1.Research on the screening efficiency of Thalassemia based on an automated evaluation software.
Jun HU ; Huan LIANG ; Limei DUAN ; Jianqiang GAO
Chinese Journal of Medical Genetics 2026;43(4):281-287
OBJECTIVE:
To explore the efficacy of a Thalassemia risk assessment software for the screening of thalassemia mutation carriers and distribution of thalassemia genotypes detected by screening.
METHODS:
A total of 6 040 individuals were evaluated at Leshan Maternal and Child Health Care Hospital between 2022 and 2024 using the commonly used clinical thalassemia risk assessment method and the thalassemia screening software, respectively, and the performance indicators of the two methods were compared and analyzed against the result of thalassemia gene testing. This study was approved by the Ethics Committee of our hospital (Ethics No.: LfyLL[2022]005).
RESULTS:
The high-risk rate by the thalassemia screening software was 11.19%, with a sensitivity of 95.12%, specificity of 93.28%, positive predictive value of 43.20%, negative predictive value of 99.72%, and the area under the ROC curve (AUC) was 0.942. The thalassemia gene detection rate of the high-risk samples screened was 4.83%. The high-risk screening rate of the conventional method was 2.50%, with a sensitivity of 51.22%, specificity of 93.28%, positive predictive value of 80.79%, negative predictive value of 97.40%, and the AUC was 0.754. The thalassemia gene detection rate of the high-risk samples was 2.02%.
CONCLUSION
The software can effectively detect thalassemia carriers and significantly reduce the missed detection compared with conventional method, thereby significantly improve the efficacy of screening.
Humans
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Thalassemia/diagnosis*
;
Software
;
Female
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Genetic Testing/methods*
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Male
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Mutation
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Adult
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Genotype
;
ROC Curve
;
Risk Assessment
2.Mechanism of Yiqi Huoxue Therapy Regulating IL-33/ST2/IL-1RAP to Improve Nasal Mucosal Tissue Remodeling and Intervene in Allergic Rhinitis
Huan WANG ; Hongping LUO ; Meiya WANG ; Yuyin LIU ; Chenlin WANG ; Chao LIAO ; Fangqi LIANG ; Peizheng XIONG ; Li TIAN
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(14):298-307
ObjectiveTo explore the mechanism by which Qidan Yifei Tongqiao granules (QDYF) alleviate nasal mucosal remodeling in allergic rhinitis (AR) via the interleukin-33 (IL-33)/growth stimulation expressed gene 2 (ST2)/interleukin-1 receptor accessory protein (IL-1RAP) signaling pathway from the perspective of Qi-replenishing and blood-activating therapy. MethodsFirst, according to the previous network pharmacology results, this study predicted the potential mechanisms of QDYF in treating AR by screening key pathways, components, and targets. Molecular docking was performed via AutoDock and PyMOL 2.5.5. Subsequently, a rat model of ovalbumin (OVA)-induced AR was used for validation through in vivo experiments. Forty-eight rats were assigned into 6 groups: Control, model, low-dose QDYF (QDYF-L, 4.04 g·kg-1), medium-dose QDYF (QDYF-M, 8.08 g·kg-1), high-dose QDYF (QDYF-H, 16.16 g·kg-1), and loratadine (0.9 mg·kg-1). After 14 days of intervention, behavioral scores of the rats were observed. The morphological changes of nasal mucosa tissue were observed by hematoxylin-eosin (HE) staining. Masson staining was used to observe collagen fiber deposition in the nasal mucosal tissue and to calculate the collagen volume fraction (CVF). The expression of E-cadherin (E-cad) in the nasal mucosa tissue was detected by immunofluorescence. The serum levels of helper T cell 2 (Th2) cytokines interleukin-4 (IL-4), interleukin-5 (IL-5), and interleukin-13 (IL-13) as well as helper T cell 1 (Th1) cytokines interleukin-2 (IL-2) and interferon-γ (INF-γ) were quantified by enzyme-linked immunosorbent assay (ELISA). The protein levels of transforming growth factor-beta 1 (TGF-β1), IL-33, ST2, and IL-1RAP in the nasal mucosa tissue were determined by Western blot. ResultsIL-33, ST2, and IL-1RAP had strong binding ability with the main active ingredients—wogonin, 7-methoxy-2-methylisoflavone, formononetin, naringenin, stigmasterol, and beta-sitosterol of QDYF, with the binding energy < -4.25 kcal⋅mol-1(1 cal≈4.184 J). The results of in vivo experiments showed that compared with the control group, the model group exhibited increased behavioral scores (P<0.05), aggravated pathological damage of nasal mucosa, increased collagen fiber deposition and CVF (P<0.05), elevated serum levels of IL-4, IL-5, and IL-13, up-regulated protein levels of TGF-β1, IL-33, ST2, and IL-1RAP in the nasal mucosa (P<0.05), down-regulated expression of E-cad, and declined serum levels of IL-2, IFN-γ, and IFN-γ/IL-4 ratio (P<0.05). Compared with the model group, the QDYF groups and loratadine group showed reduced behavioral scores (P<0.05), alleviated pathological damage of nasal mucosa, reduced collagen fiber deposition and CVF (P<0.05), and up-regulated E-cad expression (P<0.05). Compared with the model group, the QDYF-H group and the loratadine group showed raised levels of INF-γ and IFN-γ/IL-4 ratio (P<0.05), declined serum levels of IL-4, IL-5, and IL-13, and down-regulated protein levels of TGF-β1, IL-33, ST2, and IL-1RAP in the nasal mucosa (P<0.05). In addition, the QDYF-H group exhibited an elevated serum IL-2 level (P<0.05). The QDYF-M group showed down-regulated protein levels of TGF-β1, IL-33 and IL-1RAP in the nasal mucosa (P<0.05). The QDYF-L group demonstrated a down-regulated protein level of ST2 in the nasal mucosa (P<0.05). ConclusionQDYF may regulate the Th1/Th2 balance through the IL-33/ST2/IL-1RAP signaling pathway, thereby ameliorating nasal mucosal tissue remodeling and alleviating AR.
3.Short-term efficacy of improved Bentall operation with "pericardial lining" for aortic root aneurysm
Xianzhi WANG ; Jixiang LIANG ; Huan WANG ; Gen ZHANG ; Zhigang DENG ; Dongquan HE ; Cunfu MU ; Wenlin ZHANG ; Chunzhu XUE ; Yang HE ; Dianyuan LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(11):1615-1620
Objective To investigate the feasibility of a "pericardial lining" modified Bentall procedure for the treatment of patients with aortic root aneurysm. Methods This was a retrospective study that consecutively enrolled patients treated at the Affiliated Suzhou Hospital of Nanjing Medical University, The Affiliated Traditional Chinese Medicine Hospital of Southwest Medical University, and the First People's Hospital of Guangyuan from January 2023 to February 2024. Preoperative clinical data, imaging findings (including echocardiography and CT scans of the aortic root and the entire aorta), details of coronary artery management, surgical outcomes, and postoperative follow-up results were collected. All patients underwent the "pericardial lining" modified Bentall procedure: the aortic valve was replaced, and an autologous pericardial patch was divided into three equal leaflets based on the circumference of the aortic annulus measured by a valve sizer. These leaflets were then sutured to the aortic annulus. Fenestrations were created in two of the pericardial leaflets for anastomosis with the left and right coronary ostia. The pericardial leaflets were sutured to the wall of the aortic sinuses to form an integrated structure, thereby narrowing the sinus portion. A prosthetic vascular graft was anastomosed to the proximal and distal aorta, and no aortic root-to-right atrium shunt was created. Results A total of 5 patients, aged 37 to 68 years, were included. The preoperative Society of Thoracic Surgeons (STS) risk scores ranged from 2.8% to 3.9%. The diameter of the ascending aorta was 40-73 mm, the left ventricular end-diastolic diameter (LVEDD) was 45-71 mm, and the left ventricular ejection fraction (LVEF) was 47%-64%. Intraoperatively, the aortic cross-clamp time ranged from 85 to 180 min, and the cardiopulmonary bypass time ranged from 110 to 302 min. Postoperative follow-up echocardiography revealed that the ascending aortic diameter was 27-35 mm, LVEDD was 39-57 mm, and LVEF was 43%-61%. All surgeries were completed successfully with satisfactory immediate outcomes and no intraoperative complications. During the follow-up period, there was no mortality or reoperation. Conclusion For patients with aortic root aneurysm, the "pericardial lining" modified Bentall procedure yields satisfactory preliminary results, and the technique is demonstrated to be feasible.
4.Analysis of interlaboratory comparison results of 24-hour urinary sodium and potassium monitoring in China, 2023-2024
Huan LUO ; Jing LIANG ; Jinping ZHAO ; Xiaoyan CHANG ; Fanghong ZHAO ; Xiaozhe TANG
China Occupational Medicine 2025;52(6):690-694
Objective To analyze the verification results of national laboratories involved in urinary sodium and potassium monitoring. Methods A total of 416 blinded verification samples from 32 monitoring laboratories, which participated in the national 24-hour urinary sodium and potassium detection verification comparison program in 2023 and 2024, were included as the study subjects. These samples were reanalyzed by both the monitoring laboratories and a reference laboratory using the ion-selective electrode method. Results The overall qualification rates for the 32 laboratories were 84.3% (182/216) in 2023 and 82.0% (164/200) in 2024, with 62.5% (20/32) achieving qualified results for two consecutive years. In 2023, centers for disease control and prevention (CDC) laboratories had higher qualification rates than the third-party laboratories for both 24-hour urinary sodium and potassium (95.2% vs 78.8%, 95.2% vs 75.8%, both P<0.05). This difference was not significant in 2024 (87.8% vs 78.0%, 90.2% vs 76.3%, both P>0.05). There was no significant difference in median absolute relative deviation of urinary sodium results from monitoring laboratories between 2023 and 2024 (2.7% vs 2.1%, P>0.05), whereas the median absolute relative deviation of urinary potassium results in 2024 was lower than that in 2023 (3.4% vs 8.4%, P<0.01). Conclusion The detection accuracy of national laboratories for urinary sodium and potassium monitoring shows an overall improving trend, with the accuracy of potassium measurement showing particular enhancement. There is no significant difference in the detection qualification rates between laboratories of the CDC and the third-party laboratories, suggesting that a sustained verification feedback mechanism is key to driving quality improvement.
5.Investigation on the clinical status of optical surface guided radiotherapy technology
Yue WANG ; Fengyu LU ; Meng LIANG ; Fukui HUAN ; Jingjing LU ; Chao LI ; Shanshan XIA ; Yifan LIAN ; Tantan LI
Chinese Journal of Radiation Oncology 2025;34(4):318-325
Objective:To investigate the current status of clinical practice of optical surface guided radiation therapy (SGRT) technology in China.Methods:A survey questionnaire was designed based on a similar investigation conducted by the European Society for Radiotherapy and Oncology in collaboration with the American Association of Physicists in Medicine on SGRT. The questionnaire covered aspects such as the installation, implementation, commissioning, quality assurance, clinical application, challenges, and cost considerations of SGRT systems. An online questionnaire was distributed to 49 institutions in China that have installed or are in the process of installing SGRT systems. Data were summarized and analyzed using Excel and SPSS 29 software.Results:Among the 49 institutions, 96% had at least one SGRT system. In terms of commissioning, quality assurance and implementation, it was mainly operated by physicists (94%) and technicians (82%), the cycle of test items for quality assurance was only achieved by the highest percentage of units with end-to-end test items for the annual inspection (50%). Eighty-six percent of the institutions used phantoms provided by suppliers, and 53% followed supplier recommendations or guidelines. For the installation of the first SGRT system, 37% of the institutions reported that initial staff training required more than 48 hours, while 73% found the training content easy to understand. Regarding the clinical application of SGRT technology, the majority of the institutions (53%) had used it for 1-3 years, with breast radiotherapy being the most commonly used treatment site. The primary scenario of SGRT application was intra-fraction motion monitoring / patient monitoring (69%). Furthermore, 47% of the institutions combined SGRT with open-face masks, and 71% used visual feedback devices for breath-hold or free-breathing gating. In terms of treatment thresholds, the median thresholds for monitoring and positioning were the same for breast, abdominopelvic (non- stereotactic body radiation therapy), and head-and-neck (non-brain stereotactic radiosurgery) treatments but varied for other sites.Conclusions:Although SGRT technology requires a relatively long initial training period, it is generally well accepted in terms of training and operation. Clinically, SGRT has been widely applied in breast radiotherapy, playing a crucial role in patient monitoring and intra-fraction motion management. However, most institutions have had limited clinical experience with the technology, highlighting the need for continuous technical supervision and improvement. The establishment of standardized protocols is necessary to ensure broader clinical adoption and long-term effectiveness.
6.Neuroprotective effect of non-invasive vagus nerve stimulation on rats with traumatic brain injury
Yong LIANG ; Zuolin SHI ; Yu HUAN ; Hai JIN
Chinese Journal of Neuroanatomy 2025;41(1):54-58
Objective:To investigate the neuroprotective effect of non-invasive vagus nerve stimulation(nVNS)on traumatic brain injury(TBI).Methods:Male SD rats were used to prepare controlled cortical impact(CCI)rat mod-el.nVNS treatment was performed.The motor function of rats was detected by beam walking test.The water content of rats was evaluated by the dry-wet ratio of rat brain tissue.The content of lactate dehydrogenase(LDH)in cerebrospinal fluid was detected by commercial kit.The expression of bain-derived neurotrophic factor(BDNF)and nerve growth fac-tor(NGF)mRNA in rat cortex was detected by RT-qPCR.Results:After nVNS stimulation,CCI rats significantly im-proved the neurological function deficit,improved the motor ability,decreased the cerebral water content,decreased the level of LDH in cerebrospinal fluid,and upregulated the expression of BDNF and NGF mRNA in cortex.Conclusion:nVNS has a neuroprotective effect on TBI rats,and its mechanism may be related to the increased expression of BDNF and NGF.
7.Three-dimensional CT reconstruction of the hepatic pedicle based on the Laennec’s capsule and the development and validation of extra-sheath dissection/occlusion clamp
Zhiyu LIN ; Xin XIA ; Huan LEI ; Yuchuan LUO ; Long CHENG ; Hongyin LIANG ; Tao WANG
Journal of Clinical Hepatology 2025;41(10):2118-2124
ObjectiveTo investigate the anatomical features of three-dimensional (3D) reconstruction of the hepatic pedicle based on the Laennec’s capsule, as well as its application value in the development of extra-sheath dissection/occlusion clamp and precise hepatectomy. MethodsA retrospective analysis was performed for the abdominal contrast-enhanced CT data of 100 patients without anatomical abnormalities of the hepatic pedicle in The General Hospital of Western Theater Command from January 2021 to June 2024. The Hisense CAS system combined with the 3D U-net deep learning algorithm was used for 3D reconstruction of the hepatic pedicle at the level of Laennec’s capsule, and the hepatic pedicle was measured in terms of the length, outer diameter, and angle of the main trunk and branches. An extra-sheath hepatic pedicle dissection/occlusion clamp was developed based on the above measurements, and a total of 30 patients scheduled for right hemihepatectomy were enrolled and randomly divided into device group and control group, with 15 patients in each group. The two groups were compared in terms of hepatic pedicle handling time, time of operation, intraoperative blood loss, and the incidence rate of bile duct injury. The independent-samples t test was used for comparison of continuous data between two groups, and the Fisher’s exact test was used for comparison of categorical data between two groups. ResultsThe results of 3D reconstruction revealed four variants in the main trunk branches of the hepatic pedicle, with type Ⅰ (left-right branching) accounting for 88% (88/100), type Ⅱ (trifurcation type) accounting for 5% (5/100), type Ⅲ (right anterior branching) accounting for 5% (5/100), and type Ⅳ (special type) accounting for 2% (2/100). The outer diameter of the main hepatic pedicle was 24.10±6.16 mm, the length of the left main branch was 20.59±6.38 mm, and the length of the right main branch was 21.99±7.98 mm. Compared with the control group, the device group had significantly shorter hepatic pedicle handling time (14.10±1.30 minutes vs 17.50±2.00 minutes, t=-5.620, P=0.001) and time of operation (217.00±28.28 minutes vs 241.87±19.49 minutes, t=-2.804, P=0.009). The device group had a significantly lower incidence rate of bile duct injury than the control group (0 vs 20%, P=0.031). Conclusion3D reconstruction based on the Laennec’s capsule can accurately display the anatomical variations of the hepatic pedicle. The extra-sheath hepatic pedicle dissection/occlusion clamp developed based on such data can optimize the process of hepatic pedicle management and improve surgical safety, and therefore, it holds promise for clinical application.
8.Comparison of setup errors between two postural fixation methods in radiotherapy for breast cancer
Fukui HUAN ; Yu ZHAO ; Chao LIU ; Gengqiang ZHU ; Ruiao ZHAO ; Yongtai ZHENG ; Yandong GE ; Bao WAN ; Bin LIANG
Chongqing Medicine 2025;54(4):921-925
Objective To compare the positioning errors and the motion of acromioclavicular joint in breast cancer patients with integrated cervicothoracic thermoplastic membrane and breast bracket fixation,and to provide reference for accurate irradiation of upper and lower clavicular region.Methods Sixty-three pa-tients with breast cancer who were treated in the radiotherapy center of the hospital from November 1,2021 to August 9,2023 were selected as the study objects,and were divided into the integrated cervicothoracic thermo-plastic membrane group(n=32)and breast bracket group(n=31)according to different positioning meth-ods.The translation errors of left and right direction(X),head and foot direction(Y)and ventral and dorsal direction(Z)and the rotation errors of sagittal plane(Rx),cross section(Ry)and coronal plane(Rz)of the two groups were analyzed,and the movement amplitude and three-dimensional displacement of acromioclavic-ular joint were measured respectively.Results Compared with the breast bracket group,X translation errors[(0.18±0.14)cm vs.(0.15±0.12)cm]and Z translation errors[(0.19±0.14)cm vs.(0.16±0.14)cm]of the cervicothoracic thermoplastic memberane group were greater,Z translation error[(0.21±0.17)cm vs.(0.22±0.21)cm]and Rx rotation error of cervical and sternoclavicular joints[(0.93±0.87)° vs.(1.08±0.92)°]were smaller,Rz rotation error[(1.00±0.94)° vs.(0.95±0.86)°]was greater,and the motion ΔX of acromioclavicular joint[(0.18±0.15)cm vs.(0.25±0.21)cm]was smaller,the difference was statistically significant(P<0.05).Conclusion Integrated cervicothoracic thermoplastic membrane can be used as a solu-tion for prophylactic irradiation of breast cancer in the upper and lower clavicular region and for radiation leak-age in the presence of metastasis.
9.Pregnancy probability prediction models based on 5 machine learning algorithms and comparison of their performance
Chao REN ; Huan YANG ; Niya ZHOU ; Qing CHEN ; Wenzheng ZHOU ; Tong WANG ; Xi LING ; Lei SUN ; Peng ZOU ; Zhuoyue LIANG ; Lin AO ; Jinyi LIU ; Jia CAO
Journal of Army Medical University 2025;47(12):1376-1387
Objective To construct 5 machine-learning models and compare their performance in predicting the associations between pre-pregnancy socio-psycho-behavioral exposures of both spouses and preconception outcomes.Methods Based on Chongqing Preconception Reproductive Health and Birth Outcome Cohort of volunteers recruited from Chongqing Health Center for Women and Children during January 2019 and March 2022,5 447 couples were recruited and surveyed through interviewer-interview for the demographic and social-psychological-behavioral data of both spouses(221 variables).According to the inclusion and exclusion criteria,4 097 couples were finally included,and randomly assigned into a training set(n=2 867 spouses)and a validation set(n=1 230 spouses)at a ratio of 7∶3.Feature analysis and collinear screening were applied to select the potential exposure factors.In consideration of difficulty to carry out semen parameters analysis in primary healthcare institutions,feature Set 1 including sperm parameters and feature Set 2 excluding semen parameters were constructed by including or excluding sperm quality simultaneously in the training set and the validation set.Five algorithms,that is,Logistic Regression,Naive Bayes,Random Forest,Gradient Boosting Machine,and Support Vector Machine,were used to construct preconception outcome prediction models,and the parameters of each model were optimized using random search combined with grid search.The predictive performance of each model was compared using precision,recall,F1 score,area under the receiver operating characteristic curve(AUC),and calibration curve.The optimal model was then selected by comparing the changes in the predictive ability of the questionnaire data for fertility outcomes with or without semen parameters.Results There were 24 variables screened out in feature Set 1,and 16 variables in feature Set 2.In feature Set 1,the gradient boosting machine performed better,with a relatively higher AUC value(0.651)and better F1 score(0.61).The logistic regression model performed stably(AUC value=0.647)and was suitable as the reference model.The random forest(AUC value=0.641),Naive Bayes(AUC value=0.641),and support vector machine(AUC value=0.634)performed second-best.By utilizing the gradient boosting machine,comparable results were found between the predictions from feature sets with or without semen parameters,as in feature Set 1,the AUC value of its validation set was 0.651(95%CI:0.629~0.681),the prediction accuracy was 0.63,the recall rate was 0.65,and the average precision value F1 was 0.61;and in feature Set 2,the AUC value of its validation set was 0.649(95%CI:0.624~0.663),and both the calibration curves were close to the ideal curve.The prediction results indicated that in feature Set 1,the features highly negatively correlated with preconception outcomes were female age,male age,and no pregnancy within 1 year without contraception,while the features highly positively correlated with preconception outcomes were female pregnancy history,total sperm vitality,and use of contraceptive measures before enrollment.Conclusion Among the 5 machine-learning algorithms performed in this cohort data,the gradient boosting machine shows slightly better performance.There are 24 factors being associated with preconception outcomes in both spouses,and the performance of the simplified model excluding semen parameters is not significantly declined.It is feasible to use machine-learning methods to predict human preconception outcomes through social-psychological-behavioral questionnaires.
10.Value of MRI radiomics based on intratumoral and peritumoral heterogeneity in predicting spatial patterns of locally recurrent high-grade gliomas
Hanwei WANG ; Linlan ZENG ; Mimi ZHAO ; Xuan LI ; Huan XIE ; Xiaoguang LI ; Liang YI ; Yi WU ; Shunan WANG
Journal of Army Medical University 2025;47(14):1577-1586
Objective To establish and validate a multimodal MRI radiomics model based on intratumoral and peritumoral heterogeneity for prediction of spatial pattern of locally recurrent high-grade gliomas(HGGs).Methods A retrospective analysis was conducted on the clinical and imaging data of all HGGs patients who underwent maximum safe resection followed by postoperative radiotherapy combined with temozolomide treatment and experienced in local recurrence in Army Medical Center of PLA from 2012 to 2021.Two radiologists independently assessed the spatial patterns of locally recurrence HGGs through continuous follow-up MRI data,and primarily categorized the pattern into intra-resection cavity recurrence and extra-resection cavity recurrence.The subjected patients were randomly divided into a training set and a validation set in a 7∶3 ratio.In the training set,Pearson or Spearman correlation analysis and least absolute shrinkage and selection operator(LASSO)analysis were employed to screen radiomic features within the intratumoral and peritumoral regions,as well as to calculate radiomic scores.A radiomics model was established using logistic regression analysis.The performance of the model was assessed using calibration curves,Hosmer-Lemeshow goodness-of-fit test,and the area under the receiver operating characteristic curve(AUC).Validation of the model was performed in the validation set.Results A total of 121 patients with locally recurrent HGGs were enrolled in this study,including 54 in intra-resection cavity recurrence group and 67 in extra-resection cavity recurrence group.Among them,84 were assigned into the training set and 37 into the validation set.In the training set,the radiomics score for the extra-resection cavity recurrence group was 0.424(0.278,0.573),which was higher than that for the intra-resection cavity recurrence group[-0.030(-0.226,0.248),P<0.001].In the validation set,the radiomics score for the extra-resection cavity recurrence group was 0.369(0.258,0.487),which was higher than that for the intra-resection cavity recurrence group[0.277(0.103,0.322),P=0.033].The established radiomics model exhibited good calibration and performed well in predicting spatial recurrence patterns,with an AUC value of 0.844(95%CI:0.749~0.914)in the training set and 0.706(95%CI:0.534~0.844)in the validation set.Conclusion Our multimodal radiomics model combined with intratumoral and peritumoral heterogeneity can predict the spatial pattern of locally recurrent HGGs,providing a basis for individualized treatment of HGGs.

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