With the emergence of deep learning techniques based on convolutional neural networks, artificial intelligence (AI) has driven transformative developments in the field of medical image analysis. Recently, large language models (LLMs) such as ChatGPT have also started to achieve distinction in this domain. Increasing research shows the undeniable role of AI in reshaping various aspects of medical image analysis, including processes such as image enhancement, segmentation, detection in image preprocessing, and postprocessing related to medical diagnosis and prognosis in clinical settings. However, despite the significant progress in AI research, studies investigating the recent advances in AI technology in the aforementioned aspects, the changes in research hotspot trajectories, and the performance of studies in addressing key clinical challenges in this field are limited. This article provides an overview of recent advances in AI for medical image analysis and discusses the methodological profiles, advantages, disadvantages, and future trends of AI technologies.
Artificial Intelligence ; Humans ; Image Processing, Computer-Assisted/methods* ; Neural Networks, Computer ; Deep Learning ; Diagnostic Imaging/methods*

Idiopathic pulmonary fibrosis (IPF), a chronic interstitial lung disease, is characterized by aberrant wound healing, excessive scarring and the formation of myofibroblastic foci. Although the role of alternative splicing (AS) in the pathogenesis of organ fibrosis has garnered increasing attention, its specific contribution to pulmonary fibrosis remains incompletely understood. In this study, we identified an up-regulation of serine/arginine-rich splicing factor 7 (SRSF7) in lung fibroblasts derived from IPF patients and a bleomycin (BLM)-induced mouse model, and further characterized its functional role in both human fetal lung fibroblasts and mice. We demonstrated that enhanced expression of Srsf7 in mice spontaneously induced alveolar collagen accumulation. Mechanistically, we investigated alternative splicing events and revealed that SRSF7 modulates the alternative splicing of pyruvate kinase (PKM), leading to metabolic dysregulation and fibroblast activation. In vivo studies showed that fibroblast-specific knockout of Srsf7 in conditional knockout mice conferred resistance to bleomycin-induced pulmonary fibrosis. Importantly, through drug screening, we identified lomitapide as a novel modulator of SRSF7, which effectively mitigated experimental pulmonary fibrosis. Collectively, our findings elucidate a molecular pathway by which SRSF7 drives fibroblast metabolic dysregulation and propose a potential therapeutic strategy for pulmonary fibrosis.

Various therapeuti modailities have been engineered for lung cancer treatment, but their clinic application is severely impeded by the poor therapy efficiency and immunosuppressive microenvironment. Herein, we fabricated a library of small molecule redox-labile nanoparticles (NPs) (i.e., diPTX-2C NPs, diPTX-2S NPs, and diPTX-2Se NPs) by the self-assembly of dimer paclitaxel (PTX) prodrug, and then utilized these NPs with the traditional Chinese medicine (TCM) Qi-Yu-San-Long-Fang (Q) for effective chemoimmunotherapy on Lewis lung carcinoma (LLC)-bearing mice models. Under the high concentration of glutathione (GSH) and H₂O₂, diPTX-2Se NPs could specifically release PTX in cancer cells and exert a higher selectivity and toxicity than normal cells. In LLC tumor-bearing mice, oral administration of Q not only effectively downregulated programmed death ligand-1 (PD-L1) expression, but also remodeled the immunosuppressive tumor immune microenvironment via the increase of CD4⁺ T and CD8⁺ T cell proportion and the repolarization of M2 into M1 macrophages in tumor tissues, collectively achieving superior synergistic treatment outcomes in combination with intravenous PTX prodrug NPs. Besides, we found that the combination regimen also demonstrated excellent chemoimmunotherapeutic performances on low-dose small established tumor and high-dose large established tumor models. This study may shed light on the potent utilization of Chinese and Western-integrative strategy for efficient tumor chemoimmunotherapy.

Gastrointestinal motility disorder is an important cause of digestive system diseases. Patients often suffer from nausea， vomiting， gastric retention， gastroparesis， constipation， and many other symptoms， and their quality of life is seriously reduced. Prokinetic agents are routinely used in clinical practice， but their long-term use is prone to problems such as reduced efficacy and increased adverse reactions. Since the incidence of gastrointestinal diseases has continued to rise globally in recent years， there is an urgent need for clinical development of safe and effective treatment strategies. Aurantii Fructus， a traditional Chinese medicine， has the effect of smoothing Qi and eliminating distention， and it has been used to treat gastrointestinal diseases for thousands of years. In modern clinical practice， it is mainly used for the treatment and auxiliary treatment of various gastrointestinal diseases such as functional dyspepsia， functional constipation， and irritable bowel syndrome. The efficacy is remarkable， and no adverse reactions have been reported at conventional doses. Therefore， it can greatly improve the symptoms of patients with gastrointestinal diseases and improve their quality of life. Modern research has revealed that there are many active components in Aurantii Fructus， among which flavonoids have the highest content and the most types. Flavonoids are the main active components in Aurantii Fructus to regulate gastrointestinal motility. Aurantii Fructus and its active components can affect gastrointestinal hormones， neural pathways， Cajal mesenchymal cells， and other multiple mechanisms. They can adjust gastrointestinal motility and correct gastrointestinal motility disorders， showing potential application value in the treatment of gastrointestinal motility disorders. However， a comprehensive analysis of Aurantii Fructus in this aspect is still lacking. This study summarized the pharmacological activities of active components of Aurantii Fructus extract and its flavonoids， volatile oils， alkaloids， and coumarin on the regulation of gastrointestinal motility and explored the latest research progress on its mechanism. Finally， the adverse reactions of Aurantii Fructus were summarized. It aims to provide a scientific basis for the research and clinical application of Aurantii Fructus and its active components in the regulation of gastrointestinal motility.

Objective To investigate the therapeutic effect of cholesterol sulfate(CS)on the Hashimoto's thyroiditis mouse model.Methods Female NOD.H-2h4 mice were fed with 0.05％NaI in different periods and treated with CS by intraperitoneal injection for two consecutive weeks.HE staining was used to visualize and score the degree of lymphocyte infiltration in the thyroid;serum levels of thyroglobulin antibody(TgAb),thyroid peroxidase antibody(TPOAb),thyroxine(T4),and thyroid stimulating hormone(TSH)were detected by ELISA.The proportions of B cells and Treg,Th17,Th1,and Th2 cells were analyzed by immunofluorescence staining flow cytometry.Results HE staining showed that the inflammatory score of thyroid tissue in mice after intraperitoneal injection of CS in the 8-week group and the 16-week group decreased significantly(P＜0.05).In the 64-week group,there was no significant difference between the treatment group and the induction group(P=0.31).Serological analysis showed that after CS intervention,the levels of TgAb and TPOAb in mice induced by 0.05％NaI significantly lowered(P＜0.05)in the 8-week group and the 16-week group,while thyroid function(TSH and T4 levels)of the mice changed significantly only in the 16-week group.Flow cytometry analysis showed that in the 8-week group,after CS intervention the proportions of B lymphocytes and Th1,Th2,Th17 and Treg cells in mice were significantly changed(P＜0.05).Conclusion CS has significant therapeutic and remission effects on the early and middle stages of Hashimoto's thyroiditis.

OBJECTIVE To investigate the effects of aucubin （AU） on the proliferation and tumor growth of prostate cancer （PC） cells by regulating the protein kinase B （Akt）/murine double minute2 （MDM2）/p53 signaling pathway. METHODS Prostate cancer cell PC3 were separated into control group， 50 μmol/L AU group， 100 μmol/L AU group， SC79 （Akt activator） group （5 μmol/L）， and 100 μmol/L AU+SC79 group. The cell cloning and proliferation ability were investigated； the rate of cell apoptosis and the expressions of Akt/MDM2/p53 signaling pathway-related protein were detected. Meanwhile， xenograft tumor models of nude mice were constructed and separated into tumor group， AU group （80 mg/kg）， SC79 group （50 mg/kg）， and AU+SC79 group （80 mg/kg AU+50 mg/kg SC79）， with 10 mice in each group. They were given relevant medicine， once a day， for 21 d. After the last medication， tumor weight was determined， and the expressions of nucleus-associated antigen （Ki-67） and Akt/MDM2/p53 signaling pathway-related protein were detected in tumor tissue. RESULTS In the cell experiment， compared with control group， the cell clonal formation number， proliferation rate and phosphorylation levels of Akt and MDM2 protein in 50 μmol/L AU and 100 μmol/L AU groups were significantly decreased （P＜0.05）， while the cell apoptosis rate and p53 protein expression levels were significantly increased （P＜0.05）； however， the change trend of each index in SC79 group was opposite （P＜0.05）. Compared with 100 μmol/L AU group， the cell clonal formation number， proliferation rate and phosphorylation levels of Akt and MDM2 protein in 100 μmol/L AU+SC79 group were significantly increased （P＜0.05）， while cell apoptosis rate and p53 protein expression levels were significantly decreased （P＜0.05）； however， compared with SC79 group， the changing trend of indexes was the opposite （P＜0.05）. In the in vivo experiment， compared with the tumor group， the tumor mass and Ki-67 positive expression and the phosphorylation levels of Akt and MDM2 protein in nude mice of AU group were significantly decreased （P＜0.05）， and the expression level of p53 protein was significantly increased （P＜0.05）， but the changing trend of above indexes of nude mice in SC79 group were opposite （P＜0.05）. Compared with AU group， the tumor mass， Ki-67 positive expression and phosphorylation levels of Akt and MDM2 protein in tumor tissues of nude mice in AU+SC79 group were significantly increased （P＜0.05）， while the expression level of p53 protein was significantly decreased （P＜0.05）； however， compared with SC79 group， the changing trend of above indexes was opposite （P＜0.05）. CONCLUSIONS AU can inhibit PC cell proliferation and tumor growth by inhibiting Akt/MDM2/p53 signaling pathway.

Objective:To investigate the distribution characteristics of cognition-related lifestyles of elderly in communities and explore the integrated effects on early cognitive decline.Methods:The participants were from the Project of Prevention and Intervention of Neurodegenerative Disease for Elderly in China. A total of 2 537 older adults aged ≥60 years without dementia in the 2015 baseline survey and the 2017 follow-up survey were included. The information about their cognition-related lifestyles, including physical exercise, social interaction, leisure activity, sleep quality, smoking status, and alcohol consumption, were collected through questionnaire survey and the integrated scores were calculated. Multivariate logistic regression analysis was used to assess the association between integrated cognition-related lifestyle score and early cognitive decline.Results:In the 2 537 older adults surveyed, 28.7% had score of 5-6, while only 4.8% had high scores for all 6 healthy lifestyles. Significant differences in healthy lifestyle factor distributions were observed between men and women. Multivariate logistic regression model showed that the risks for early cognitive decline in the older adults who had lifestyle score of 4 and 5-6 were lower than that in those with lifestyle score of 0-3 ( OR=0.683, 95% CI: 0.457-1.019; OR=0.623, 95% CI: 0.398-0.976; trend P=0.030). In the women, the risks for early cognitive decline was lower in groups with score of 4 and 5-6 than in group with score of 0-3 ( OR=0.491, 95% CI: 0.297-0.812; OR=0.556, 95% CI: 0.332-0.929; trend P=0.024). Conclusion:Cognition-related healthy lifestyles are associated with significantly lower risk for early cognitive decline in the elderly, especially in women.

Objective:To study the genetic polymorphisms of short-tandem repeats (STR) for the D13S317 locus among an ethnic Han Chinese population and verify a novel tri-allelic pattern identified for the locus. Methods:A total of 378 paternity test cases from Guangdong Forensic Authentication Institute from October 17, 2017 to December 28, 2017 were selected as the study subjects. A GlobalFiler? Express kit was used for the STR genotyping. Samples suspected for having a novel tri-allelic pattern were verified with a PowerPlex ? 21 kit. Potential variant of the primer-binding region and flanking sequences underlying the tri-allelic pattern was excluded by molecular cloning and sequencing. Results:Six alleles were detected for the D13S317 locus, with the characteristic distribution frequencies being 8 (29.1%), 9 (13.1%), 10 (15.21%), 11 (24.21%), 12 (13.89%) and 13 (3.44%), respectively. In one of the families, the D13S317 locus of the proband was suspected to harbor a triband allele (8, 9, 10). A re-test has confirmed the result of initial test. Molecular cloning and sequencing analysis of the D13S317 locus in the proband and his daughter has failed to find allelic variants in the primer-binding region and flanking sequence, which has confirmed the novel tri-allelic pattern for the locus. Conclusion:A novel type 2 tri-allelic pattern (8, 9, 10) at the D13S317 locus has been identified among the ethnic Han Chinese population. The pattern has not been transmitted to the female offspring, and has been included in the international STRBase database for the first time.

Objective:To describe the characteristics, etiology and patterns of outpatients and inpatients patients with moderate or severe valvular heart disease (VHD).Methods:This is a cross-sectional study. Outpatients and inpatients with moderate or severe VHD who underwent transthoracic echocardiography for first examination from 1 st January 2001 to 1 st January 2020 in Southwest Hospital, Army Medical University were enrolled. Data were collected from medical records and big data platform of Southwest Hospital. Characteristics of age and gender, etiology and types of VHD were descriptively analysed. Results:A total of 68 354 patients with moderate or severe VHD were enrolled. The age was 63 (50, 72) years. And 35 706 (52.24%) patients were female. (1) Age characteristics: There was similar age trend between male and female patients with moderate or severe VHD. The number of patients increased firstly and then decreased and reached its peak in the age group of 65-69 years old. The peak age of mitral stenosis patients was 45-49 years, which was earlier than that of whole patients with moderate or severe VHD. The median age of patients with bicuspid aortic valve was 42 years. (2) Gender characteristics: The proportion of tricuspid regurgitation, pulmonary regurgitation, mitral regurgitation, mitral stenosis and valve surgery in female patients with moderate or severe VHD were higher than those in male patients. The proportion of aortic regurgitation, aortic stenosis and bicuspid aortic valve in male patients with moderate or severe VHD were significantly higher than those in female patients (all P<0.05). (3) Etiology: The proportion of rheumatic VHD was 13.07% (8 934/68 354), which was higher than that of degenerative VHD (0.67% (458/68 354)). (4) Types of VHD: Tricuspid regurgitation made contribution to the largest proportion with 60.72% (41 503/68 354), followed by mitral regurgitation, aortic regurgitation, mitral stenosis, pulmonary regurgitation and aortic stenosis. Conclusions:There are certain regional characteristics in the prevalence of moderate or severe VHD in southwest China, suggesting different attention should be paid on the whole process of refined management of moderate or severe VHD.

Recurrent ulcerative colitis is a difficult point in clinical treatment.Its TCM property is deficiency in nature and excess in superficiality.Deficiency of spleen yang for a long time will affect the kidney;if Taiyang and Shaoyin meridians are attacked for a long time,Jueyin will be involved.San yin diseases will occur,and yang qi will be severely injured;dampness and heat,turbid poison,cold coagulation,food stagnation and other pathogenic factors invade and attack from outside to inside,lie down in the intestinal collaterals,remove heat by stasis,fumigate the lipid membrane and form internal ulcers.Deficiency of healthy qi,weakness and sores are the origin of the disease,stagnation of intestinal collaterals is the superficiality of the disease,and"stasis"as the main pathological factor carries out the disease from beginning to end.According to the idea of supporting sores and removing blood stasis,the self-made Xiaoyong Yukui Decoction can support sores to generate new ones,remove blood stasis and eliminate stagnation,and help regulate cold and heat,so as to strengthen the health and reduce toxin,remove blood stasis and unblock collaterals,so that the pathogenic factors can be removed and health can be restored,and the internal ulcer can heal,achieving good clinical efficacy in treating recurrent ulcerative colitis.