1.Sclera Vessel Segmentation Based on Fusion Filtering and Reflection Suppression
Ming-Xuan FAN ; Zong-Qing MA ; Chu-Xiang GAO ; Yi-Xuan SHI ; Zi-Hang ZHANG ; Zhe-Xuan JIA ; Fan FAN ; Guo-Liang HUANG ; Jiang ZHU
Progress in Biochemistry and Biophysics 2026;53(5):1195-1206
ObjectiveIn traditional Chinese medicine (TCM), the foundational doctrine that the eyes reflect the essence of the internal viscera establishes ocular observation as a cornerstone of diagnostic practice. Specifically, the morphological characteristics and coloration variations of the scleral microvasculature serve as critical clinical indicators for assessing the dynamic balance of Qi and Blood, as well as the pathological status of internal organs. Historically, however, TCM eye diagnosis has relied predominantly on the subjective clinical experience and visual acuity of individual practitioners, leading to inherent challenges in standardization and reproducibility. While automated computer-aided diagnostic systems offer a promising solution, existing vessel segmentation algorithms encounter significant domain-specific bottlenecks when applied to scleral imagery. These challenges primarily stem from the highly reflective and moist nature of the ocular surface, which generates severe reflective interference. Furthermore, the inherent low contrast of fine capillary networks against complex background textures, compounded by non-uniform illumination, frequently results in high false-positive rates, misdetections, and severe vessel fragmentation. To address these critical limitations and advance the objective quantification of TCM diagnostics, this paper proposes a novel, highly robust sclera vessel segmentation framework that innovatively integrates Frangi-Sato dual-filter adaptive enhancement with pixel-level reflection detection. MethodsThe proposed methodology systematically addresses the segmentation pipeline through three synergistic stages. First, to overcome the structural limitations of single-filter approaches, a multi-scale weighted fusion strategy is meticulously designed to harness the complementary extraction capabilities of both Frangi and Sato filters. This adaptive enhancement optimally balances the preservation of main vessel trunk continuity with the heightened sensitivity required for delineating delicate, low-contrast peripheral capillaries. Second, to tackle the persistent issue of reflective highlights, a sophisticated multi-feature synergistic reflection detection module is introduced. By jointly analyzing local information entropy, gradient field variations, and intensity statistical distributions, this module achieves precise, pixel-level identification and elimination of reflective artifacts without compromising the underlying vascular structures. Finally, a dual-level adaptive thresholding strategy, featuring an innovative “core protection” mechanism, is implemented. This critical step effectively suppresses complex background noise while rigorously preserving the structural and topological integrity of the intricate vessel network, preventing the structural breaks often seen in conventional binarization methods. ResultsThe efficacy of the proposed framework was rigorously evaluated using both self-constructed clinical datasets specifically acquired for TCM research and standardized public datasets. Extensive experimental results demonstrate that the proposed method consistently outperforms state-of-the-art traditional approaches and contemporary deep learning models. Specifically, the proposed method achieves a Dice similarity coefficient of approximately 0.71 on the private clinical dataset, and secures the best performance across the majority of quantitative metrics on both datasets. Notably, the framework exhibits exceptional robustness and generalization capabilities in highly challenging scenarios characterized by intense reflective interference, low signal-to-noise ratios, and cross-domain image variations. ConclusionThis study successfully realizes the high-integrity, automated segmentation of scleral vessel networks under complex clinical imaging conditions. By overcoming the fundamental algorithmic challenges of reflection interference and micro-vessel loss, the proposed methodology provides potential support for the digitization, objective standardization, and intelligent advancement of modern TCM eye diagnosis systems.
2.Sclera Vessel Segmentation Based on Fusion Filtering and Reflection Suppression
Ming-Xuan FAN ; Zong-Qing MA ; Chu-Xiang GAO ; Yi-Xuan SHI ; Zi-Hang ZHANG ; Zhe-Xuan JIA ; Fan FAN ; Guo-Liang HUANG ; Jiang ZHU
Progress in Biochemistry and Biophysics 2026;53(5):1195-1206
ObjectiveIn traditional Chinese medicine (TCM), the foundational doctrine that the eyes reflect the essence of the internal viscera establishes ocular observation as a cornerstone of diagnostic practice. Specifically, the morphological characteristics and coloration variations of the scleral microvasculature serve as critical clinical indicators for assessing the dynamic balance of Qi and Blood, as well as the pathological status of internal organs. Historically, however, TCM eye diagnosis has relied predominantly on the subjective clinical experience and visual acuity of individual practitioners, leading to inherent challenges in standardization and reproducibility. While automated computer-aided diagnostic systems offer a promising solution, existing vessel segmentation algorithms encounter significant domain-specific bottlenecks when applied to scleral imagery. These challenges primarily stem from the highly reflective and moist nature of the ocular surface, which generates severe reflective interference. Furthermore, the inherent low contrast of fine capillary networks against complex background textures, compounded by non-uniform illumination, frequently results in high false-positive rates, misdetections, and severe vessel fragmentation. To address these critical limitations and advance the objective quantification of TCM diagnostics, this paper proposes a novel, highly robust sclera vessel segmentation framework that innovatively integrates Frangi-Sato dual-filter adaptive enhancement with pixel-level reflection detection. MethodsThe proposed methodology systematically addresses the segmentation pipeline through three synergistic stages. First, to overcome the structural limitations of single-filter approaches, a multi-scale weighted fusion strategy is meticulously designed to harness the complementary extraction capabilities of both Frangi and Sato filters. This adaptive enhancement optimally balances the preservation of main vessel trunk continuity with the heightened sensitivity required for delineating delicate, low-contrast peripheral capillaries. Second, to tackle the persistent issue of reflective highlights, a sophisticated multi-feature synergistic reflection detection module is introduced. By jointly analyzing local information entropy, gradient field variations, and intensity statistical distributions, this module achieves precise, pixel-level identification and elimination of reflective artifacts without compromising the underlying vascular structures. Finally, a dual-level adaptive thresholding strategy, featuring an innovative “core protection” mechanism, is implemented. This critical step effectively suppresses complex background noise while rigorously preserving the structural and topological integrity of the intricate vessel network, preventing the structural breaks often seen in conventional binarization methods. ResultsThe efficacy of the proposed framework was rigorously evaluated using both self-constructed clinical datasets specifically acquired for TCM research and standardized public datasets. Extensive experimental results demonstrate that the proposed method consistently outperforms state-of-the-art traditional approaches and contemporary deep learning models. Specifically, the proposed method achieves a Dice similarity coefficient of approximately 0.71 on the private clinical dataset, and secures the best performance across the majority of quantitative metrics on both datasets. Notably, the framework exhibits exceptional robustness and generalization capabilities in highly challenging scenarios characterized by intense reflective interference, low signal-to-noise ratios, and cross-domain image variations. ConclusionThis study successfully realizes the high-integrity, automated segmentation of scleral vessel networks under complex clinical imaging conditions. By overcoming the fundamental algorithmic challenges of reflection interference and micro-vessel loss, the proposed methodology provides potential support for the digitization, objective standardization, and intelligent advancement of modern TCM eye diagnosis systems.
3.Potential utility of albumin-bilirubin and body mass index-based logistic model to predict survival outcome in non-small cell lung cancer with liver metastasis treated with immune checkpoint inhibitors.
Lianxi SONG ; Qinqin XU ; Ting ZHONG ; Wenhuan GUO ; Shaoding LIN ; Wenjuan JIANG ; Zhan WANG ; Li DENG ; Zhe HUANG ; Haoyue QIN ; Huan YAN ; Xing ZHANG ; Fan TONG ; Ruiguang ZHANG ; Zhaoyi LIU ; Lin ZHANG ; Xiaorong DONG ; Ting LI ; Chao FANG ; Xue CHEN ; Jun DENG ; Jing WANG ; Nong YANG ; Liang ZENG ; Yongchang ZHANG
Chinese Medical Journal 2025;138(4):478-480
4.Analyzing the evaluation results of healthy enterprises in Hubei Province from 2020 to 2023
Zhe PENG ; Jian HUANG ; Sheng LIU ; Zhongfa JIANG ; Yongxiang YAO ; Liangying MEI
China Occupational Medicine 2025;52(3):299-303
Objective To analyze the evaluation and influencing factors of healthy enterprises in Hubei Province from 2020 to 2023. Methods A total of 351 enterprises participated in the healthy enterprise evaluation in Hubei province were selected as the study subjects using the judgmental sampling method. The differences in evaluation results including scales, industry sector, and ownership type of the enterprises were compared. Results The median and the 25th and 75th percentiles [M (P25, P75)] of the evaluation score among the 351 enterprises was 869 (838, 941) points. The evaluation pass rate was 82.3%. The M(P25, P75) of scores for the management system, health environment, health management and services, health culture, and health outcome review were 183 (174, 192), 190 (181, 198), 340 (321, 376), 133 (122, 142), and 26 (24, 28) points, with the score percentage of 91.5%, 86.4%, 85.0%, 88.7%, and 86.7%, respectively. The deduction rate exceeded 50.0% in six items, which predominantly concentrated within the primary indicator of the health management and services, among the tertiary indicators. The result of multiple linear regression analysis revealed that smaller enterprises had significantly lower evaluation scores (P<0.05), and domestically funded enterprises scored significantly lower than those with investment from Hong Kong, Macao and Taiwan, or foreign investments (all P<0.05). Conclusion Health management and services represent a weak area in healthy enterprise development in Hubei Province. It was suggested to improve policy incentives and support for medium-, small- and micro-sized enterprises, and domestically funded enterprises, to enhance healthy enterprise development levels.
5.Percutaneous vertebroplasty with measured saturated bone cement injection for elderly patients with stage Ⅱ Kümmell's disease: a feasibility and clinical efficacy analysis
Liangbing GUO ; Baotian LI ; Long WANG ; Wentao JIANG ; Peilin LIU ; Kai SU ; Zhe SHAO ; Qingde WANG ; Wei MEI
Chinese Journal of Orthopaedic Trauma 2025;27(4):305-313
Objective:To investigate the feasibility and clinical efficacy of percutaneous vertebroplasty (PVP) with measured saturated bone cement injection in the treatment of elderly patients with stage Ⅱ Kümmell's disease.Methods:A retrospective analysis was conducted to analyze the clinical data of the 41 elderly patients with stage Ⅱ Kümmell's disease who had been treated at Department of Spinal Orthopedics, Zhengzhou Orthopedic Hospital from June 2017 to June 2023 by PVP with bone cement injection into the intravertebral vacuum cleft. According to the amount of bone cement injected, the patients were divided into a saturated volume group (bone cement injection metered ≥ 150% of the cleft volume preoperatively measured) in which there were 21 cases, 4 males and 17 females, aged (78.4±5.2) years and a conventional volume group (bone cement injection metered was 100% to 120% of the cleft volume preoperatively measured) in which there were 20 cases, 6 males and 14 females, aged (79.5±7.4) years. The operative time, vacuum cleft volume measured, actual volume of bone cement injected, and percentage of bone cement injected were compared between the 2 groups. Visual analogue scale (VAS) for pain and Oswestry disability index (ODI) were compared between preoperation, postoperative 3 days, and the final follow-up in the 2 groups, as well as between the 2 groups. Cement leakage and other complications were documented.Results:The differences in the preoperative general data were not statistically significant between the 2 groups, indicating comparability ( P>0.05). All the 41 elderly patients successfully completed their surgery. Follow-up time was (18.1±3.3) months. The operative time [(39.7±7.5) min], actual volume of bone cement injected [(5.6±0.9) mL], and percentage of bone cement injected (1.8%±0.3%) in the saturated volume group were all significantly greater than those in the conventional volume group [(35.5±4.9) min, (4.4±1.0) mL, and 1.2%±0.1%] ( P<0.05). Postoperatively, the incisions healed completely in all patients, with no such complications as cement-related adverse reactions. Cement leakage occurred in 2 patients in the conventional volume group, leading to lumbar pain or discomfort after activity, which was relieved by cement reinforcement and nail-rod internal fixation. VAS pain scores and ODIs at 3 d postoperatively and at the final follow-up were significantly improved in all patients compared with preoperation ( P<0.05). At the final follow-up, both VAS pain score and ODI in the saturated volume group improved significantly greater than those in the conventional volume group ( P<0.05). None of the patients had complications like cement displacement at the final follow-up. Conclusion:PVP with measured saturated bone cement injection into the intravertebral vacuum clefts is a safe and effective treatment for stage Ⅱ Kümmell's disease in elderly patients, offering a new minimally invasive option.
6.Mendelian randomization reveals the effect of plasma lipidomics on pan-creatitis
Qi-rong JIANG ; Zhe-yu NIU ; Fa-ji YANG ; Yi-jie HAO ; Shi-zhe ZHANG ; Jun LU
Chinese Journal of Current Advances in General Surgery 2025;28(6):436-443
Objective:To investigate the causal effects of plasma lipidomics on pancreatitis using Mendelian ran-domization(MR)and evaluate the roles of intra-pancreatic fat deposition(IPFD)and gallstone disease in this relation-ship.Methods:A bidirectional MR analysis was conducted,with 179 plasma lipids as exposures and acute pancreati-tis(AP)and chronic pancreatitis(CP)as outcomes.Data were sourced from genome-wide association studies(GWAS),the UK Biobank,and the FinnGen project.Two-step Mendelian randomization(TSMR)and multivariable Mendelian ran-domization(MVMR)analyses were applied to assess the mediating roles of IPFD and gallstone disease in the associa-tion between plasma lipids and pancreatitis.Results:MR analysis identified two sterols negatively associated with AP(P<0.05)and seven sterols negatively associated with CP(P<0.05).One phospholipid showed a positive association with CP(P<0.05).IPFD was positively associated with both AP and CP.Gallstone disease was confirmed as a risk fac-tor for AP.However,TSMR analysis indicated that neither IPFD nor gallstone disease mediated the relationship be-tween plasma lipids and pancreatitis.Conclusion:The causal relationship exists among plasma lipomics and AP/CP,also between IPFD,cholelithiasis and pancreatitis.These findings highlight novel risk factors and potential biomarkers to support early diagnosis and intervention for pancreatitis.
7.Antiviral mechanism of Euphorbia helioscopia diterpenoids against Zika virus in vitro
Pan-pan PANG ; Xiong QIU ; Ying-jie JIANG ; Xin-yue LIU ; Wei-zhe MA ; Jian-qiu-rong YIN ; Wei-lie XIAO ; Chang-bo ZHENG
Chinese Pharmacological Bulletin 2025;41(8):1436-1444
Aim To investigate the anti-Zika virus(ZIKV)mechanism of diterpenoid compound 9 from Euphorbia helioscopia in vitro.Methods The cytotox-icity of compound 9 was evaluated using the CCK-8 as-say.A ZIKV-infected Vero cell model was established,and the antiviral activity was assessed through RT-qPCR,plaque assay,Western blot,and immunofluores-cence.Furthermore,the mechanism of action was elu-cidated using multi-cell line validation,nanoparticle tracking analysis,cellular thermal shift assay,and mo-lecular docking.Results In Vero cells,compound 9 exhibited an EC50 of(3.95±0.15)μmol·L-1 and a CC50 of(272.12±8.56)μmol·L-1,demonstrating significantly higher antiviral efficacy than the positive control drug ribavirin(RBV).Its virus inactivation effect was time-dependent and could significantly re-duce viral load and plaque formation.Studies revealed that compound 9 altered the physicochemical properties of ZIKV particles,including reducing surface charge and increasing particle size distribution.Additionally,it significantly enhanced the thermal stability of the prM protein.Molecular docking analysis indicated that compound 9 formed a high-affinity interaction with the prM protein(binding energy:-38.52 kJ·mol-1)and stabilized its structure through hydrophobic interac-tions.Conclusion Compound 9 exerts in vitro anti-ZIKV activity by directly inactivating the virus,disrup-ting viral particle integrity,and targeting the prM pro-tein.
8.Application of exosome-loaded hydrogel in nerve injury regeneration and wound healing
Rui YAN ; Yiyu WANG ; Xue LIU ; Yourong JIANG ; Huanzhi CHENG ; Zhe MA
Chinese Journal of Tissue Engineering Research 2025;29(34):7439-7446
BACKGROUND:In recent studies,hydrogel loaded with exosomes has attracted wide attention as an emerging therapeutic strategy in the field of tissue engineering and regenerative medicine,and is considered as a promising means for the treatment of nerve regeneration and wound healing.OBJECTIVE:To review the application of hydrogel loaded with exosomes in nerve regeneration and wound healing and to provide reference and guidance for future research and clinical application.METHODS:The first author used a computer in May 2024 to retrieve the relevant literature published from January 2000 to May 2024 on PubMed and CNKI,searching for"exosome,hydrogel,nerve,nerve regeneration,wound,wound healing"in Chinese and English,eventually incorporating 66 papers for analysis.RESULTS AND CONCLUSION:(1)Hydrogel loaded with exosomes provides a promising path for nerve injury repair by exerting anti-inflammatory and anti-oxidation,stimulating axon growth and myelin regeneration.(2)Exosome-loaded hydrogel suppresses the level of inflammation and oxidative stress,accelerates the proliferation and migration of skin cells,collagen expression,and promotes blood vessel formation,significantly accelerates the wound healing process,and improves the healing quality.(3)The role of hydrogel loaded with exosomes in nerve regeneration and wound repair is still limited to cell and animal experiments,and does not involve clinical practice.In the future,more mechanistic studies,safety evaluation,and supplementary related clinical trials are still needed in the future.
9.Advances in the treatment of O'Driscoll type II fractures of the coronoid process of ulna
Chinese Journal of Orthopaedics 2025;45(13):886-891
Ulnar coronoid process fractures are frequently associated with complex elbow injuries, and their optimal management remains a long-term concern in clinical practice. In particular, there are many controversies regarding whether surgical treatment is required for O'Driscoll type II ulnar coronoid process fractures, the size of the bone block that needs to be fixed, and the surgical approach and internal fixation method to be adopted, with significant controversy particularly surrounding O'Driscoll Type II fractures regarding the necessity of surgical intervention, the fragment size threshold mandating fixation, and the choice of surgical approach and internal fixation method. O'Driscoll Type II fractures involve the anteromedial facet of the coronoid and are subdivided into Type IIa (fracture line extending from the medial aspect of the coronoid tip to the anterior half of the anteromedial facet), Type IIb (similar to IIa but involving the coronoid tip), and Type IIc (fracture extending to the anteromedial rim and the entire anteromedial facet). While surgery for Type II fractures was historically indicated based on fragment size >5 mm, recent studies advocated determining the need for surgical management through a comprehensive assessment of elbow joint stability. Regarding surgical exposure of ulnar coronoid process fracture: the Hotchkiss over-the-top approach is suitable for Type II anteromedial facet fractures without medial collateral ligament (MCL) injury; the FCU-Split approach is indicated for Type II fractures requiring MCL repair; the Taylor-Scham approach is used for injuries involving posteromedial coronoid fractures; the Extensile Medial Elbow approach is applicable for Type III fractures with trochlear injury; the Kocher lateral approach is more appropriate for coronoid fractures combined with radial head fractures. Fixation methods include suture lasso techniques, anchor sutures, screws, or plates, selected based on fracture location, fragment size, and biomechanical requirements. Major postoperative complications include ulnar neuropathy and elbow stiffness, along with osteoarthritis, heterotopic ossification, hardware prominence/exposure, elbow instability, infection, screw loosening, and complex regional pain syndrome.
10.Investigation of medical radiological resources and examination frequency in Suzhou
Zheng JIANG ; Xuejiao ZENG ; Bin SONG ; Zhaoyang WEI ; Yanzhang SHEN ; Guoqing SUN ; Zhe XU
Chinese Journal of Radiological Medicine and Protection 2025;45(10):1003-1008
Objective:To learn about both the distribution of resources of radiodiagnostic and radiotherapeutic and the frequencies of radiological examinations to provide a basis for rational allocation of medical resources and standardize medical ionizing radiation.Methods:Based on the data on permanent resident population and the data reported by the Suzhou medical institutions in possesion of radiological equipment to the " Suzhou radiological health information management platform", a summary was made of the number of items of radiological equipment and the frequencies of radiological examinations in Suzhou medical institutions in 2022 and 2023.Results:In 2023, there were 368 medical institutions with radiological equipment in Suzhou, including 28 tertiary hospitals, 58 secondary hospitals, 159 primary hospitals and 123 unrated others. The total number of the items of radiological equipment was 1 688, with 39 items more than in 2022, about 1.30 units per 10 000 population. There were 5 187 medical radiation workers in total, with 339 more than in 2022. The frequencies of radiological procedures were 1 157.961/per thousand population, with 37.70% being from computed tomography in 2023.Conclusions:The number of items of radiodiagnostic and radiotherapeutic equipment and the frequencies of radiological procedures was at a relatively high level in China, but the distribution of medical resources were in a unbanlanced state. Efforts should be focused on optimization of the allocation of medical resources for the sake of reducing the public radiation dose and protecting public health.

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