach can achieve good therapeutic effects for treating degenerative lumbar scoliosis.However,compared to the long-segment fusion group,the short-segment fusion group undergoing short-segment decompression fixation fusion through a posterior approach had a shorter surgical period,lower intraoperative blood loss,better recovery of lumbar function,and a lower risk of postoperative complications.
5.Artificial intelligence system for outcome evaluations of human in vitro fertilization-derived embryos
Ling SUN ; Jiahui LI ; Simiao ZENG ; Qiangxiang LUO ; Hanpei MIAO ; Yunhao LIANG ; Linling CHENG ; Zhuo SUN ; Hou Wa TAI ; Yibing HAN ; Yun YIN ; Keliang WU ; Kang ZHANG
Chinese Medical Journal 2024;137(16):1939-1949
Background::In vitro fertilization (IVF) has emerged as a transformative solution for infertility. However, achieving favorable live-birth outcomes remains challenging. Current clinical IVF practices in IVF involve the collection of heterogeneous embryo data through diverse methods, including static images and temporal videos. However, traditional embryo selection methods, primarily reliant on visual inspection of morphology, exhibit variability and are contingent on the experience of practitioners. Therefore, an automated system that can evaluate heterogeneous embryo data to predict the final outcomes of live births is highly desirable. Methods::We employed artificial intelligence (AI) for embryo morphological grading, blastocyst embryo selection, aneuploidy prediction, and final live-birth outcome prediction. We developed and validated the AI models using multitask learning for embryo morphological assessment, including pronucleus type on day 1 and the number of blastomeres, asymmetry, and fragmentation of blastomeres on day 3, using 19,201 embryo photographs from 8271 patients. A neural network was trained on embryo and clinical metadata to identify good-quality embryos for implantation on day 3 or day 5, and predict live-birth outcomes. Additionally, a 3D convolutional neural network was trained on 418 time-lapse videos of preimplantation genetic testing (PGT)-based ploidy outcomes for the prediction of aneuploidy and consequent live-birth outcomes.Results::These two approaches enabled us to automatically assess the implantation potential. By combining embryo and maternal metrics in an ensemble AI model, we evaluated live-birth outcomes in a prospective cohort that achieved higher accuracy than experienced embryologists (46.1% vs. 30.7% on day 3, 55.0% vs. 40.7% on day 5). Our results demonstrate the potential for AI-based selection of embryos based on characteristics beyond the observational abilities of human clinicians (area under the curve: 0.769, 95% confidence interval: 0.709–0.820). These findings could potentially provide a noninvasive, high-throughput, and low-cost screening tool to facilitate embryo selection and achieve better outcomes. Conclusions::Our study underscores the AI model’s ability to provide interpretable evidence for clinicians in assisted reproduction, highlighting its potential as a noninvasive, efficient, and cost-effective tool for improved embryo selection and enhanced IVF outcomes. The convergence of cutting-edge technology and reproductive medicine has opened new avenues for addressing infertility challenges and optimizing IVF success rates.
6.Currentstatus and effect of"communication with intractable high-risk patients"in a tertiary hospital in Guangzhou
Zhongqi LIU ; Cheng QIU ; Zhonghua ZENG ; Ting WU ; Hongzhong HUANG ; Qiusheng LIU ; Dayue LIU
Modern Hospital 2024;24(5):726-728,732
This paper aims to focus on and implement strategies for preventing and resolving medical complaints and dis-putes at their emergence.The hospital promptly compiled a summary of the main problems and concerns reported from patients o-ver the past few years.It combined medical practices with the characteristics of admitted patients with severe diseases,complex treatment plans,and high risks.Since 2020,this hospital has been actively engaging with intractable high-risk patients and de-veloped a scheme that engaging clinical departments,medical management,and dispute management departments together to con-duct preoperative/pre-treatment communication.With a focus on patient management,this hospital upholds the concept of the pa-tient-centered humanistic philosophy in the process of doctor-patient communication to enhance the quality of communication.Consequently,the hospital has benefited from the communication scheme,achieving satisfactory effect in ensuring a solid medical safety and reducing the incidence of medical disputes.
7.Exploring mechanism of Banxia Baizhu Tianma Decoction in intervening methamphetamine addiction from PI3K-Akt pathway and cell verification based on network pharmacology and cell verification
Han-Cheng LI ; Zhao JIANG ; Yang-Kai WU ; Jie-Yu LI ; Yi-Ling CHEN ; Ming ZENG ; Zhi-Xian MO
Chinese Pharmacological Bulletin 2024;40(10):1971-1978
Aim To investigate the mechanism of Banxia Baizhu Tianma Decoction(BBTD)in interfer-ing methamphetamine(MA)addiction using network pharmacology.Methods The mechanism of BBTD intervention in MA addiction was analyzed using net-work pharmacology,and MA-dependent SH-SY5Y cell model was further constructed to observe the effects of BBTD on cell model and PI3K-Akt pathway.Results A total of 88 active ingredients and 583 potential tar-gets of BBTD were screened.KEGG analysis showed that BBTD might intervene in MA addiction through PI3K-Akt,cAMP and other pathways.The molecular docking results showed that key active ingredients ex-hibited strong binding ability with core targets of PI3K-Akt pathway.In vitro experiments showed that MA-de-pendent model cells had shorter synapses,tended to be elliptical in morphology,had blurred cell boundaries,showed typical cell damage morphology,and had high intracellular expression of cAMP(P<0.01)and low expression of 5-HT(P<0.05).BBTD intervention could counteract the above morphology,cAMP,and 5-HT changes,suggesting that it had therapeutic effects on MA-dependent model cells.Western blot showed that MA modeling elevated the p-PI3K/PI3K(P<0.05)and p-Akt/Akt(P<0.01);BBTD inter-vention decreased their relative expression.Conclu-sions Gastrodin and other active ingredients in BBTD have therapeutic effects on MA addiction,and the mechanism may be related to regulation of PI3K-Akt pathway relevant targets.
8.Exploring the Mechanism of LUO's Neiyi Prescription for the Treatment of Endometriosis Based on the HIF1A/EZH2/ANTXR2 Pathway
Fangli PEI ; Jinjin JIA ; Xiaoxin CHEN ; Shuhong LIN ; Zengxian LIN ; Lizheng WU ; Cheng ZENG
Traditional Chinese Drug Research & Clinical Pharmacology 2024;35(7):993-1000
Objective To investigate the intervention effect and mechanism of LUO's Neiyi Prescription on the proliferation and angiogenesis of eutopic endometrium in rats with endometriosis(EMs)based on hypoxia-inducible factor 1A(HIF1A)/enhancer of zeste homolog 2(EZH2)/anthrax toxin receptor 2(ANTXR2)signaling pathway.Methods SD rats were randomly divided into sham operation group,model group,Danazol group(4.2 g·kg-1),low-dose LUO's Neiyi Prescription group and high-dose LUO's Neiyi Prescription group(15.74,31.48 g·kg-1),eight rats in each group.The rat model of EMs with qi stagnation and blood stasis syndrome was constructed by autologous endometrial transplantation combined with multi-factor intervention.Intragastric administration was given once a day for 28 consecutive days.The pathological changes of endometrial tissue were observed by HE staining.The expression levels of proliferating cell protein 67(Ki67)and platelet endothelial cell adhesion molecule 1(CD31)in endometrial tissue were detected by immunohistochemistry.The mRNA and protein expression levels of HIF1A,EZH2 and ANTXR2 in endometrial tissues were detected by qRT-PCR and Western Blot.The expression levels of YAP1,CD44 and β-catenin in endometrial tissues were detected by Western Blot.Results Compared with the sham operation group,the epithelial cells of the eutopic endometrium of the model group were thickened,the interstitial cells were arranged disorderly,and the inflammatory cells increased.The expression levels of Ki67 and CD31 in endometrial tissues were significantly increased(P<0.01),the mRNA and protein expression levels of HIF1A and ANTXR2 were significantly increased(P<0.01),while the mRNA and protein expression levels of EZH2 were significantly decreased(P<0.01),and the protein expression levels of YAP1,CD44 and β-catenin were significantly increased(P<0.01).Compared with the model group,the epithelial layer of the eutopic endometrial tissue of the rats in each administration group became thinner,the interstitial disorder and inflammatory infiltration were improved,and the levels of Ki67 and CD31 in the eutopic endometrial tissue were significantly decreased(P<0.01).The mRNA and protein expression levels of HIF1A and ANTXR2 in the endometrium of rats in the Danazol group and the high-dose LUO's Neiyi Prescription group were significantly decreased(P<0.05,P<0.01),and the mRNA and protein expression levels of EZH2 were significantly increased(P<0.05,P<0.01).The protein expression levels of YAP1,CD44 and β-catenin in endometrial tissue of rats in each administration group were significantly decreased(P<0.05,P<0.01).Conclusion LUO's Neiyi Prescription can play a role in the treatment of EMs by inhibiting the proliferation and angiogenesis of eutopic endometrial cells,and its mechanism may be related to the inhibition of HIF1A/EZH2/ANTXR2 signaling pathway.
9.Efficacy of Lenvatinib Combined with Anti–PD-1 Antibodies Plus Transcatheter Arterial Chemoembolization for Hepatocellular Carcinoma with Portal Vein Tumor Thrombus: A Retrospective, Multicenter Study
Xiangye OU ; Junyi WU ; Jiayi WU ; Yangkai FU ; Zhenxin ZENG ; Shuqun LI ; Yinan LI ; Deyi LIU ; Han LI ; Bin LI ; Jianyin ZHOU ; Shaowu ZHUANG ; Shuqun CHENG ; Zhibo ZHANG ; Kai WANG ; Shuang QU ; Maolin YAN
Cancer Research and Treatment 2024;56(4):1207-1218
Purpose:
The prognosis of patients with hepatocellular carcinoma (HCC) and portal vein tumor thrombus (PVTT) is extremely poor, and systemic therapy is currently the mainstream treatment. This study aimed to assess the efficacy and safety of lenvatinib combined with anti–programmed cell death-1 antibodies and transcatheter arterial chemoembolization (triple therapy) in patients with HCC and PVTT.
Materials and Methods:
This retrospective multicenter study included patients with HCC and PVTT who received triple therapy, were aged between 18 and 75 years, classified as Child-Pugh class A or B, and had at least one measurable lesion. The overall survival (OS), progression-free survival (PFS), objective response rates, and disease control rates were analyzed to assess efficacy. Treatment-related adverse events were analyzed to assess safety profiles.
Results:
During a median follow-up of 11.23 months (range, 3.07 to 34.37 months), the median OS was greater than 24 months, and median PFS was 12.53 months. The 2-year OS rate was 54.9%. The objective response rate and disease control rate were 69.8% (74/106) and 84.0% (89/106), respectively; 20.8% (22/106) of the patients experienced grade 3/4 treatment-related adverse events and no treatment-related deaths occurred. The conversion rate to liver resection was 31.1% (33/106), with manageable postoperative complications. The median OS was not reached in the surgery group, but was 19.08 months in the non-surgery group. The median PFS in the surgery and non-surgery groups were 20.50 and 9.00 months, respectively.
Conclusion
Triple therapy showed promising survival benefits and high response rates in patients with HCC and PVTT, with manageable adverse effects.
10.Clinical characteristics of patients with rheumatic diseases and abnormal liver function
Chanyuan WU ; Mucong LI ; Xinwang DUAN ; Hongbin LI ; Yanhong WANG ; Qin LI ; Hui LUO ; Jian XU ; Lijun WU ; Yongfu WANG ; Cheng ZHAO ; Yongfei FANG ; Shudian LIN ; Dong XU ; Xinping TIAN ; Mengtao LI ; Xiaofeng ZENG
Chinese Journal of Internal Medicine 2023;62(9):1102-1113
Objective:To investigate the clinical characteristics of patients with rheumatic diseases and abnormal liver function, as well as determine the proportion and severity of liver function abnormalities.Methods:Cross-sectional study. Data were collected from patients registered in the Chinese Rheumatism Date Center from 2011 to 2021. The rheumatic diseases analyzed in this study were rheumatoid arthritis (RA), systemic lupus erythematosus (SLE), Sjogren syndrome (SS), ankylosing spondylitis (AS), and gout. Patient data, including demographic characteristics [ such as age, sex, body mass index,(BMI), and smoking history], liver function test results [including alanine aminotransferase (ALT), aspartate aminotransferase, alkaline phosphatase(ALP), and total bilirubin], and use of anti-rheumatic immune drugs and liver-protective drugs, were collected and compared between groups with normal and abnormal liver functions. In addition, the proportions of abnormal liver function were compared between sex and age groups.Results:A total of 116 308 patients were included in this study, including 49 659 with RA, 17 597 with SLE, 9 039 with SS, 11 321 with AS, and 28 692 with gout. The lowest proportion of liver function abnormalities was observed in patients with RA[11.02% (5 470/49 659)], followed by those with SS[17.97% (1 624/9 039)] and AS [18.22% (2 063/11 321) ], whereas patients with SLE [21.14% (3 720/17 597) ] and gout [28.73% (8 242/28 692)] exhibited the highest proportion of these abnormalities. Elevated ALT, mostly classified as grade 1, was the most commonly noted liver function abnormality, whereas elevated ALP was the least common. Some patients who took liver-protective drugs had normal liver function, with the lowest percentage observed in patients with gout [7.45% (36/483) ] and ranging from 21.7% to 30.34% in patients with RA, SLE, SS, and AS. The proportion of liver function abnormalities was higher in males than in females for all disease types [RA: 13.8%(1 368/9 906) vs. 10.3%(4 102/39 753); SLE: 33.6% (479/1 424) vs. 20.0% (3 241/16 173); SS: 25.4%(111/437) vs. 17.6%(1 513/8 602); AS: 20.1%(1 629/8 119) vs. 13.6% (434/3 202); and gout: 29.3% (8 033/27 394) vs. 16.1% (209/1 298)]. In RA, SLE, and AS, the proportions of liver function abnormalities were similar across all age groups. In SS, the proportion of liver function abnormalities increased with age [<40 years: 14.9%(294/1 979); 40-59 years: 18.1%(858/4 741); ≥60 years: 20.4%(472/2 319)], whereas a reversal of this trend was observed in gout [<40 years: 34.9%(4 294/12 320); 40-59 years: 25.5%(2 905/11 398);≥60 years: 21.0%(1 042/4 971)].Conclusions:The proportions of combined liver function abnormalities in patients with rheumatologic diseases were high, and the utilization rates of liver-protective drugs were low. It is necessary to pay more attention to monitoring patients′ liver function, timely administer liver-protective drugs, and optimize liver-protective regimens during the treatment of rheumatic diseases.

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