1.Machine Learning-Based Computed Tomography-Derived Fractional Flow Reserve Predicts Need for Coronary Revascularisation Prior to Transcatheter Aortic Valve Implantation
Kai Dick David LEUNG ; Pan Pan NG ; Boris Chun Kei CHOW ; Keith Wan Hang CHIU ; Neeraj Ramesh MAHBOOBANI ; Yuet-Wong CHENG ; Eric Chi Yuen WONG ; Alan Ka Chun CHAN ; Augus Shing Fung CHUI ; Michael Kang-Yin LEE ; Jonan Chun Yin LEE
Cardiovascular Imaging Asia 2025;9(1):2-8
Objective:
Patients with severe symptomatic aortic stenosis are assessed for coronary artery disease (CAD) prior to transcatheter aortic valve implantation (TAVI) with treatment implications. Invasive coronary angiography (ICA) is the recommended modality but is associated with peri-procedural complications. Integrating machine learning (ML)-based computed tomography-derived fractional flow reserve (CT-FFR) into existing TAVI-planning CT protocol may aid exclusion of significant CAD and thus avoiding ICA in selected patients.
Materials and Methods:
A single-center, retrospective study was conducted, 41 TAVI candidates with both TAVI-planning CT and ICA performed were analyzed. CT datasets were evaluated by a ML-based CT-FFR software. Beta-blocker and nitroglycerin were not administered in these patients. The primary outcome was to identify significant CAD. The diagnostic performance of CT-FFR was compared against ICA.
Results:
On per-patient level, the sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV) and diagnostic accuracy were 89%, 94%, 80%, 97% and 93%, respectively. On per-vessel level, the sensitivity, specificity, PPV, NPV and diagnostic accuracy were 75%, 94%, 67%, 96% and 92%, respectively. The area under the receiver operative characteristics curve per individual coronary vessels yielded overall 0.90 (95% confidence interval 85%–95%). ICA may be avoided in up to 80% of patients if CT-FFR results were negative.
Conclusion
ML-based CT-FFR can provide accurate screening capabilities for significant CAD thus avoiding ICA. Its integration to existing TAVI-planning CT is feasible with the potential of improving the safety and efficiency of pre-TAVI CAD assessment.
2.Screening of soil biocontrol bacteria and evaluation of their control effects on Fusarium head blight of wheat.
Dongfang WANG ; Xinxin ZHAI ; Chunlin YANG ; Huilan ZHANG ; Jie WU ; Zerong SONG ; Pan ZHAO ; Yu CHI
Chinese Journal of Biotechnology 2025;41(10):3764-3773
Fusarium head blight (FHB), caused by Fusarium graminearum, not only leads to severe yield losses but also poses a threat to food safety due to the mycotoxins produced by the pathogen. Since this disease is preventable but not curable, the current control mainly relies on chemical fungicides, the long-term use of which may lead to pathogen resistance and environmental pollution. To develop green control methods, we screened 13 biocontrol strains from the rhizosphere soil of wheat, among which strain No. 12 (identified as Pythium aphanidermatum) showed significant antifungal effects. In the plate confrontation test, this strain reduced the colony diameter of the pathogen by 69.2% (1.47 mm vs. 4.78 mm in the control group), with an inhibition rate of 77% (P < 0.01). Microscopic observation revealed obvious deformations in the pathogen hyphae, suggesting a lysing effect. The coleoptile experiment further confirmed that the pre-treatment with this strain reduced the incidence rate to 0. These findings provide new candidate strains for the biocontrol of FHB and offer a scientific basis for reducing the use of chemical fungicides and promoting sustainable agricultural development.
Triticum/growth & development*
;
Fusarium/growth & development*
;
Plant Diseases/prevention & control*
;
Soil Microbiology
;
Pest Control, Biological/methods*
;
Pythium/physiology*
;
Biological Control Agents
;
Rhizosphere
;
Fungicides, Industrial
3.Air pollution exposure associated with decline rates in skeletal muscle mass and grip strength and increase rate in body fat in elderly: a 5-year follow-up study.
Chi-Hsien CHEN ; Li-Ying HUANG ; Kang-Yun LEE ; Chih-Da WU ; Shih-Chun PAN ; Yue Leon GUO
Environmental Health and Preventive Medicine 2025;30():56-56
BACKGROUND:
The effect of air pollution on annual change rates in grip strength and body composition in the elderly is unknown.
OBJECTIVES:
This study evaluated the effects of long-term exposure to ambient air pollution on change rates of grip strength and body composition in the elderly.
METHODS:
In the period 2016-2020, grip strength and body composition were assessed and measured 1-2 times per year in 395 elderly participants living in the Taipei basin. Exposure to ambient fine particulate matters (PM2.5), nitric dioxide (NO2), and ozone (O3) from 2015 to 2019 was estimated using a hybrid Kriging/Land-use regression model. In addition, long-term exposure to carbon monoxide (CO) was estimated using an ordinary Kriging approach. Associations between air pollution exposures and annual changes in health outcomes were analyzed using linear mixed-effects models.
RESULTS:
An inter-quartile range (4.1 µg/m3) increase in long-term exposure to PM2.5 was associated with a faster decline rate in grip strength (-0.16 kg per year) and skeletal muscle mass (-0.14 kg per year), but an increase in body fat mass (0.21 kg per year). The effect of PM2.5 remained robust after adjustment for NO2, O3 and CO exposure. In subgroup analysis, the PM2.5-related decline rate in grip strength was greater in participants with older age (>70 years) or higher protein intake, whereas in skeletal muscle mass, the decline rate was more pronounced in participants having a lower frequency of moderate or strenuous exercise. The PM2.5-related increase rate in body fat mass was higher in participants having a lower frequency of strenuous exercise or soybean intake.
CONCLUSIONS
Among the elderly, long-term exposure to ambient PM2.5 is associated with a faster decline in grip strength and skeletal muscle mass, and an increase in body fat mass. Susceptibility to PM2.5 may be influenced by age, physical activity, and dietary protein intake; however, these modifying effects vary across different health outcomes, and further research is needed to clarify their mechanisms and consistency.
Humans
;
Hand Strength
;
Aged
;
Male
;
Female
;
Environmental Exposure/adverse effects*
;
Follow-Up Studies
;
Taiwan
;
Air Pollution/adverse effects*
;
Particulate Matter/adverse effects*
;
Muscle, Skeletal/drug effects*
;
Air Pollutants/adverse effects*
;
Ozone/adverse effects*
;
Aged, 80 and over
;
Adipose Tissue/drug effects*
;
Body Composition/drug effects*
;
Nitrogen Dioxide/adverse effects*
4.Anti-osteoporotic mechanisms of kaempferol based on gut microbiota and comprehensive targeted metabolomics
Zhou LIANG ; Chi ZHANG ; Chengzhen PAN ; Bo YANG ; Zhanglin PU ; Hua LIU ; Jinhui PENG ; Lichun WEN ; Guanhan LING ; Feng CHEN
Chinese Journal of Tissue Engineering Research 2025;29(20):4190-4204
BACKGROUND:Kaempferol has anti-osteoporotic effects,but the mechanisms by which kaempferol regulates gut microbiota and metabolites to prevent and treat osteoporosis remain unclear.OBJECTIVE:To exploring the potential mechanisms by which kaempferol inhibit osteoporosis based on gut microbiota and comprehensive targeted metabolomics.METHODS:Eighteen female Sprague-Dawley rats were randomly divided into three groups:sham operation group,model group,and kaempferol group,with 6 rats in each group.Animal models of osteoporosis were made in the latter two groups through removal of bilateral ovaries.Eight weeks after modeling,the sham operation and model groups were gavaged with distilled water,and the kaempferol group was gavaged with 40 mg/kg kaempferol.Continuous administration in each group was carried out for 12 weeks.Rat fecal samples were collected for 16S rDNA amplicon sequencing to observe changes in the gut microbiota structure.Serum samples were subjected to comprehensive targeted metabolomics analysis using ultra-high performance liquid chromatography-tandem mass spectrometry technology,along with a proprietary database and multivariate statistical analysis.RESULTS AND CONCLUSION:After 12 weeks of continuous intervention,the results of 16S rDNA amplicon sequencing showed that compared with the sham operation group,the abundance of gut microbiota increased in the model group.Compared with the model group,kaempferol group exhibited a statistically significant increase in the abundance of the genus Latilactobacillus(P=0.021),while the abundances of Pantoea(P=0.034),Enterorhabdus(P=0.000),Monoglobus(P=0.024),Butyricimonas(P=0.034),Rothia(P=0.043),and Clostridia(P=0.004)were significantly downregulated.After 12 weeks of continuous intervention,the results of the serum samples analyzed by broad-targeted metabolomics revealed that 120 and 79 metabolites were identified between the sham operation and model groups and between the model and kaempferol groups,respectively.Among the three groups,there were 17 overlapping differentially expressed metabolites,including Cis-aconitic acid,barbituric acid,L-homocitrulline,3,4,5-trimethoxycinnamic acid,L-3-phenyllactic acid,cyclo(pro-pro),L-phenylalanine-L-serine,proline-isoleucine,L-donoraminoacetic acid-L-phenylalanineacetic acid,and phenylalanine-aspartic acid.Most of them belong to amino acids and their metabolites,glycerophospholipids and fatty acyls.The Kyoto Encyclopedia of Genes and Genomes pathways involved in the differential metabolites were mainly enriched in D-amino acid metabolism,histidine metabolism,propionate metabolism,lysine degradation,fatty acid metabolism and sphingolipid metabolism.After 12 weeks of continuous intervention,combined analysis revealed that genera such as Enterorhabdus,Latilactobacillus,Rothia,and Ruminococcus were closely associated with differential serum metabolites.To conclude,kaempferol may exert its anti-osteoporotic effects by modulating the abundance,diversity,and structure of gut microbiota,thereby regulating the metabolism of amino acids,their metabolites,and fatty acids.
5.Role of exosomes on regulatory T cells after radiation irradiation for triple-negative breast cancer cells
Jinli REN ; Chi PAN ; Qingtao NI
Chinese Journal of Radiation Oncology 2025;34(3):289-294
Objective:To investigate the effect of exosomes released from triple-negative breast cancer cells (TNBC) on immune cells after radiotherapy.Methods:When TNBC (3 types: MDA-MB-231, MDA-MB-453, MDA-MB-468) reached 70% confluence, cells were irradiated with a dose of 8 Gy in one group and no intervention was given in the control group. The supernatants were collected at 48 h after irradiation. Subsequently, these supernatants were co-cultured with lymphocytes in peripheral blood mononuclear cells, and the uptake of exosomes by T cells was confirmed by fluorescence microscopy. Meanwhile, the expression of regulatory T cells (Treg) in the cells was detected using flow cytometry. Differences in Treg cell differentiation between two groups were compared by t-test (expressed as Treg cell positivity rate). Results:Transmission electron microscopy scanning and nanoparticle analysis showed that the extracellular vesicles extracted in the experiment were exosomes. Lymphocytes phagocytosed the exosomes and the exosomes were mainly concentrated in the cytoplasm after phagocytosis. Following the co-culture of 3 kinds of lymphocytes with exosomes from TNBC, there was an increase in Treg cell differentiation compared to control group (1.07%, 0.60%, 0.63% vs. 0.30%, P<0.01). In addition, exosomes released from TNBC further increased the differentiation of Treg cells after radiotherapy (MDA-MB-231 cells: 1.07% vs. 1.81%, P<0.01; MDA-MB-453 cells: 0.60% vs. 0.93%, P<0.05). Conclusions:In summary, exosomes released from TNBC can promote the differentiation of Treg cells. In addition, radiotherapy-induced exosomes released by TNBC further exacerbate the differentiation of Treg cell.
6.Efficacy and safety of anlotinib in neoadjuvant treatment of newly diagnosed locally advanced thyroid cancer
Jingya PAN ; Liang SHI ; Jun WANG ; Fei YU ; Chi HUANG ; Tao QIAN ; Shuhang XU ; Feng WANG ; Jianhua WANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(5):276-280
Objective:To evaluate the efficacy and safety of anlotinib neoadjuvant therapy for newly diagnosed locally advanced thyroid cancer (LATC).Methods:Twenty-four newly diagnosed LATC patients (10 males and 14 females, age (47.1±3.3) years) admitted to Affiliated Hospital of Integrated Traditional Chinese and Western Medicine of Nanjing University of Chinese Medicine were prospectively included from January 2023 to April 2024. Patients were given anlotinib neoadjuvant therapy (12mg/d, 2 weeks of medication, 1 week of discontinuation), and the efficacy of the treatment was evaluated by CT and multi-disciplinary treatment at the end of each treatment cycle. Patients assessed as suitable for surgery would be scheduled for surgery, while those who were not suitable for surgery would continue to receive neoadjuvant therapy and periodic evaluations. The primary endpoints were objective response rate (ORR) and disease control rate (DCR), and the R0/1 resection rate and adverse events (AE) after neoadjuvant therapy were observed. Paired- t test was used to analyze the differences between groups, and the Clopper-Person accurate method was used to calculate the bilateral 95% CI of ORR and other indicators. Results:Twenty-four patients received 2(2, 3) cycles of neoadjuvant therapy with anlotinib, of which 23 underwent surgery after anlotinib therapy. After neoadjuvant therapy, the mean maximum diameter of target lesions decreased by 23.5%(95% CI: 2.8%-44.3%) compared with baseline ( t=9.22, P<0.001). The ORR and DCR were 37.5%(95% CI: 18.8%-59.4%) and 100%(95% CI: 85.8%-100%), respectively. About 91.7%(95% CI: 73.0%-99.0%) of patients eventually underwent R0/1 resection. Hand and foot skin reactions, hypertension, oral mucositis, and leukopenia were common AE; grade 4 and 5 AE were not observed. Conclusion:Anlotinib can be safely used as neoadjuvant therapy for newly diagnosed LATC patients with good antitumor effects, providing better surgical opportunities for R0/1 resection.
7.A qualitative study on the implementation status of family doctor contract services from the perspective of contracted residents
Jianhua CHEN ; Zihan PAN ; Xue JIN ; Wenping LI ; Yujing SU ; Hongjing PEI ; Jiapei XU ; Shan SUN ; Chunhua CHI
Chinese Journal of General Practitioners 2025;24(11):1360-1367
Objective:To explore the current implementation status and challenges of family doctor contract services (FDCS) from the perspective of contracted residents.Methods:This qualitative study used purposive sampling to select contracted residents from 11 primary healthcare institutions across five cities in China. Semi-structured interviews were conducted from March to December 2024, covering topics such as awareness of contracting, service experience, health needs, service continuity, and policy recommendations. Thematic framework analysis was applied to organize, code, and summarize the data.Results:A total of 25 contracted residents were interviewed (6 men, 19 women; 11 from central urban areas, 14 from suburban or rural towns; 8 with chronic diseases). Three main themes and ten sub-themes emerged: Theme Ⅰ: Pathways to improved service accessibility (optimized chronic disease management, more efficient referrals, and improved health education). Theme Ⅱ: Structural misalignment between supply and demand (limited specialty services despite patient needs, insufficient coverage and public awareness of home-based medical care, imbalanced human resources, and service disruption due to clinician turnover). Theme Ⅲ: Challenges in service awareness and communication mechanisms (information asymmetry and public misperception regarding FDCS, perverse incentives in administrative performance evaluation, and communication barriers in building patient-doctor trust).Conclusions:While FDCS has shown progress in chronic disease management, referral coordination, and health education, structural supply-demand gaps and communication challenges continue to hinder service quality. Improvements in resource allocation and service models are needed to support high-quality development.
8.Research on automatic classification of bone marrow cells based on microscopic hyperspectral imaging technology and deep learning
Shaomei LIU ; Chi WANG ; Yuling PAN ; Gaixia LIU ; Yingjiao SHA ; Lei LIN ; Jian DU ; Zhoufeng ZHANG ; Mianyang LI
Chinese Journal of Laboratory Medicine 2025;48(5):616-622
Objective:To establish an automatic classification approach for bone marrow cells based on microscopic hyperspectral imaging and three-dimensional spectral convolutional neural network (Spec-CNN).Methods:The research type is establishment of methodology. The study included 306 newly diagnosed patients' bone marrow smears under Wright's staining from the Department of Hematology of the First Medical Center of the PLA General Hospital from November 1st, 2013 to April 30th, 2024. The high-spectrum data and 4k image data of bone marrow cells were simultaneously collected using a microscopic hyperspectral-4k optical path integrated imaging system (with a spectral resolution of 400—1 000 nm). The high-spectrum data was used for model training, while the 4k image data recognized by morphologists was only used as a reference for labeling the high-spectrum data. The high-spectrum data set was divided into training set, validation set and test set in a ratio of 14∶6∶5. The training set and validation set were used to train and fine-tune the Spec-CNN model, and the test set was used to evaluate the model performance. The sensitivity, specificity ,accuracy ,and Kappa coefficient were calculated for comparing the manual annotation results as gold standard with the intelligent identification results of the Spec-CNN model. Five non-data set samples were used for external validation.Results:The acquired hyperspectral data and 4k imaging dataset comprised of 32 categories and 64 800 bone marrow cells. In the test set, the Spec-CNN model demonstrated weighted-average indicators on classification metrics across 32 cell types: sensitivity 87.79%, specificity 99.31%, and accuracy 98.78%, and Kappa coefficient 0.869. For external validation, the mean correct identification rate of bone marrow cells reached 83.28%.Conclusion:We successfully established an automatic classification method of bone marrow cells based on microscopic hyperspectral imaging and three-dimensional Spec-CNN. This method has a good automatic classification ability for 32 types of bone marrow nucleated cells, which has a certain auxiliary effect on improving the diagnosis efficiency of blood diseases for bone marrow morphologists.
9.The practice of integrating party building and business in public hospitals:a case study of a hospital's"receiving complaints and handling them immediately"mechanism
Jing LI ; Jing LI ; Pinpin CHI ; Feng PAN
Modern Hospital 2025;25(1):27-30
This study explores the integration of party building and business development in public hospitals.Taking the"Receiving Complaints and Handling Them Immediately"mechanism of a hospital as a case study,it analyzes the intrinsic con-nection and mutual influence between party building and business integration.The study found that closely integrating party build-ing with hospital business not only helps improve overall operational efficiency and service quality but also promotes the sustained and healthy development of the hospital.This article proposes specific measures and suggestions to promote the integration of party building and business in public hospitals,including strengthening party building leadership,improving institutional guarantees,and innovating integration methods.These suggestions aim to provide useful references for public hospitals to achieve deep inte-gration of party building and business.
10.Laparoscopic and robotic ultralow sphincter-saving operation and intersphincteric resection for rectal cancer:prevention and management for major complications
Chinese Journal of Gastrointestinal Surgery 2025;28(4):346-352
In laparoscopic and robot-assisted ultra-low sphincter-saving surgeries for rectal cancer, preserving sexual function, preventing anastomotic leakage, anastomotic stricture, and low anterior resection syndrome (LARS) is critical to ensuring a good postoperative quality of life. The primary strategy for preventing postoperative sexual dysfunction is the meticulous preservation of the autonomic nerves, particularly the neurovascular bundles in the prostate area, guided by precise anatomical dissection. Partial preservation of the Denonvilliers fascia during total mesorectal excision (TME) not only helps protect the anterior mesorectum but also safeguards the neurovascular bundles. To prevent anastomotic leakage, it is essential to achieve clear oncologic margins, ensure a robust blood supply to both the proximal and distal margins, maintain a tension-free anastomosis, and avoid thermal or radiation injury whenever possible. In elderly patients with metabolic diseases, persistent descending mesocolon, or those undergoing neoadjuvant chemoradiotherapy, selective preservation of the left colic artery may be considered. Additionally, reinforcing the anastomosis with sutures at the 'dog-ear' site, closing the pelvic peritoneum, and placing a transanal tube for drainage are beneficial strategies. Early identification of anastomotic leakage and timely intervention to ensure drainage can prevent delayed leakage, strictures, and the structural sequelae of anastomotic failure. To minimize fecal dysfunction, selective exemption from radiotherapy may be beneficial for mid-to-high rectal cancer, while for low rectal cancer, reconstruction of J-pouch reservoirs, end-to-side anastomosis, and transverse coloplasty can help reduce the incidence of severe low anterior resection syndrome. Additionally, for low rectal cancer following neoadjuvant therapy, a selective rectum-preserving strategy that avoids major surgery can effectively prevent these complications.

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