1.MADS-Net: a Multi-scale Attention and Dynamic Sparse Mask Fusion Network for Electrical Impedance Tomography Image Reconstruction in Breast Screening
Cheng-Tao YU ; Jia-Hui WANG ; Song-Pei HU ; Huai-Jin CHEN ; Li DING ; Xia YE ; Jia-Feng YAO
Progress in Biochemistry and Biophysics 2026;53(9):2480-2496
ObjectiveTo address the key challenges in breast electrical impedance tomography (EIT) reconstruction including the severe ill‑posedness of the inverse problem, limited measurement information from the electrodes, low contrast of small lesions, as well as the common drawbacks of traditional reconstruction methods such as boundary blurring, low spatial resolution, and weak small-target detection capability, and to overcome the limitations of existing deep learning approaches namely low training efficiency, insufficient physical consistency, and substantial information loss during the low‑to‑high dimensional mapping process, this study proposes a multi‑scale attention and dynamic sparse mask fusion network (MADS‑Net). The proposed method aims to enhance high‑resolution reconstruction accuracy, small-lesion detectability, noise robustness, and computational efficiency in breast‑screening-oriented EIT, thereby providing a feasible solution for the application of EIT in breast functional imaging. MethodsThe proposed network adopts a strategy of “locate first, reconstruct later”. It realizes adaptive allocation of computational resources through a dynamic mask module, alleviates information loss in the low-to-high dimensional mapping process via a multi-scale attention mechanism, and embeds physical constraints to improve the physical rationality of reconstruction results. The performance of the proposed method was validated through systematic numerical simulations, agar phantom experiments, and porcine tissue experiments. Comparisons were made with mainstream methods including the Gauss-Newton algorithm, convolutional neural networks, U-Net, and Deep D-Bar. The image correlation coefficient (ICC), root mean square error (RMSE), and peak signal-to-noise ratio (PSNR) were adopted as quantitative evaluation metrics. Furthermore, lesion‑level evaluation metrics were introduced to assess the capability of different methods in reconstructing abnormal target boundaries and small‑sized target regions. ResultsExperimental results demonstrate that MADS-Net outperforms all comparison methods across all test scenarios. In numerical simulations, it achieves higher accuracy in target morphology and spatial location recovery as well as better background suppression. In agar phantom experiments, its detection and imaging reliability for small targets is significantly superior to the comparison methods. In porcine tissue experiments, the model maintains good generalization performance and can adapt to complex biological tissue imaging scenarios. Quantitative results show that MADS-Net achieves an average ICC of 0.917 6±0.048 8, an RMSE as low as0.060 6±0.031 6, and a PSNR of (23.893 9±2.685 3) dB. It successfully detects tiny targets as small as 5 mm within a 100 mm diameter sensing field, reduces the total training duration by 23.5% compared with the baseline method, and maintains stable reconstruction performance even under strong noise interference. ConclusionThe results demonstrate that MADS-Net achieves favorable EIT reconstruction performance in numerical simulations, agar phantom experiments, and porcine tissue experiments, even under common practical imaging challenges including low signal-to-noise ratio and blurred tissue boundaries. This study provides a methodological reference for further research on EIT in breast-screening-related scenarios and other medical functional imaging tasks, and also offers a low-cost, radiation-free alternative for breast lesion screening that aligns with the clinical demand for non-invasive diagnostic tools. It should be noted that real clinical breast data have not yet been used for validation in this study, and the clinical applicability of the proposed method requires further investigation. Future work will prioritize collecting multi-center real clinical breast datasets, and further optimize the model’s generalization ability to adapt to individual differences in breast tissue composition to promote its clinical application.
2.Research on the impact of physician's compensation payment methods on medical service behavior:A scoping review
Qiang YAO ; Yue-fang JIAO ; Xiao-dan ZHANG ; Ya-qi RAO ; Hui-ling ZHENG ; Mian XIA
Chinese Journal of Health Policy 2025;18(4):25-35
Objective:To systematically analyze the impact of various physician payment methods on medical service delivery behavior and outcomes.Methods:Based on the scoping review method,2 255 documents related to"physician","compensation","payment method",and"physician behavior"were retrieved from Web of Science,CNKI,VIP,and WanFang databases,and finally 70 studies were included based on scientific screening standards and process.Results:Fee-for-service encourages physicians to deliver an adequate volume of services but is susceptible to overtreatment;salary and capitation assist in controlling costs but can lead to insufficient service provision;the advantages of DRG/DIP in the quantity and quality of medical services weaken as the patient's condition worsens.Mixed payment methods can effectively balance the quantity and cost of medical services,while pay-for-performance is generally outstanding in improving quality.Conclusions:It is difficult for a single payment method to achieve the optimization of medical service delivery behavior and outcomes.A mixed payment system that integrates multiple payment methods with quality incentives must be established urgently.At the same time,it is recommended to deepen the reform of the mechanism for converting medical insurance balance into physician compensation,fully implement the allocation autonomy of public hospitals,and accelerate the establishment of a mixed physician payment method that is coordinated with medical insurance payment and performance appraisal.
3.Glucocorticoid Discontinuation in Patients with Rheumatoid Arthritis under Background of Chinese Medicine: Challenges and Potentials Coexist.
Chuan-Hui YAO ; Chi ZHANG ; Meng-Ge SONG ; Cong-Min XIA ; Tian CHANG ; Xie-Li MA ; Wei-Xiang LIU ; Zi-Xia LIU ; Jia-Meng LIU ; Xiao-Po TANG ; Ying LIU ; Jian LIU ; Jiang-Yun PENG ; Dong-Yi HE ; Qing-Chun HUANG ; Ming-Li GAO ; Jian-Ping YU ; Wei LIU ; Jian-Yong ZHANG ; Yue-Lan ZHU ; Xiu-Juan HOU ; Hai-Dong WANG ; Yong-Fei FANG ; Yue WANG ; Yin SU ; Xin-Ping TIAN ; Ai-Ping LYU ; Xun GONG ; Quan JIANG
Chinese journal of integrative medicine 2025;31(7):581-589
OBJECTIVE:
To evaluate the dynamic changes of glucocorticoid (GC) dose and the feasibility of GC discontinuation in rheumatoid arthritis (RA) patients under the background of Chinese medicine (CM).
METHODS:
This multicenter retrospective cohort study included 1,196 RA patients enrolled in the China Rheumatoid Arthritis Registry of Patients with Chinese Medicine (CERTAIN) from September 1, 2019 to December 4, 2023, who initiated GC therapy. Participants were divided into the Western medicine (WM) and integrative medicine (IM, combination of CM and WM) groups based on medication regimen. Follow-up was performed at least every 3 months to assess dynamic changes in GC dose. Changes in GC dose were analyzed by generalized estimator equation, the probability of GC discontinuation was assessed using Kaplan-Meier curve, and predictors of GC discontinuation were analyzed by Cox regression. Patients with <12 months of follow-up were excluded for the sensitivity analysis.
RESULTS:
Among 1,196 patients (85.4% female; median age 56.4 years), 880 (73.6%) received IM. Over a median 12-month follow-up, 34.3% (410 cases) discontinued GC, with significantly higher rates in the IM group (40.8% vs. 16.1% in WM; P<0.05). GC dose declined progressively, with IM patients demonstrating faster reductions (median 3.75 mg vs. 5.00 mg in WM at 12 months; P<0.05). Multivariate Cox analysis identified age <60 years [P<0.001, hazard ratios (HR)=2.142, 95% confidence interval (CI): 1.523-3.012], IM therapy (P=0.001, HR=2.175, 95% CI: 1.369-3.456), baseline GC dose ⩽7.5 mg (P=0.003, HR=1.637, 95% CI: 1.177-2.275), and absence of non-steroidal anti-inflammatory drugs use (P=0.001, HR=2.546, 95% CI: 1.432-4.527) as significant predictors of GC discontinuation. Sensitivity analysis (545 cases) confirmed these findings.
CONCLUSIONS
RA patients receiving CM face difficulties in following guideline-recommended GC discontinuation protocols. IM can promote GC discontinuation and is a promising strategy to reduce GC dependency in RA management. (Trial registration: ClinicalTrials.gov, No. NCT05219214).
Adult
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Aged
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Female
;
Humans
;
Male
;
Middle Aged
;
Arthritis, Rheumatoid/drug therapy*
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Glucocorticoids/therapeutic use*
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Medicine, Chinese Traditional
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Retrospective Studies
4.Pathogenesis and Therapeutic Approaches of Systemic Lupus Erythematosus Secondary Gynecological and Obstetric Diseases Based on the Theory of "Bi (痹) of both Body and Viscera"
Hui XU ; Quan JIANG ; Congmin XIA ; Rouman ZHANG ; Xun GONG ; Chuanhui YAO ; Zixia LIU ; Yuchen YANG ; Xieli MA
Journal of Traditional Chinese Medicine 2025;66(23):2438-2442
Systemic lupus erythematosus (SLE) may lead to secondary gynecological and obstetric disorders such as decreased ovarian reserve function, menstrual abnormalities, and adverse pregnancy outcomes. Based on "bi (痹) of both body and viscera" theory, this paper proposed that the core mechanism of SLE secondary gynecological and obstetric diseases lies in the mutual transformation between "body bi" and "viscera bi", which together affect the uterus. Physiologically, uterus forms an internal-external network with the body and viscera through the meridians and blood vessels. Pathologically, when the healthy qi is deficient, nourishment of the body and viscera is impaired; when toxins and stasis accumulate, pathogenic factors disturb the uterus through the chong (冲) and ren (任) meri-dians. The resulting obstruction in the uterus can, in turn, manifest externally and aggravate damage to the body and viscera. Therefore, the pathogenesis of SLE secondary gynecological and obstetric diseases follows a dynamic trajectory of "body bi first, body bi affecting viscera, and then bi of both body and viscera". In treatment, the principle of harmonizing and balancing the healthy qi is emphasized. The main approach is to regulate the viscera, stabilize the body, and nourish the uterus, with the coordination of nourishing the viscera through the body, thereby achieving simultaneous treatment of both body and viscera. This highlights the guiding significance of the "bi of both body and viscera" theory in preventing and treating SLE secondary gynecological and obstetric diseases.
5.Research on the impact of physician's compensation payment methods on medical service behavior:A scoping review
Qiang YAO ; Yue-fang JIAO ; Xiao-dan ZHANG ; Ya-qi RAO ; Hui-ling ZHENG ; Mian XIA
Chinese Journal of Health Policy 2025;18(4):25-35
Objective:To systematically analyze the impact of various physician payment methods on medical service delivery behavior and outcomes.Methods:Based on the scoping review method,2 255 documents related to"physician","compensation","payment method",and"physician behavior"were retrieved from Web of Science,CNKI,VIP,and WanFang databases,and finally 70 studies were included based on scientific screening standards and process.Results:Fee-for-service encourages physicians to deliver an adequate volume of services but is susceptible to overtreatment;salary and capitation assist in controlling costs but can lead to insufficient service provision;the advantages of DRG/DIP in the quantity and quality of medical services weaken as the patient's condition worsens.Mixed payment methods can effectively balance the quantity and cost of medical services,while pay-for-performance is generally outstanding in improving quality.Conclusions:It is difficult for a single payment method to achieve the optimization of medical service delivery behavior and outcomes.A mixed payment system that integrates multiple payment methods with quality incentives must be established urgently.At the same time,it is recommended to deepen the reform of the mechanism for converting medical insurance balance into physician compensation,fully implement the allocation autonomy of public hospitals,and accelerate the establishment of a mixed physician payment method that is coordinated with medical insurance payment and performance appraisal.
6.Research Progress of Biomimetic Imprinting Affinity Analysis Technique
Zhao-Zhou LI ; Yu-Hua WEI ; Xiao-Chong ZHANG ; Xiu-Jin CHEN ; Yao WANG ; Hua-Wei NIU ; Fang LI ; Hong-Li GAO ; Hui-Chun YU ; Yun-Xia YUAN
Chinese Journal of Analytical Chemistry 2024;52(6):763-777
Molecular imprinting is a biomimetic technique that simulates the specific recognition of biological macromolecules such as antibody. Based on molecular imprinting and high-specificity affinity analysis,the biomimetic imprinting affinity analysis (BIA) possesses many advantages such as high sensitivity,strong tolerance,good specificity and low cost,and thus,it has shown excellent prospects in food safety detection,pharmaceutical analysis and environmental pollution monitoring. In this review,the construction methods of recognition interfaces for BIA were summarized,including bulk polymerization,electro-polymerization and surface molecular imprinting. The application of molecularly imprinted polymers in different analysis methods,such as radiolabeled affinity analysis,enzyme-labeled affinity analysis,fluorescence-labeled affinity analysis,chemiluminescence affinity analysis and electrochemical immunosensor was mainly discussed. Furthermore,the challenges and future development trends of BIA in practical application were elucidated. This review might provide new reference ideas and technical supports for the further development of BIA technique.
7.Chemical diversity of azaphilones from the marine-derived fungus Talaromyces sp. HK1-18
Jia-cheng XUE ; Zhong-hui LI ; Bao-cong HAO ; Yao-yao ZHENG ; Xia-hao ZHU ; Zhi-xin CHEN ; Min CHEN
Acta Pharmaceutica Sinica 2024;59(5):1478-1483
GNPS-based mass spectrum-molecular networks is an effective strategy for rapidly identifying known natural products and discovering novel structures. The chemical diversity of azaphilones from the fermentation extracts of
8.Role of miR-27a-3p/PSEN1 in sevoflurane induced neurocognitive dysfunction
Jing HAN ; Ya-Hui WAN ; Xiao-Xia YANG ; Xiao-Juan YAO ; Yan CHENG
The Chinese Journal of Clinical Pharmacology 2024;40(11):1583-1587
Objective To investigate the role of miR-27a-3p in sevoflurane-induced neurocognitive dysfunction.Methods Bioinformatics prediction and validation:Predicted the target genes of miR-27a-3p using bioinformatics databases,and verified the interaction between miR-27a-3p and target genes using dual-luciferase reporter gene assay and Western blot.Cell experiments:Cells were divided into two groups,the miR-27a-3p interference control(Sevo+NC)group was transfected with miR-27a-3p interference control plasmid,and the miR-27a-3p interference treatment(Sevo+anti-miR-27a-3p)group was transfected with miR-27a-3p interference plasmid.Before transfection,the plasmids were treated with 4%sevoflurane for 6 h.Western blot was used to detect the protein expression levels of tau and phosphorylaed tau(p-tau)in SY5Y cells of each group.Animal experiments:Mice were randomly divided into control group(no treatment),sevoflurane group(treated with 4%sevoflurane only),miR-27a-3p interference control group(Sevo+NC,injected with miR-27a-3p interference control plasmid after 4%sevoflurane treatment)and miR-27a-3p interference treatment group(Sevo+anti-miR-27-3p,injected with miR-27a-3p interference plasmid after 4%sevoflurane treatment).The neurocognitive abilities of mice were tested using the water maze experiment,and the level of tau phosphorylation in the hippocampal tissue of mice was detected by immunofluorescence.Results Bioinformatics prediction and validation:Bioinformatics prediction suggested that presenilin 1(PSEN1)might be a target gene of miR-27 a-3p.Dual-luciferase reporter gene assay and Western blot showed that miR-27 a-3p interacted with PSEN1.Cell experiments:The levels of p-tau in Sevo+NC group and Sevo+anti-miR27-3p group were 0.69±0.08 and 0.21±0.05,respectively.Animal experiments:The escape latency times of the control group,sevoflurane group,Sevo+NC group and Sevo+anti-miR-27-3p group were(27.54±3.67),(52.38±6.12),(55.16±5.79)and(38.46±4.78)s,respectively;the results of the novel object exploration index were 0.78±0.11,0.31±0.07,0.33±0.06,and 0.57±0.08,respectively.Immunofluorescence detection showed a significant decrease in p-tau levels in the hippocampal tissue of mice(P<0.05).Conclusion miR-27 a-3p regulates the p-tau protein by targeting the PSEN1 gene,and interfering with miR-27 a-3p can alleviate sevoflurane-induced neurocognitive dysfunction in mice.
9.TSHR Variant Screening and Phenotype Analysis in 367 Chinese Patients With Congenital Hypothyroidism
Hai-Yang ZHANG ; Feng-Yao WU ; Xue-Song LI ; Ping-Hui TU ; Cao-Xu ZHANG ; Rui-Meng YANG ; Ren-Jie CUI ; Chen-Yang WU ; Ya FANG ; Liu YANG ; Huai-Dong SONG ; Shuang-Xia ZHAO
Annals of Laboratory Medicine 2024;44(4):343-353
Background:
Genetic defects in the human thyroid-stimulating hormone (TSH) receptor (TSHR) gene can cause congenital hypothyroidism (CH). However, the biological functions and comprehensive genotype–phenotype relationships for most TSHR variants associated with CH remain unexplored. We aimed to identify TSHR variants in Chinese patients with CH, analyze the functions of the variants, and explore the relationships between TSHR genotypes and clinical phenotypes.
Methods:
In total, 367 patients with CH were recruited for TSHR variant screening using whole-exome sequencing. The effects of the variants were evaluated by in-silico programs such as SIFT and polyphen2. Furthermore, these variants were transfected into 293T cells to detect their Gs/cyclic AMP and Gq/11 signaling activity.
Results:
Among the 367 patients with CH, 17 TSHR variants, including three novel variants, were identified in 45 patients, and 18 patients carried biallelic TSHR variants. In vitro experiments showed that 10 variants were associated with Gs/cyclic AMP and Gq/11 signaling pathway impairment to varying degrees. Patients with TSHR biallelic variants had lower serum TSH levels and higher free triiodothyronine and thyroxine levels at diagnosis than those with DUOX2 biallelic variants.
Conclusions
We found a high frequency of TSHR variants in Chinese patients with CH (12.3%), and 4.9% of cases were caused by TSHR biallelic variants. Ten variants were identified as loss-of-function variants. The data suggest that the clinical phenotype of CH patients caused by TSHR biallelic variants is relatively mild. Our study expands the TSHR variant spectrum and provides further evidence for the elucidation of the genetic etiology of CH.
10.Simultaneous content determination of twelve constituents in Bushen Huoxue Sanjie Capsules by HPLC
Ji-Yao YIN ; Jing HU ; Xia SHEN ; Xiao-Min CUI ; Hui REN ; Tong QU ; Ning LI ; Wen-Jin LU ; Zhi-Yong CHEN ; Kai QU
Chinese Traditional Patent Medicine 2024;46(1):1-6
AIM To establish an HPLC method for the simultaneous content determination of gallic acid,protocatechuic acid,morroniside,loganin,sweroside,paeoniflorin,hypericin,astragalin,salvianolic acid B,salvianolic acid A,epimedin C and icariin in Bushen Huoxue Sanjie Capsules.METHODS The analysis was performed on a 30℃thermostatic Agilent 5 TC-C18 column(250 mm×4.6 mm,5 μm),with the mobile phase comprising of acetonitrile-0.1%phosphoric acid flowing at 1.0 mL/min in a gradient elution manner,and the detection wavelength was set at 240 nm.RESULTS Twelve constituents showed good linear relationships within their own ranges(r≥0.999 8),whose average recoveries were 97.11%-101.14%with the RSDs of 0.60%-2.65%.CONCLUSION This simple,accurate and reproducible method can be used for the quality control of Bushen Huoxue Sanjie Capsules.

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