Generative artificial intelligence(Gen-AI), an important branch of artificial intelligence(AI), has attracted increasing attention in medical image analysis and clinical decision support.Different from traditional discriminative models, Gen-AI can generate high-quality and diverse new data by learning the underlying distribution features of data. It exhibits unique advantages in alleviating insufficient training samples, mitigating uneven data distribution, and improving the generalization ability of models. Ophthalmology is highly dependent on multimodal imaging, making it a particularly suitable field for the application of Gen-AI. This review summarizes recent advances in major Gen-AI techniques, including generative adversarial networks, diffusion models, and large language models, and discusses their applications in ophthalmic disease screening and diagnosis, image synthesis and data augmentation, prognostic prediction, and individualized treatment planning. It also analyzes challenges in the course of clinical translation, including data quality, model credibility, ethical supervision and other issues, so as to provide references for its standardized application.

Objective To investigate the relationship between serum levels of silent information regulator 1(SIRT1)and(sex determining region Y-box protein 2(SOX2)and liver metastasis one year after colorectal cancer surgery.Methods A total of 112 patients who underwent laparoscopic radical operation for colorectal cancer in Southern Theater General Hospital from December 2020 to February 2023 were selected as research objects.Serum SIRT1 and SOX2 levels were detected one day before surgery.Liver metastasis was recorded during one-year follow-up.The patients with liver metastasis were included in the observation group,while patients without liver metastasis were assigned to the control group.The relationship between serum levels of SIRT1 and SOX2 and liver metastasis after colon cancer surgery and the evalution value of both for liver metastasis after surgery in colon cancer patients were analyzed.Results Six patients failed to be followed up,33 patients(31.13%)suffered from liver metastasis one year after surgery(observation group),and the other 73 patients without liver metastasis were included in control group.The observation group had lower SIRT1 and higher SOX2 than the control group(P<0.05).After adjustment of differentiated degree,depth of invasion,and lymph node metastasis,the risk of postoperative liver metastasis in colon cancer patients increased by 1.123 and 1.925 times,respectively(P<0.05),when SIRT1 decreased by 1%and SOX2 increased by 1%,with logit(P)=-1.938-0.754×SIRT1+1.073×SOX2.The area under curve of SIRT1 combined with SOX2 for the evaluation of postoperative liver metastasis in colon cancer patients was greater than SIRT1 and SOX2 alone(Z=2.107,P=0.035;Z=2.481,P=0.013).Conclusion Decreased SIRT1 and increased SOX2 may increase the risk of postoperative liver metastasis in patients with colon cancer.SIRT1 and SOX2 have the potential to serve as predictive indicators for liver metastasis after surgery in colon cancer patients.

Hepatic ischemia-reperfusion injury （HIRI） is an inevitable major complication during surgical procedures such as liver transplantation and partial hepatectomy， and its prevention and treatment are hotspots and difficulties in clinical practice. This article reviews the mechanism of injury caused by energy metabolism disorders during liver ischemia-reperfusion and related treatment strategies and summarizes the current advances in metabolism-related therapies， in order to provide new ideas for further clarifying the onset mechanism of HIRI and exploring effective clinical prevention and treatment strategies for HIRI.

Objective To investigate the relationship between morphometric parameters of the cerebral cortex and the efficacy of repetitive transcranial magnetic stimulation(rTMS)in the treatment of tardive dyskinesia(TD).Methods A total of 105 schizophrenic patients with TD undergoing basic treatment were enrolled,and randomly divided into group A(n=35),group B(n=35)and group C(n=35).Group A received rTMS at 1 Hz,group B received rTMS at 10 Hz,and group C received sham stimulation.All groups were treated for 12 weeks.The severity of TD was assessed using the Ab-normal Involuntary Movement Scale(AIMS)before and after treatment.The Repeatable Battery for the Assessment of Neuropsychological Status(RBANS)and the Positive and Negative Syndrome Scale(PANSS)in Chinese were used to evaluate patients'neuropsychological status and symptom severity.magnetic resonance imaging(MRI)was employed to scan the left prefrontal cortex of patients to obtain parameters of cortical thickness,surface area and volume.Pearson correlation analysis was used to an-alyze the relationship between cortical morphological parameters and the efficacy of rTMS for TD in pa-tients.Results After treatment,AIMS scores in the three groups were significantly lower than before treatment,and the group A was significantly lower than the group B and group C(P＜0.05).After treatment,RBANS scores were significantly higher and PANSS scores were significantly lower in three groups than before treatment(P＜0.05).After treatment,the RBANS score of the group A was significantly higher than that of the group B and group C,and the group B was significantly higher than the group C(P＜0.05);the PANSS score of the group A was significantly lower than that of the group B and group C,and the group B was significantly lower than the group C(P＜0.05).Af-ter treatment,cortical morphological parameters(cortical thickness,surface area and volume)in the group A and group B were significantly higher than before treatment,and the group A was signif-icantly higher than the group B(P＜0.05).The therapeutic effect of the group A was positively correlated with cortical thickness,surface area and volume(P＜0.05).Conclusion The morpho-metric parameters of the left prefrontal cortex are associated with the efficacy of rTMS in treating TD.The rTMS at 1 Hz can facilitate structural remodeling of the motor cortex,thereby improving treat-ment outcomes for TD patients.

Objective To distinguish Cremastra appendiculata(D.Don)Makino,Pleione yunnanensis Rolfe and Pleione bulbocodioides,and its easily confusing products Oreorchis patens and Iphigenia indica Kunth using the ITS sequence in DNA barcodes;To explore the genetic diversity of Cremastra appendiculata germplasm resources.Methods Three different original Cremastra appendiculata,Pleione yunnanensis Rolfe and Pleione bulbocodioides,and their easily confusing products Cremastrae Pseudobulbus of Oreorchis patens and Iphigenia indica Kunth were selected as the research objects,and the genomic DNA of the above samples were extracted by the modified CTAB method,and then the ITS sequences were amplified,sequenced and spliced by PCR technology.The Kimura 2-Parameter(K2P)model was used to calculate the genetic distance,and the phylogenetic tree was constructed with the help of neighbour joining method(NJ)for genetic relationship analysis.Results Except for the Iphigenia indica Kunth species that were not found during the BLAST search,the BLAST comparison results of the other samples were higher than 95%.At the same time,the results of phylogenetic tree showed that Cremastra appendiculata,Pleione yunnanensis Rolfe and Pleione bulbocodioides were clustered into one branch,respectively,and the easily confusing products were also respectively clustered into one branch.Conclusion The ITS sequence in DNA barcodes can be used to accurately distinguish Cremastra appendiculata,Pleione yunnanensis Rolfe and Pleione bulbocodioides,and its easily confusing products Oreorchis patens and Iphigenia indica Kunth.

Objective To analyze the application of combined respiratory training in Mycoplasma-associated bronchopneumonia children and its effect on pulmonary function under family-centered model.Methods A total of 150 Children with Mycoplasma-associated bronchopneumonia treated at Hangzhou Children's Hospital from April 2023 to April 2024 were selected as subjects.The children were divided into control group(n=75)and study group(n=75)using a randomized digital table method.The control group received standard interventions,while the study group received family-centered combined respiratory training in addition to control group's treatment.The two groups were compared in terms of pulmonary function,symptom improvement duration,treatment compliance,and patient satisfaction.Results After intervention,compared with the control group,children in study group had higher forced vital capacity(FVC),forced expiratory volume in one second(FEV1),FEV1/FVC levels,total treatment compliance and satisfaction,the improvement time of cough,fever and dyspnea were shorter,the difference were statistically significant(P＜0.05).Conclusion The use of family-centered combined respiratory training can improve the pulmonary function of children with mycoplasma infection and bronchopneumonia,shorten the time for symptom improvement,and improve the treatment compliance and satisfaction of children.

The expert consensus on the clinical treatment of herpes zoster with fire needling was developed, and the commonly used fire needling treatment scheme verified by clinical research was selected to form a standardized diagnosis and treatment scheme for acute herpes zoster and postherpetic neuralgia (PHN), so as to answer the core problems in clinical application. The consensus focuses on patients with herpes zoster, and forms recommendations for 9 key clinical issues, covering simple fire needling and TCM comprehensive therapy based on fire needling, including fire needling combined with cupping, fire needling combined with Chinese herb, fire needling combined with cupping and Chinese herb, fire needling combined with filiform needling, fire needling combined with moxibustion, and provides specific recommendations and operational guidelines for various therapies.
Humans ; Herpes Zoster/therapy* ; Acupuncture Therapy/instrumentation* ; Consensus ; Clinical Protocols

Objective To explore the clinical efficacy of different ligation methods in laparoscopic radi-cal resection of rectal cancer and sigmoid colon cancer and the influencing factors of anastomotic leakage.Methods A total of 82 patients who underwent laparoscopic radical resection of rectal cancer and sigmoid co-lon cancer in this hospital from December 2022 to December 2023 were selected and divided into the low-liga-tion group(n=42)and the high-ligation group(n=40)according to different surgical methods.The inferior mesenteric artery(IMA)classification,IMA length,operation time,intraoperative blood loss,total number of lymph node dissections,number of lymph node dissections in group 253,postoperative hospital stay,exhaust time,incidence of urinary retention,incidence of anastomotic leakage,and incidence of preventive stoma were compared between the two groups.Univariate and multivariate logistic regression analyses were conducted to analyze the influencing factors of anastomotic leakage in patients undergoing radical resection of rectal cancer and sigmoid colon cancer.Results There was no statistically significant difference in IMA length,IMA classi-fication proportion,operation time,intraoperative blood loss,the total number of lymph node dissections,the number of lymph node dissections in group 253,and the postoperative hospital stay between the two groups(P>0.05).Compared with the high-ligation group,the low-ligation group had a shorter exhaust time,lower incidence of anastomotic leakage and preventive ostomy,the differences were statistically significant(P<0.05).Anastomotic leakage occurred in 7 patients.Univariate analysis showed that whether left colic artery(LCA)was preserved,tumor location,presence of underlying diseases,and preventive stoma were associated with anastomotic leakage in patients undergoing radical resection of rectal cancer and sigmoid colon cancer(P<0.05).Multivariate logistics analysis showed that whether LCA was preserved,tumor location,presence of underlying diseases,and presence of preventive stoma were not influencing factors for anastomotic leakage in patients undergoing radical resection of rectal cancer or sigmoid colon cancer(P>0.05).Conclusion In laparoscopic radical resection of rectal and sigmoid colon cancer,the clinical efficacy of preserving LCA is com-parable to that of not preserving LCA,and it can reduce the risk of anastomotic leakage and the probability of preventive stoma,promoting the early recovery of intestinal function.

Objective To investigate the characteristics and differences of congenital endowment in senile dementia population based on the theory of five circuits and six qi.Methods Based on the cross-sectional data of China Health and Retirement Longitudinal Survey(CHARLS)in 2018,the dementia status of the population aged 60 and above in China was evaluated by using the Mini-Mental State Examination(MMSE),and the five-circuit and six-qi features at birth in the senile dementia population were analyzed by descriptive statistics and Chi-square goodness-of-fit test.Results A total of 854 patients with senile dementia were included.The five-circuit and six-qi features at birth in the senile dementia population were as follows:most of them were born at the heavenly stem of Bing while the least at the heavenly stem of Ji and Geng(P＜0.001),most of them were born at the earthly branch of Wei while the least at the earthly branch of Zi(P＜0.001),most of them were born at the yearly circuit of excessive water circuit while the least at the yearly circuit of excessive gold circuit and deficient earth circuit(P＜0.001),and most of the patients were born at sitan of taiyin damp-earth and zaiquan of taiyang cold-water while the least at sitan of jueyin wind-wood and zaiquan of shaoyang ministerial fire;no statistically significant differences were found in the dominant qi and guest qi(P＞0.05);most of the patients were born in the year of combination of circuit and qi being Shunhua while the least in the year of combination of circuit and qi being same celestial correspondence(P＜0.001),and the patients born in the year of Shunhua usually were frequently distributed in heavenly-stem and earthly-branch year of Jiawu(P＜0.001).Conclusion There is a certain relationship between the congenital endowment at birth and the incidence of senile dementia in the population of senile dementia.The circuit-qi features at birth for the prevalence of senile dementia are the yearly circuit of excessive water circuit,sitan of taiyin damp-earth and zaiquan of taiyang cold-water,and the year of the combination of circuit and qi being Shunhua.The population born at the time with the above circuit-qi features are prone to suffer the injury of the kidneys,the heart,and the spleen,and then result into illness.

Objective:To assess the preliminary efficacy and safety of modified Société Internationale d′Oncologie Pédiatrique Epithelial Liver Tumor Study Group (SIOPEL)-4 protocol for pediatric hepatoblastoma (HB) with lung metastases.Methods:This prospective cohort study enrolled 27 newly diagnosed pediatric HB with lung metastases who received the modified SIOPEL-4 protocol at Shanghai Children′s Medical Center, Shanghai Jiao Tong University School of Medicine, and Shanghai Children′s Hospital between January 2020 to December 2023. Clinical characteristics, lung response rates to induction chemotherapy, treatment outcomes, prognostic factors and sever chemotherapy toxicities at different stages were analyzed. Survival analysis was performed by Kaplan-Meier method. Univariate prognostic analysis was conducted by Log-Rank test.Results:Of the 27 patients, there were 17 males and 10 females, with the age of 21 (15, 33) months. During the follow-up of 31 (12, 45) months for 17 continuous complete remission patients, 4 cases disease progression (2 cases death) and 6 cases relapse were observed. The 2-year event free survival (EFS) and overall survival (OS) rate was (58±11)% and (89±7)%, respectively. All the 27 patients had response to block 1-3 induction chemotherapy (cisplatin+doxorubicin), with 14 cases (52%) achieving complete response and 13 cases (48%) achieving partial response of lung metastatic lesions, the 2-year EFS rate was (81±12)% and (34±14)%, respectively ( χ 2=6.76, P=0.009), the 2-year OS rate was 100% and (79±13)%, respectively ( χ2=2.12, P=0.145). Patients with caudate lobe tumors or ≥10 pulmonary metastatic nodules had significantly lower EFS rates ( χ2=5.36, 7.84, P=0.021, 0.005, respectively). The incidence of grade 3/4 neutropenia after block 1-3 induction chemotherapy, CD (carboplatin+doxorubicin), and VI (vincristine+irinotecan) consolidation chemotherapy was 90% (73/81), 75% (58/77), and 31% (11/35), respectively. The incidence of grade 3/4 thrombocytopenia was 77% (62/81), 69% (53/77), and 14% (5/35), respectively. The incidence of grade 3/4 infections was 64% (52/81), 25% (19/77), and 20% (7/35), respectively. The differences between the groups were statistically significant ( χ2=43.51, 42.69, 33.00, all P<0.001). Two patients (10%) of the 20 evaluable patients for ototoxicity occurred grade 3 and higher hearing impairment, with 1 patient requiring a hearing aid. Conclusions:The modified SIOPEL-4 regimen shows good preliminary efficacy and safety in treating pediatric HB with lung metastases. The prognosis for patients with residual lesions in the lungs after induction chemotherapy needs to be improved. Attention should be given to the ototoxicity induced by high-dose cisplatin chemotherapy.