1.Prediction of Mismatch Repair Deficiency Status in Endometrial Cancer Using Multiparametric MRI Radiomics and Deep Learning: A Multimodal Model with Preliminary Validation
Liru WANG ; Shangying YANG ; Boyu CHEN ; Fuze CONG ; Xinran LI ; Xinyu LIU ; Huadan XUE ; Zhengyu JIN ; Yang XIANG ; Yonglan HE ; Yuan LI
Medical Journal of Peking Union Medical College Hospital 2026;17(4):976-984
To explore the clinical value of a multimodal predictive model based on multiparametric magnetic resonance imaging(MRI) radiomics combined with deep learning(DL) features for the preoperative noninvasive assessment of mismatch repair-deficient(MMRd) status in endometrial cancer(EC). Patients diagnosed with EC at Peking Union Medical College Hospital from January 2015 to December 2021 were retrospectively enrolled and randomly divided into a training set and a validation set at a ratio of 8∶2. Relevant clinical data were collected, and radiomics features and DL features were extracted from preoperative contrast-enhanced T1-weighted imaging(CE-T1WI), fat-suppressed T2-weighted imaging(fs-T2WI), and diffusion-weighted imaging(DWI) sequences. High-dimensional feature selection and dimensionality reduction were performed sequentially using the recursive feature elimination(RFE) algorithm to generate a radiomics score(Rad-score) and a deep learning score(DL-score), respectively. Multivariate logistic regression was utilized to construct a clinical model, a pure radiomics model, a clinical-radiomics model, and an integrated multimodal model incorporating clinical indicators, Rad-score, and DL-score. Model performance was assessed and compared using area under receiver operating characteristic curve(AUC) and DeLong test. A total of 509 patients were enrolled in this study, comprising 413 in the training cohort and 96 in the validation cohort. Independent predictors: Multivariate analysis indicated that preoperative fasting blood glucose level, histological grade, lymph node metastasis status, Rad-score, and DL-score were all independent significant predictors of MMRd status in EC patients. The integrated multimodal model demonstrated optimal predictive performance with an AUC of 0.699(95% CI: 0.635-0.763) in the training set, which was superior to the clinical model(AUC=0.629, 95% CI: 0.561-0.697) and the pure radiomics model(AUC=0.641, 95% CI: 0.575-0.706). In the validation set, the integrated model maintained good generalizability, achieving an AUC of 0.655(95% CI: 0.535-0.775), and its diagnostic efficacy was higher than that of the clinical model(AUC=0.578, 95% CI: 0.450-0.705) and the pure radiomics model(AUC=0.611, 95% CI: 0.488-0.734). According to the DeLong test, the incorporation of DL features resulted in the clinicalradiomicsdeep learning model performing better than both the clinicalonly model( The initially developed clinical-radiomics-deep learning model exhibits a certain predictive potential for the MMRd status in patients with EC. The inclusion of DL features may help complement the limitations of traditional evaluations, offering a preliminary radiological reference for preoperative non-invasive screening. However, given the current diagnostic performance, its overall accuracy and clinical generalizability warrant further validation in multi-center, large-sample external cohort studies.
2.Current status and prospects of perioperative depression, anxiety and related interventions in lung cancer patients
Xinyu YUAN ; Zijian XU ; Nengke LIN ; Zhiming CHEN ; Zhizhi WANG ; Jiansong XU ; Jinyu CHEN ; Shaobin LI ; Siyang FENG ; Di LU ; Kaican CAI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(09):1388-1394
Psychological problems are significant factors that contribute to the occurrence of postoperative complications, reduced quality of life, and prolonged hospital stays. Lung cancer patients who require surgery often experience high psychological stress related to both the disease and the treatment, making them more susceptible to depression and anxiety. Therefore, timely intervention to address these psychological issues is crucial for promoting postoperative recovery and improving patients' quality of life. This paper will review the current status, impact, and interventions for depression and anxiety-related psychological problems in lung cancer surgery patients.
3.Preparation and performance study of copper-doped bioactive glass double-network hydrogel
Guimin LI ; Huiqi YUAN ; Xinyu LIU ; Jiaoyan LIU
Acta Universitatis Medicinalis Anhui 2026;61(9):1619-1625
ObjectiveTo explore the preparation method and performance characteristics of a new double-network hydrogel based on carboxymethyl chitosan (CMCS)/silk fibroin (SF)/copper-doped bioactive glass (CuBG). MethodsPolyethylene glycol diphenyldehyde (PEGDE) was used as a cross-linking agent to cross-link CMCS, which was then blended with enzymatically cross-linked SF and CuBG nanoparticles to prepare a double-network hydrogel. The optimal ratio of CMCS/SF/CuBG double-network hydrogels was determined by gelation time and rheological analysis. The injectability of each group of gel was evaluated through injectability testing and rheological viscosity analysis. The swelling properties of the hydrogels were measured using the gravimetric method. The cytocompatibility of the hydrogels was evaluated using cell counting kit-8 (CCK-8) assay and live/dead cell staining. ResultsThe gelation time of the CMCS single-network hydrogel exceeded 4 minutes, and its mechanical strength was poor. With the addition of SF and CuBG, the gelation time of the hydrogel was shortened, the mechanical strength was enhanced, and the swelling index decreased. Hydrogel injection could form clear and continuous patterns. The CCK-8 and cell live/dead staining results showed that the survival rate of HUVECs cultured in leaching solution of each group of hydrogels was greater than 90%, with complete cell morphology and good proliferation status. ConclusionThe CMCS/SF/CuBG double-network hydrogel exhibits a suitable gelation time, stable mechanical properties, excellent swelling rate, and exhibits no cytotoxicity. These findings indicate that the hydrogel has considerable potential for biomedical applications.
4.Comparison of clinical outcomes and complications between translaminar endoscopic lumbar discectomy and microdiscectomy in the treatment of recurrent lumbar disc herniation
Xinzhi ZHANG ; Xinyu YANG ; Suomao YUAN ; Lianlei WANG ; Yonghao TIAN ; Xinyu LIU
Chinese Journal of Orthopaedics 2025;45(1):1-9
Objective:To compare the clinical efficacy of percutaneous endoscopic interlaminar discectomy (PEID) and posterior small incision microdiscectomy (MD) in the treatment of recurrent lumbar disc herniation.Methods:A retrospective analysis was conducted on the data of 132 patients who underwent revision surgery for recurrent lumbar disc herniation at the same segment at Qilu Hospital of Shandong University between July 2012 and August 2022. The patients were treated with either PEID or MD. The PEID group consisted of 90 patients, including 51 males and 39 females, with a mean age of 42.7±11.3 years and a mean body mass index (BMI) of 23.7±3.4 kg/m 2. The surgical segments were L 4-5 in 38 cases and L 5S 1 in 52 cases. The primary surgeries included open discectomy in 7 cases, laminectomy with bone graft in 3 cases, MD in 35 cases, and PEID in 45 cases. The MD group consisted of 42 patients, including 30 males and 12 females, with a mean age of 41.2±12.6 years and a mean BMI of 24.3±4.7 kg/m 2. The surgical segments were L 4-5 in 19 cases and L 5S 1 in 23 cases. The primary surgeries included open discectomy in 2 cases, laminectomy with bone graft in 1 case, MD in 17 cases, and PEID in 22 cases. The visual analogue scale (VAS) scores for low back pain and leg pain, Oswestry disability index (ODI), immediate postoperative VAS score for surgical wound pain, intraoperative blood loss, surgical wound length, operation duration, length of hospital stay, and various complications before and after surgery were compared between the PEID and MD groups. Results:The operation duration in the PEID group was 81.7±11.3 min, that in the MD group was 85.2±9.5 min, but the difference was not statistically significant ( t=1.740, P=0.081). The intraoperative blood loss in the PEID group was 4.4±2.9 ml, the surgical wound length was 0.9±0.2 cm, and the length of hospital stay was 3.1±1.3 d, all significantly less than those in the MD group (26.6±10.3 ml, 3.4±1.1 cm, and 8.7±1.6 d, respectively), with statistically significant differences ( P<0.05). Both groups were followed up, with a mean follow-up duration of 24.4±5.5 months in the PEID group and 24.5±4.9 months in the MD group, and there was no statistically significant difference between the two groups ( t=0.101, P=0.920). Both the PEID and MD groups showed significant improvements in postoperative VAS scores for leg pain, VAS scores for low back pain, and ODI compared with preoperative values ( P<0.05). Additionally, the VAS score for surgical wound pain on the first postoperative day in the PEID group was 1.2±0.4, which was lower than that in the MD group (2.9±0.6), with a statistically significant difference ( t=19.261, P<0.001). The incidence rates of muscle weakness, postoperative sensory abnormalities, and dural tears in the PEID group were 12%(11/90), 27%(24/90), and 6%(5/90), respectively, significantly lower than those in the MD group [31%(13/42), 40%(17/42), and 33%(14/42), respectively], with statistically significant differences ( P<0.05). However, there were no statistically significant differences between the two groups in the incidence rates of recurrence, residual nucleus pulposus, spinal cord-like hypertension syndrome, subcutaneous wound infection, or intervertebral space infection ( P>0.05). No patients in either group developed retroperitoneal hematoma postoperatively. Conclusion:For patients with recurrent lumbar disc herniation after primary posterior surgery, PEID demonstrates equally excellent clinical efficacy compared with MD, with smaller surgical trauma and a lower incidence of complications.
5.Analysis of epidemic trend and spatiotemporal distribution characteristics of pertussis in Shandong Province from 2015 to 2024
Lei FENG ; Meng XIE ; Yi LIU ; Yan ZHANG ; Xinyu YUAN ; Aiqiang XU ; Li ZHANG ; Hongfu SUN
Chinese Journal of Preventive Medicine 2025;59(11):1840-1847
Objective:To analyze the epidemic trend and spatiotemporal distribution characteristics of pertussis in Shandong Province from 2015 to 2024.Methods:Data on pertussis cases in Shandong Province from 2015 to 2024 were collected from the China Information System for Disease Control and Prevention. The ArcGIS spatiotemporal method was used to analyze the epidemic trend and spatiotemporal distribution characteristics of pertussis, and determine the hotspots of incidence.Results:From 2015 to 2024, 46 172 cases of pertussis were reported in Shandong Province, with an average annual incidence rate of about 4.60/100 000. The reported incidence rate showed an overall upward trend, and in 2024, the reported incidence rate reached the highest level in history (19.20/100 000) since the implementation of children′s planning immunization. The areas with high incidence rates were mainly located in the central and western regions of Shandong Province, including Jinan city, Liaocheng city, Tai′an city, Zibo city, Binzhou city, Jining city, Dezhou city, Zaozhuang city, and Dongying city. The global spatial autocorrelation analysis showed that the Moran′s I index of incidence rate of pertussis in Shandong Province in each year from 2015 to 2024 was >0.00, showing obvious spatial clustering. Local spatial autocorrelation analysis showed that the "high high" clustering areas were mainly distributed in some counties (cities, districts) in the central and western regions of Shandong Province, which were hotspots for pertussis incidence in Shandong Province. The spatial trend surface analysis showed that the annual incidence rate of pertussis in each year basically decreased from west to east. In the early stage of the north-south direction, there was a curved trend of low north-south and high in the middle. In the middle and later stages, the northern part was mostly in a higher position, indicating that the central and western regions were the high-risk areas for pertussis in Shandong Province. Conclusions:The pertussis epidemic in Shandong Province from 2015 to 2024 has obvious spatiotemporal clustering, and the central and western regions are the key areas for pertussis prevention and control.
6.Study on the effect of a horticultural therapy on the elderly with mild cognitive impairment in nursing homes
Jinyan HUANG ; Huimin ZHAI ; Xiwen WANG ; Xinyu ZHAO ; Waner WU ; Shunxin MAI ; Yuan-yuan LUO ; Yandan LAN ; Ruqi LEI
Chinese Journal of Nursing 2025;60(14):1749-1756
Objective To explore the effect of the horticultural therapy in the elderly with mild cognitive impairment in elderly care institutions.Methods A convenient cluster sampling method was used.The study was conducted among the elderly with mild cognitive impairment in 2 nursing homes with 5A-level in Guangzhou,from March to September 2024.Using a lottery method,subjects from 2 nursing areas across 2 elderly care institutions were allocated to an experimental group,with the other 2 nursing areas serving as a control group,each group comprising 55 cases.The experimental group participated in horticultural therapy on the basis of control group interventions,while the control group was given routine care and daily leisure activities.The cognitive function,basic psychological needs and quality of life were compared between the 2 groups after the intervention.Results Eventually,37 cases in the experimental group and 38 cases in the control group completed the study.After the intervention,the cognitive function,basic psychological needs and quality of life in the experimental group were all better than those in the control group,and the differences were statistically significant(P<0.05).Conclusion The horticultural therapy program can delay the progression of cognitive decline in the elderly with mild cognitive impairment in nursing homes,meet their basic psychological needs and improve their quality of life.
7.The value of IVIM in the differential diagnosis of benign and malignant breast nodules
Xinyu WANG ; Jingjing ZHANG ; Songli ZHANG ; Chaofan WANG ; Weiying SHEN ; Hongmei QIAO ; Yuan CHEN ; Yu ZHANG ; Hu LIU
China Modern Doctor 2025;63(21):5-9
Objective To explore the application value of intravoxel incoherent motion(IVIM)imaging parameters in the differential diagnosis of benign and malignant breast nodules and their correlation with the expression of Ki-67 receptor in breast cancer.Methods The data of 41 female patients who completed 3.0 T breast magnetic resonance imaging(MRI)with complete surgical pathology results in the Second Hospital of Jiaxing City from October 2022 to January 2025 were analysed and evaluated.Conventional images and diffusion-weighted images with 11 b values were collected.The IVIM imaging parameters of real diffusion coefficient(D),perfusion related diffusion coefficient(D*)and perfusion fraction(f)were measured and calculated in the region of interest of each lesion.The receiver operating characteristic curve were plotted to quantify the differential diagnostic efficacy of each parameter of IVIM imaging in benign and malignant breast nodules.The differences of parameters between benign and malignant breast nodules and between the groups with different expression levels of Ki-67 receptor in breast cancer were analysed,and the correlation between each parameter and the expression level of Ki-67 in breast cancer was counted.Results The D value of benign breast nodules group(benign groups)was significantly higher than that of malignant breast nodules group(malignant groups),and the D*value was significantly lower than that of malignant group,and the differences between benign group and malignant group were statistically significant(t=-4.773,t=2.063,P<0.05);Thefvalue of benign group was slightly lower than that of malignant group,and the differences between two groups were not statistically significant(t=0.035,P>0.05).Among the parameters of IVIM imaging,D value had the best differential diagnostic efficacy for benign and malignant breast nodules,with area under the curve(AUC)of 0.870(95%CI:0.755-0.985)and a specificity of 75.0%;D*value had the second best differential diagnostic efficacy after D value,with an AUC of 0.789(95%CI:0.658-0.920),but it had the highest sensitivity of 88.2%;And the differential diagnosis efficiency off value was the worst,much less than D and D*values.The D value in the high Ki-67 expression group of breast cancer was lower than that in the low expression group,while the D* and f values in the high expression group were higher than that in the low expression group,and the differences of each imaging parameter of IVIM were not statistically significant between two groups(t=-2.617,t=2.169,t=0.647,P>0.05).There was a significant negative correlation between the expression of the Ki-67 receptor and the D value(r=-0.615,P<0.05),and no significant correlation was seen with either D *or f value(r=0.223,r-0.031,P>0.05).Conclusion The D and D*values of IVIM imaging parameters have great clinical value in the differential diagnosis of benign and malignant breast nodules.
8.Expert consensus on prognostic evaluation of cochlear implantation in hereditary hearing loss.
Xinyu SHI ; Xianbao CAO ; Renjie CHAI ; Suijun CHEN ; Juan FENG ; Ningyu FENG ; Xia GAO ; Lulu GUO ; Yuhe LIU ; Ling LU ; Lingyun MEI ; Xiaoyun QIAN ; Dongdong REN ; Haibo SHI ; Duoduo TAO ; Qin WANG ; Zhaoyan WANG ; Shuo WANG ; Wei WANG ; Ming XIA ; Hao XIONG ; Baicheng XU ; Kai XU ; Lei XU ; Hua YANG ; Jun YANG ; Pingli YANG ; Wei YUAN ; Dingjun ZHA ; Chunming ZHANG ; Hongzheng ZHANG ; Juan ZHANG ; Tianhong ZHANG ; Wenqi ZUO ; Wenyan LI ; Yongyi YUAN ; Jie ZHANG ; Yu ZHAO ; Fang ZHENG ; Yu SUN
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(9):798-808
Hearing loss is the most prevalent disabling disease. Cochlear implantation(CI) serves as the primary intervention for severe to profound hearing loss. This consensus systematically explores the value of genetic diagnosis in the pre-operative assessment and efficacy prognosis for CI. Drawing upon domestic and international research and clinical experience, it proposes an evidence-based medicine three-tiered prognostic classification system(Favorable, Marginal, Poor). The consensus focuses on common hereditary non-syndromic hearing loss(such as that caused by mutations in genes like GJB2, SLC26A4, OTOF, LOXHD1) and syndromic hereditary hearing loss(such as Jervell & Lange-Nielsen syndrome and Waardenburg syndrome), which are closely associated with congenital hearing loss, analyzing the impact of their pathological mechanisms on CI outcomes. The consensus provides recommendations based on multiple round of expert discussion and voting. It emphasizes that genetic diagnosis can optimize patient selection, predict prognosis, guide post-operative rehabilitation, offer stratified management strategies for patients with different genotypes, and advance the application of precision medicine in the field of CI.
Humans
;
Cochlear Implantation
;
Prognosis
;
Hearing Loss/surgery*
;
Consensus
;
Connexin 26
;
Mutation
;
Sulfate Transporters
;
Connexins/genetics*
9.Astrocytic dopamine D1 receptor modulates glutamatergic transmission and synaptic plasticity in the prefrontal cortex through d-serine.
Yanan YIN ; Jian HU ; Haipeng WU ; Xinyu YANG ; Jingwen QI ; Lang HUANG ; Zhengyi LUO ; Shiyang JIN ; Nengyuan HU ; Zhoucai LUO ; Tong LUO ; Hao CHEN ; Xiaowen LI ; Chunhua YUAN ; Shuji LI ; Jianming YANG ; Yihua CHEN ; Tianming GAO
Acta Pharmaceutica Sinica B 2025;15(9):4692-4710
The prefrontal cortex (PFC) plays a pivotal role in orchestrating higher-order emotional and cognitive processes, a function that depends on the precise modulation of synaptic activity. Although pharmacological studies have demonstrated that dopamine signaling through dopamine D1 receptor (DRD1) in the PFC is essential for these functions, the cell-type-specific and molecular mechanisms underlying the neuromodulatory effects remain elusive. Using cell-type-specific knockout mice and patch-clamp recordings, we investigated the regulatory role of DRD1 on neurons and astrocytes in synaptic transmission and plasticity. Furthermore, we explored the mechanisms by which DRD1 on astrocytes regulate synaptic transmission and plasticity at the cellular level, as well as emotional and cognitive functions at the behavioral level, through two-photon imaging, microdialysis, high-performance liquid chromatography, transcriptome sequencing, and behavioral testing. We found that conditional knockout of the Drd1 in astrocytes (CKOAST) increased glutamatergic synaptic transmission and long-term potentiation (LTP) in the medial prefrontal cortex (mPFC), whereas Drd1 deletion in pyramidal neurons did not affect synaptic transmission. The elevated level of d-serine in the mPFC of CKOAST mice increased glutamatergic transmission and LTP through NMDA receptors. In addition, CKOAST mice exhibited abnormal emotional and cognitive function. Notably, these behavioral changes in CKOAST mice could be reversed through the administration of d-serine degrease to the mPFC. These results highlight the critical role of the astrocytic DRD1 in modulating mPFC synaptic transmission and plasticity, as well as higher brain functions through d-serine, and may shed light on the treatment of mental disorders.
10.Advancements and applications in radiopharmaceutical therapy.
Shiya WANG ; Mingyi CAO ; Yifei CHEN ; Jingjing LIN ; Jiahao LI ; Xinyu WU ; Zhiyue DAI ; Yuhan PAN ; Xiao LIU ; Xian LIU ; Liang-Ting LIN ; Jianbing WU ; Ji LIU ; Qifeng ZHONG ; Zhenwei YUAN
Chinese Journal of Natural Medicines (English Ed.) 2025;23(6):641-657
Radiopharmaceuticals operate by combining radionuclides with carriers. The radiation energy emitted by radionuclides is utilized to selectively irradiate diseased tissues while minimizing damage to healthy tissues. In comparison to external beam radiation therapy, radionuclide drugs demonstrate research potential due to their biological targeting capabilities and reduced normal tissue toxicity. This article reviews the applications and research progress of radiopharmaceuticals in cancer treatment. Several key radionuclides are examined, including 223Ra, 90Y, Lutetium-177 (177Lu), 212Pb, and Actinium-225 (225Ac). It also explores the current development trends of radiopharmaceuticals, encompassing the introduction of novel radionuclides, advancements in imaging technologies, integrated diagnosis and treatment approaches, and equipment-medication combinations. We review the progress in the development of new treatments, such as neutron capture therapy, proton therapy, and heavy ion therapy. Furthermore, we examine the challenges and breakthroughs associated with the clinical translation of radiopharmaceuticals and provide recommendations for the research and development of novel radionuclide drugs.
Humans
;
Radiopharmaceuticals/therapeutic use*
;
Neoplasms/radiotherapy*
;
Radioisotopes/therapeutic use*
;
Animals

Result Analysis
Print
Save
E-mail