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*

The manufacturing process is crucial for ensuring the safety and efficacy of traditional Chinese medicine(TCM) preparations. Using advanced technologies, innovative methods, and new equipment tailored for TCM to enhance the quality control of TCM preparations in the manufacturing process helps to ensure the product quality and foster high-quality development of the TCM industry. Upon current technical requirements, such as Guideline for Studies on Pharmaceutical Changes in Marketed Traditional Chinese Medicine Preparations(Trial) and Guideline for Study on Quality Control in Manufacturing Process of Oral Traditional Chinese Medicine Preparations(Trial), this paper analyzes the characteristics and current development of quality control in the manufacturing process of TCM preparations. It also discusses the significant roles that quality control in manufacturing process plays in ensuring the quality consistency and in the evaluation and decision-making of changes in marketed TCM preparations. Furthermore, to benefit the high-quality development of the TCM industry, this paper offers recommendations for improving quality control of TCM preparations in the manufacturing process and implementing new technologies and methods.
Quality Control ; Drugs, Chinese Herbal/chemistry* ; Medicine, Chinese Traditional/standards* ; Decision Making ; Humans

OBJECTIVE: To assess the efficacy of Qingda Granule (QDG) in ameliorating hypertension-induced cardiac damage and investigate the underlying mechanisms involved. METHODS: Twenty spontaneously hypertensive rats (SHRs) were used to develope a hypertension-induced cardiac damage model. Another 10 Wistar Kyoto (WKY) rats were used as normotension group. Rats were administrated intragastrically QDG [0.9 g/(kg•d)] or an equivalent volume of pure water for 8 weeks. Blood pressure, histopathological changes, cardiac function, levels of oxidative stress and inflammatory response markers were measured. Furthermore, to gain insights into the potential mechanisms underlying the protective effects of QDG against hypertension-induced cardiac injury, a network pharmacology study was conducted. Predicted results were validated by Western blot, radioimmunoassay immunohistochemistry and quantitative polymerase chain reaction, respectively. RESULTS: The administration of QDG resulted in a significant decrease in blood pressure levels in SHRs (P<0.01). Histological examinations, including hematoxylin-eosin staining and Masson trichrome staining revealed that QDG effectively attenuated hypertension-induced cardiac damage. Furthermore, echocardiography demonstrated that QDG improved hypertension-associated cardiac dysfunction. Enzyme-linked immunosorbent assay and colorimetric method indicated that QDG significantly reduced oxidative stress and inflammatory response levels in both myocardial tissue and serum (P<0.01). CONCLUSIONS Both network pharmacology and experimental investigations confirmed that QDG exerted its beneficial effects in decreasing hypertension-induced cardiac damage by regulating the angiotensin converting enzyme (ACE)/angiotensin II (Ang II)/Ang II receptor type 1 axis and ACE/Ang II/Ang II receptor type 2 axis.
Animals ; Drugs, Chinese Herbal/therapeutic use* ; Hypertension/pathology* ; Renin-Angiotensin System/drug effects* ; Rats, Inbred SHR ; Oxidative Stress/drug effects* ; Male ; Rats, Inbred WKY ; Blood Pressure/drug effects* ; Myocardium/pathology* ; Rats ; Inflammation/pathology*

OBJECTIVE: To evaluate the efficacy and safety of Shexiang Tongxin Dropping Pill (STDP) in treating stable angina patients with phlegm-heat and blood-stasis syndrome by exercise duration and metabolic equivalents. METHODS: This multicenter, randomized, double-blind, placebo-controlled clinical trial enrolled stable angina patients with phlegm-heat and blood-stasis syndrome from 22 hospitals. They were randomized 1:1 to STDP (35 mg/pill, 6 pills per day) or placebo for 56 days. The primary outcome was the exercise duration and metabolic equivalents (METs) assessed by the standard Bruce exercise treadmill test after 56 days of treatment. The secondary outcomes included the total angina symptom score, Chinese medicine (CM) symptom scores, Seattle Angina Questionnaire (SAQ) scores, changes in ST-T on electrocardiogram and adverse events (AEs). RESULTS: This trial enrolled 309 patients, including 155 and 154 in the STDP and placebo groups, respectively. STDP significantly prolonged exercise duration with an increase of 51.0 s, compared to a decrease of 12.0 s with placebo (change rate: -11.1% vs. 3.2%, P<0.01). The increase in METs was significantly greater in the STDP group than in the placebo group (change: -0.4 vs. 0.0, change rate: -5.0% vs. 0.0%, P<0.01). The improvement of total angina symptom scores (25.0% vs. 0.0%), CM symptom scores (38.7% vs. 11.8%), reduction of nitroglycerin consumption (100.0% vs. 11.3%), and all domains of SAQ, were significantly greater with STDP than placebo (all P<0.01). The changes in Q-T intervals at 28 and 56 days from baseline were similar between the two groups (both P>0.05). Twenty-five participants (16.3%) with STDP and 16 (10.5%) with placebo experienced AEs (P=0.131), with no serious AEs observed. CONCLUSION STDP could improve exercise tolerance in patients with stable angina and phlegm-heat and blood stasis syndrome, with a favorable safety profile. (Registration No. ChiCTR-IPR-15006020).
Humans ; Double-Blind Method ; Drugs, Chinese Herbal/adverse effects* ; Male ; Female ; Middle Aged ; Angina, Stable/physiopathology* ; Aged ; Syndrome ; Treatment Outcome ; Placebos ; Tablets

Chronic visceral pain is a persistent and debilitating condition arising from dysfunction or sensitization of the visceral organs and their associated nervous pathways. Increasing evidence suggests that imbalances in central nervous system function play an essential role in the progression of visceral pain, but the exact mechanisms underlying the neural circuitry and molecular targets remain largely unexplored. In the present study, the ventral tegmental area (VTA) was shown to mediate visceral pain in mice. Visceral pain stimulation increased c-Fos expression and Ca²⁺ activity of glutamatergic VTA neurons, and optogenetic modulation of glutamatergic VTA neurons altered visceral pain. In particular, the upregulation of NMDA receptor 2A (NR2A) subunits within the VTA resulted in visceral pain in mice. Administration of a selective NR2A inhibitor decreased the number of visceral pain-induced c-Fos positive neurons and attenuated visceral pain. Pharmacology combined with chemogenetics further demonstrated that glutamatergic VTA neurons regulated visceral pain behaviors based on NR2A. In summary, our findings demonstrated that the upregulation of NR2A in glutamatergic VTA neurons plays a critical role in visceral pain. These insights provide a foundation for further comprehension of the neural circuits and molecular targets involved in chronic visceral pain and may pave the way for targeted therapies in chronic visceral pain.
Animals ; Male ; Visceral Pain/metabolism* ; Up-Regulation/physiology* ; Ventral Tegmental Area/metabolism* ; Receptors, N-Methyl-D-Aspartate/antagonists & inhibitors* ; Neurons/drug effects* ; Mice, Inbred C57BL ; Mice ; Proto-Oncogene Proteins c-fos/metabolism* ; Chronic Pain/metabolism* ; Glutamic Acid/metabolism*

OBJECTIVE: This study aimed to explore the interplay between the life-course body mass index (BMI) trajectories and insulin resistance (IR) on incident diabetes. METHODS: This longitudinal cohort included 2,336 participants who had BMI repeatedly measured 3-8 times between 1989 and 2009, as well as glucose and insulin measured in 2009. BMI trajectories were identified using a latent class growth mixed model. The interplay between BMI trajectories and IR on diabetes was explored using the four-way effect decomposition method. Logistic regression and mediation models were used to estimate the interaction and mediation effects, respectively. RESULTS: Three distinct BMI trajectory groups were identified: low-stable ( n = 1,625), medium-increasing ( n = 613), and high-increasing ( n = 98). Both interaction and mediation effects of BMI trajectories and IR on incident diabetes were significant ( P < 0.05). The proportion of incident diabetes was higher in the IR-obesity than in the insulin-sensitivity (IS) obesity group (18.9% vs. 5.8%, P < 0.001). After adjusting for covariates, the odds ratios (95% confidence intervals) of the IR, IS-obesity, and IR-obesity groups vs. the normal group were 3.22 (2.05, 5.16), 2.05 (1.00, 3.97), and 7.98 (5.19, 12.62), respectively. IR mediated 10.7% of the total effect of BMI trajectories on incident diabetes ( P < 0.001). CONCLUSION We found strong interactions and weak mediation effects of IR on the relationship between life-course BMI trajectories and incident diabetes. IS-obesity is associated with a lower risk of incident diabetes than IR-obesity.
Humans ; Insulin Resistance ; Body Mass Index ; Male ; Female ; Middle Aged ; China/epidemiology* ; Adult ; Longitudinal Studies ; Incidence ; Diabetes Mellitus/epidemiology* ; Aged ; Obesity/epidemiology* ; Diabetes Mellitus, Type 2/epidemiology* ; East Asian People

Objective:To investigate the characteristics of spatiotemporal heterogeneity in pathological grading during the latent and invas-ive growth phases of non-metastatic renal cell carcinoma(RCC)and its correlation with clinical outcomes.Methods:A retrospective analysis was conducted on the case data of 316 RCC patients with local recurrence(LR)and 429 RCC patients with venous tumor thrombus(VTT)who underwent surgical treatment at 13 medical centers in China from January 2003 to December 2023.Pathological grade differences between primary tumor(PT)and LR,and between PT and VTT were selected as scenarios for the application of spatiotemporal heterogen-eity in the dynamic progression of RCC.Pathological grading changes were defined according to a new four-tier scheme(upgrading,down-grading,stable low-grade,and stable high-grade).Stable low-or high-grade was defined as low-grade(WHO/ISUP grade Ⅰ or Ⅱ)or high-grade(WHO/ISUP grade Ⅲ or Ⅳ)in both PT and LR/VTT.Upgrading was defined as low-grade in the PT and high-grade in the LR/VTT;con-versely,downgrading was defined as high-grade in the PT and low-grade in the LR/VTT.The potential influencing factors of pathological grading changes and their impact on patient prognosis were analyzed.Results:The median cancer-specific survival(CSS)for RCC patients with VTT and RCC patients with LR was 83 months and 76 months,respectively.The 5-year CSS rates were 65.6%and 60.6%,respectively.Pathological grading changes were observed in 38.0%of patients with PT and VTT and in 43.6%of patients with PT and LR.Lasso-Logistic re-gression analysis revealed a close correlation between primary tumor necrosis and pathological grading changes.Kaplan-Meier survival curves indicated a significant correlation between pathological grading changes and prognosis.Replacing the pathological grading in Leibovich,UISS,and GRANT scores with pathological grading changes significantly improved the predictive performance of the models(P<0.05).Conclusions:Spatiotemporal heterogeneity in pathological grading exists during the dynamic progression of non-metastatic RCC.Compared to the pathological grading of isolated events,the spatiotemporal variation in pathological grading serves as a more accurate in-dependent prognostic factor for RCC patients with VTT and RCC patients with LR.Incorporating pathological grading changes can signific-antly improve the predictive performance of existing prognostic models.

Objective Polysaccharide is a major active component in Lycium barbarum.the structure and content of polysaccharide are different among different producing districts.At present,most of the quality control methods of Lycium barbarum polysaccharide construct fingerprint from the aspect of monosaccharide composition,but the quality control of Lycium barbarum polysaccharide only by analyzing monosaccharide composition can not fully explain the relationship between structure and Lycium barbarum polysaccharide.Therefore,we established the Needs methylation method of Lycium barbarum polysaccharide fingerprint to achieve quality control of Lycium barbarum from different places by determining the sugar residue linkage mode of Lycium barbarum polysaccharide on the basis of monosaccharide composition.Methods Lycium barbarum polysaccharide was extracted through water extraction followed by alcohol precipitation,and the Needs methylation,complete acid hydrolysis,reduction by NaBH4,acetylation and other methods combined with GC-MS to determine the sugar residue linkage motif of Lycium barbarum polysaccharide.Result The chromatograms of 18 batches of Lycium barbarum polysaccharides were imported into the Chinese Medicine Chromatographic Fingerprint Similarity Evaluation System(2004 edition),combined with chemometrics to evaluate the differences of Lycium barbarum polysaccharide from different origin.The result of similarity showed that the similarity of three batches of Lycium barbarum polysaccharide from Tibet ranged from 0.551 to 0.569,others were more than 0.929.16 common peaks were marked in chromatogram of sugar residue linkage mode,and 10 of them was identified,they are T-Arap,T-Araf,T-Xylp,1,2-Arap,1,3-Rhap,1,5-Araf,T-Glcp,T-Galp,1,4-Glcp,1,6-Galp.The results of HCA,PCA and PLS-DA analysis divided 18 bathes of Lycium barbarum polysaccharide were divided into three categories,and three signature components were screened,which were T-Araf,1,5-Araf and T-Glcp,to judge the differences of Lycium barbarum polysaccharides from different places.Conclusion The Needs methylation fingerprint of 18 batches of Lycium barbarum polysaccharide was established for the first time.The establishment of the fingerprint can provide experimental data reference for the quality control of Lycium barbarum polysaccharide,and further prove the role of polysaccharide in the quality control of Traditional Chinese Medicine.

Coronary perforation is when a contrast agent or blood flows outside a blood vessel through a tear in a coronary artery.In this case,we reported a case of percutaneous coronary intervention for coronary calcified lesions,which led to iatrogenic coronary perforation and cardiac tamponade after the use of Shockwave balloon to treat intracoronary calcified nodules,and the management of PCI-related CAP was systematically reviewed through the literature.

Objective:To summarize the best evidence for the application of massage in the management of meibomian gland dysfunction (MGD) -related dry eye.Methods:A systematic search was conducted in databases and websites including UpToDate, BMJ Best Clinical Practice, Joanna Briggs Institute Evidence-Based Healthcare Center database, National Guideline Clearinghouse, Medlive, PubMed, China National Knowledge Infrastructure, and WanFang data. The search covered literature on massage for MGD-related dry eye, including clinical decisions, best practices, evidence summaries, guidelines, expert consensus, systematic reviews, and randomized controlled trials. The search period extended to December 2023. Two researchers independently evaluated the quality of the literature and extracted and summarized the evidence.Results:A total of nine articles were included: three guidelines, four expert consensus papers, and two systematic reviews. Twenty-five pieces of best evidence were summarized from six aspects: massage practitioners, massage methods and indications, massage instruments and devices, massage duration and frequency, combination therapy, and the safety and efficacy of massage.Conclusions:This study summarizes the best evidence for applying massage in MGD-related dry eye. It is recommended that healthcare professionals apply this evidence in combination with clinical context and patient preferences.