1.Correlation between parental behaviors and autistic traits in children with autism spectrum disorder
Chinese Journal of School Health 2026;47(6):818-821
Objective:
To understand the correlation between autistic traits in children with autism spectrum disorder(ASD) and their parental behaviors, so as to provide evidence for improving social behavior in children with ASD.
Methods:
A total of 62 children aged 4-7 years diagnosed with ASD at Guangdong Provincial Work Injury Rehabilitation Hospital and Guangzhou Yuexiu District Children s Hospital from October 2021 to May 2025 were selected as the ASD group. A random number table method was used to select 62 healthy children of the same age from 3 ordinary kindergartens in Guangzhou as the control (typically developing,TD) group. The Parental Behavior Inventory and Social Responsiveness Scale were used to evaluate parental behaviors and autistic traits in both groups. The t-test and multiple linear regression were used to analyze the relationship between autistic traits in children with ASD and parental behaviors.
Results:
Compared with the TD group, the ASD group had significantly higher scores in social awareness, social cognition, social communication, social motivation, autistic behavior patterns, and the total score of social responsiveness, with statistically significant differences ( t =35.83, 46.17, 64.36, 41.45, 49.46,101.15, all P <0.01). The score of parental support/participation in the ASD group (24.61±4.30) was lower than that in the TD group (31.27±4.58), while the score of parental hostility/coercion in the ASD group (25.51±2.72) was higher than that in the TD group (12.75±2.72), with statistically significant differences ( t = -8.34, 26.14, both P <0.01). The total score of the Social Responsiveness Scale was negatively correlated with the dimension score of parental support/participation behaviors, and positively correlated with the dimension score of parental hostility/coercion behaviors ( r =-0.60, 0.91,both P <0.05). After adjusting for covariates such as children s age, gender, and primary caregiver, ASD children with exclusive breastfeeding ( β =-8.79) and parental support/participation behaviors ( β = -0.79 ) had a lower risk of autistic traits, while children with parental hostility/coercion behaviors ( β =4.62) had a higher risk of autistic traits (all P <0.05).
Conclusion
Autistic traits in children with ASD may be related to their parental behaviors and early feeding mode.
2.Cytokeratin (pan)-positive EWSR1/FUS::CREB fusion malignant tumor in abdominopelvic cavity: a clinicopathological and molecular analysis of four cases
Fenglin ZANG ; Yong WANG ; Xiyin WEI ; Yalei WANG ; Ye LUO ; Yuhong GUO ; Tingting DING
Chinese Journal of Pathology 2025;54(6):626-631
Objective:To investigate the clinicopathological and molecular genetic characteristics of pan cytokeratin (CKpan)-positive EWSR1/FUS::CREB fusion malignant tumors in abdominopelvic cavity.Methods:Four cases of malignant tumor with CKpan-positive EWSR1/FUS::CREB fusion were selected from January 2019 to July 2024 in the Department of Pathology, Tianjin Medical University Cancer Hospital, Tianjin, China. Their clinical, pathological, and immunohistochemical characteristics were examined. Their molecular genetic characteristics were analyzed using fluorescence in situ hybridization (FISH) and next-generation sequencing (NGS).Results:Among the 4 patients, there were 2 males and 2 females, aged 44, 44, 48 and 66 years, respectively. The tumor sites included 1 case located between the stomach and transverse colon, 1 case on the serous surface of the gastric wall, 1 case in the transverse mesocolon, and 1 case in transverse mesocolon and small mesentery. The clinical manifestations were mostly abdominal distension and abdominal pain. The maximum diameter of the tumor in the surgical resection specimen was 3.5-8.5 cm. The tumor′s cut surface was grayish-white and gray-yellow in color, with medium consistency. Microscopically, the tumor cells were mainly composed of epithelioid tumor cells, and 2 of the tumors showed that tumor cells arranged in a solid sheet or multinodular pattern, and the cytoplasm of the tumor cells was abundant, lightly stained, and the boundaries were unclear, accompanied by the formation of capsules or microcapsules, and lymphocyte and plasma cell sleeves were seen. In one case, the pseudopapillary arrangement was present, and the tumor cells were radially distributed around the fibrovascular axis. In another case, it was arranged in a pseudoacinar pattern, and the nest was surrounded by slender reticular fibers. Immunohistochemistry showed that tumor cells expressed CKpan (4/4) and WT1 (4/4, including 1 focal positive). Vimentin, CK8/18, D2-40 and S-100 were expressed in various intensities, while Calretinin was locally positive or negative. FISH showed that 2 cases had EWSR1 break-apart and 2 cases had FUS break-apart. NGS confirmed the presence of EWSR1::CREM fusion (1 case) and FUS::CREM fusion (2 cases), respectively. Except for 1 recently diagnosed case, 3 cases were followed up: 1 patient died due to tumor recurrence and metastasis (overall survival was 33 months), and 2 patients survived (1 case had recurrence 58 months after surgery, and 1 case had no recurrence or metastasis after surgery).Conclusions:CKpan-positive EWSR1/FUS::CREB fusion malignant tumor is a rare malignancy tumor with undetermined classification that tends to occur in the abdominopelvic cavity and often involves the gastrointestinal tract. Molecular testing such as FISH and NGS is helpful for a definitive diagnosis.
3.Serum Dickkopf-related protein 3 and its correlation with sarcopenia phenotypes in elderly individuals
Tingting TANG ; Qianjin SHEN ; Weilin SHI ; Ye HUANG ; Yifan LYU ; Shan LYU
Chinese Journal of Geriatrics 2025;44(12):1733-1740
Objective:To investigate the diagnostic potential of serum Dickkopf-related protein 3(Dkk3)as a novel biomarker for sarcopenia in an elderly Chinese population by examining its correlation with muscle mass, muscle strength, and physical function.Methods:The study included elderly individuals aged ≥60 years from the Health Examination Center of Jiangsu Provincial Hospital between 2021 and 2022, who had independent mobility and were free from acute diseases.Fat and muscle mass were measured using Dual-energy X-ray Absorptiometry(DXA). Grip strength and chair stand test times were employed to assess upper and lower limb muscle strength, respectively.Physical function was evaluated using the Short Physical Performance Battery(SPPB). Serum Dkk3 concentration was measured using a human Dkk3 enzyme-linked immunosorbent assay(ELISA)kit.Results:A total of 108 elderly participants(83 males)were included in the study, with an age range of 60 to 97 years(mean age: 70.6±10.8). Serum Dkk3 concentration was found to be negatively correlated with the skeletal muscle mass index(SMI)( R=-0.292, P=0.002), lower limb muscle mass( R=-0.320, P<0.001), upper limb muscle mass( R=-0.222, P=0.020), and hip muscle mass( R=-0.261, P=0.006). Functional assessments revealed negative correlations with grip strength( R=-0.204, P=0.035), 4-meter walking speed( R=-0.195, P=0.043), the three-position balance test( R=-0.245, P=0.011), and the SPPB score( R=-0.196, P=0.043). Regression analysis indicated that, after adjusting for age, sex, body mass index(BMI), and comorbidities, Dkk3 remained negatively associated with lower limb muscle mass( β=-0.197, P=0.012), hip muscle mass( β=-0.156, P=0.029), and the SPPB score( β=-0.001, P=0.013). The sarcopenia group exhibited a 55.6% higher serum Dkk3 level compared to the control group(76.68±37.62 ng/ml vs.49.27±25.88 ng/ml, P<0.001). Receiver Operating Characteristic(ROC)curve analysis determined the optimal diagnostic threshold to be 80.08 ng/ml, with an area under the curve of 0.726, a sensitivity of 41.98%, and a specificity of 96.30% for detecting sarcopenia. Conclusions:Serum Dkk3 is closely associated with reduced muscle mass in the lower limbs and hips, as well as a decline in physical function, in elderly individuals with sarcopenia.Given its cost-effectiveness and clinical utility, serum Dkk3 shows potential as a meaningful biomarker for diagnosing sarcopenia in the elderly.
4.Comparison of magnetic resonance images of the temporomandibular joint using different coils
Xiaojie ZHANG ; Tingting WU ; Ye ZHANG ; Ruiqiang GUO ; Zhi YIN ; Yue ZHAO ; Jian WANG ; Tingjun LI ; Hongmei LIU ; Xicheng GUO ; Xinhua ZHANG ; Wei HOU ; Tingting LIU ; Xuefang MA ; Xinhua LIU
Chinese Journal of Stomatology 2025;60(7):713-722
Objective:To explore and compare the clinical application value of 8-channel head phased-array coil, an 8-channel temporomandibular joint (TMJ)-specific surface coil, and a single-channel surface coil in TMJ MRI examinations.Methods:A total of 600 temporomandibular disorders (TMD) patients (1 200 joints) who underwent TMJ MRI examination in the First People′s Hospital of Jinzhong from June 2020 to January 2025 were retrospectively screened. Based on inclusion/exclusion criteria, 120 TMD patients (240 joints) with closed-mouth oblique sagittal proton density weighted imaging (OSag PDWI), coronal T2 fat-suppression weighted imaging (OCor fs T2WI) and open-mouth oblique sagittal proton density weighted imaging (OSag PDWI) were included. Patients were divided into groups A, B, and C, with 40 cases in each group. Group A (31female, 9male, median age 24 years old), underwent 8-channel head phased-array coil imaging. Group B (29 female, 11male, median age 23.5 years old) underwent TMJ imaging with an 8-channel surface coil. Group C (29 female, 11male, median age 22.5 years old) underwent single-channel surface coil imaging. There were no significant differences in age, gender, type or disease types among groups ( P>0.05). Six healthy volunteers without TMD (4 female, 2 male, range 19 to 45 years old) underwent imaging with all three coils as self-control. The signal-to-noise ratio (SNR), contrast-to-noise ratio (CNR) and image quality were compared for five regions of interest (ROI) in both patients and volunteers. Results:Under the same sequence and the same parameters, SNR and CNR in group B were higher than those in group A, and SNR and CNR in group C were also higher than those in group A, the differences were statistically significant ( P<0.05). However, there were significant differences in SNR and CNR between group B and group C in the closed and open positions of ROI1, the open positions of ROI3 and the open positions of ROI5 ( P<0.05), and there were no significant differences in other positions ( P>0.05). Group B had the best image quality, followed by group C and group A had the worst image quality. There were significant differences in the visualization of OSag PDWI in the closed mouth position, OCor T2WI in the coronal position, and OSag PDWI in the open mouth position, such as condyle, anterior attachment, joint disc, double lamina area, joint cavity and lateral pterygoid muscle ( P<0.05). There were significant differences between group B and group C in showing the joint cavity in the closed mouth position and showing the structure of the bilaminar area in the open mouth position ( P<0.05). There was no significant difference in other regions of interest ( P>0.05). The subjective scores of condyle, anterior attachment, articular disc, bilaminar area, articular cavity, lateral pterygos muscle and other structures were medium to high in group A, high in group B, and high or high in group C by two radiologists independently. In the five rois, the 8-channel TMJ surface coil showed more details, especially in the articular disc, condyle and lateral pterygoid muscle regions, and had more advantages in both volunteers and patients. Conclusions:The 8-channel TMJ-specific surface coil provides significantly clearer visualization of critical anatomical details within the ROIs, demonstrating the highest clinical application value and is recommended as the preferred choice.
5.A longitudinal study on the relationship between pre-pregnancy urolithiasis and pre-eclampsia: the mediating effect of hyperuricemia in early pregnancy
Ye CHEN ; Mengting SUN ; Ziye LI ; Qi ZOU ; Yuan PENG ; Xiaorui RUAN ; Manjun LUO ; Tingting WANG ; Jiabi QIN
Chinese Journal of Epidemiology 2025;46(1):140-146
Objective:To evaluate the association between pre-pregnancy urolithiasis and pre-eclampsia and to further explore the mediating effect of hyperuricemia in early pregnancy on the relationship between urolithiasis and pre-eclampsia.Methods:Pregnant women attending prenatal care in early pregnancy at 7 Maternal and Child Health Hospitals in Hunan Province from August 2014 to December 2019 were recruited to construct a cohort of early pregnancy. The paper questionnaire collected demographic data on pregnant women, pre-pregnancy disease history, and living habits, etc. Besides, the early pregnancy laboratory examination and pregnancy outcome for this pregnancy were derived from the hospital's electronic medical record system. Logistic regression models were used to analyze the association between pre-pregnancy urolithiasis and pre-eclampsia, and causal mediation analysis was used to investigate the mediating role and magnitude of hyperuricemia in early pregnancy in the association pathway between pre-pregnancy urolithiasis and pre-eclampsia. Results:A total of 33 579 naturally conceived singleton pregnant women were included in the analysis, of which 3 230 cases (9.6%) had hyperuricemia in early pregnancy, and 666 cases (2.0%) had pre-eclampsia. The multivariate logistic regression analysis indicated that pre-pregnancy urolithiasis increased the risk of pre-eclampsia ( OR=2.65, 95% CI: 1.56-4.51). Mediation analysis showed that after controlling for confounders, hyperuricemia in early pregnancy could mediate the association between pre-pregnancy urolithiasis and pre-eclampsia, with a mediation effect proportion of 46% ( P<0.05). Conclusions:Pre-pregnancy urolithiasis is an independent risk factor for pre-eclampsia, and early pregnancy hyperuricemia has a certain mediating effect between urolithiasis and pre-eclampsia.
6.Predicting radiation pneumonia in patients with non-small cell lung cancer using a machine learning method based on multidimensional data
Xun WANG ; Tingting BIAN ; Qiang DING ; Shuang GE ; Aiping ZHANG ; Xinshu HAN ; Yueqin CHEN ; Shucheng YE ; Guqing ZHANG ; Junli MA
Chinese Journal of Radiological Medicine and Protection 2025;45(8):774-781
Objective:To develop and validate a combined model integrating radiomics, dosiomics, and clinical parameters based on CT simulation and dosimetric images in order to predict the occurrence of radiation pneumonitis (RP) in patients with non-small cell lung cancer (NSCLC).Methods:A retrospective study was conducted on the clinic data of 143 NSCLC patients who received radiotherapy at the Affiliated Hospital of Jining Medical University from January 2016 to December 2022. Patients were randomly stratified into a training group ( n = 100) and an internal validation group ( n = 43) at a 7∶3 ratio. Moreover, clinic data were collected from 34 NSCLC patients who received radiotherapy at the Jining Cancer Hospital between January 2019 and December 2022 as an external validation group. All three groups (the training group, internal validation, and external validation groups) were further categorized into two groups based on the RP severity (i.e., RP ≥ grade 2 and RP < grade 2). Their radiotherapy dose, CT simulation, and 3D dose distribution images were collected. Then, the total lung minus planning target volume (TL-PTV) was defined as the region of interest (ROI) for radiomics and dosiomic feature extraction, followed by feature dimensionality reduction. Consequently, key features associated with RP were determined. Four predictive models were developed using machine learning approaches (especially multilayer perceptron, MLP): a clinical model (CM), a radiomics model (RM), a dosiomics model (DM), and a radiomics and dosiomics nomogram (RDN), with a nomogram subsequently constructed. Ultimately, the performance and clinical feasibility of these models were assessed using receiver operating characteristic (ROC), area under the curve (AUC), and decision curve analysis (DCA). Results:A total of 1 834 radiomic features and 1 834 dosiomic features were extracted. Using the occurrence of RP ≥ grade 2 as the marker variable, 14 radiomic features, 15 dosiomic features, and three clinical features were selected from the training group to construct the prediction models (CM, RM, DM, and RDN). The performance and generalizability of these models were subsequently validated in both the internal validation and external validation groups. Specifically, the RDN exhibited AUCs of 0.915 (95% CI: 0.852-0.978), 0.879 (95% CI: 0.777-0.982), and 0.838 (95% CI: 0.701-0.975) in the three groups, respectively. A nomogram was established for RDN by integrating the radiomics score (R-score), dosiomics score (D-score), mean lung dose (MLD), V20, and V30. This nomogram allowed for individualized risk estimation of RP and facilitated personalized radiotherapy planning. Conclusions:The RDN model that is developed based on CT simulation and 3D dose distribution images and integrates radiomics, dosiomics, and clinical features can effectively predict the RP risk of NSCLC patients. The integration of multidimensional data contributes to the formation of the optimal predictive model, offering guidance for clinicians.
7.Exploration of Rat Fetal Lung Tissue Fixation Methods
Liyu LIU ; Bo JI ; Xiaoxuan LIU ; Yang FANG ; Ling ZHANG ; Tingting GUO ; Ye QUAN ; Hewen LI ; Yitian LIU
Laboratory Animal and Comparative Medicine 2025;45(4):432-438
ObjectiveThis study explores the methods of lung tissue extraction and fixation required for pathological studies of fetal rats, based on the unique physiological structure of fetal rat lung tissue and existing lung tissue fixation techniques for adult rats. MethodsSix pregnant adult SD rats at 20.5 days of gestation were subjected to cesarean section to obtain fetal rats. Four healthy fetal rats with similar body weight, vital signs, and respiratory status were selected from each pregnant rat, and they were randomly divided into the following groups using a random number table: direct lung infiltration group, lung infiltration group after intratracheal infusion, whole-body infiltration group of fetal rats, and whole-body infiltration group after intratracheal infusion of fetal rats. To systematically compare and analyze the anatomical morphology under different fixation methods, lung tissues from four groups of fetal rats were harvested, perfused, and fixed, and the gross morphology of lung tissues in each group was observed. Paraffin sections were prepared and stained with Hematoxylin-Eosin (H&E). The histological morphology of the whole lung, alveoli, and bronchi was further examined under optical microscopy. ResultsIn the direct lung infiltration group, the hilar structures were unclear, lung lobation was indistinct, the shape was irregular, lung cavities were small, and alveoli and bronchi were shrunken. In the lung infiltration group after intratracheal infusion, the hilar structures were clear, lobation was pronounced, the shape was regular, lung cavities were large, and alveoli and bronchi were full. Both the whole-body infiltration group and whole-body infiltration group after intratracheal infusion of fetal rats exhibited visible lungs, hearts, skins, and other organs. The lung tissues of both groups showed obvious lobulation, irregular shape, and damage at the margins of lung lobes. In the whole-body infiltration group, the thoracic cavities of the fetus were flattened, lung cavities were small, and alveoli and bronchi were shrunken. In the whole-body infiltration group after intratracheal infusion of fetal rats, the fetal thoracic cavities were full, lung cavities were large, and alveoli and bronchi were relatively full. ConclusionThe lung infiltration after intratracheal infusion method for fetal rat lung tissue fixation outperforms direct lung infiltration, whole-body infiltration of fetal rats, and whole-body infiltration after intratracheal infusion of fetal rats in terms of preservation of the lung tissue's original morphology, paraffin sectioning, staining, and pathological observation and analysis. The embedding, sectioning, and staining processes are also simple and save consumables. Therefore, intratracheal infusion followed by lung infiltration method is recommended for fixation in histopathological observation of fetal rat lung tissue.
8.Analysis of evaluation results for the implementation of Specification for testing of quality control in medical X-ray diagnostic equipment (WS 76-2020)
Ling ZHANG ; Weidong ZHU ; Hezheng ZHAI ; Tingting YE ; Tinggui HE ; Wanyan CHENG ; Cheng ZHANG ; Chunxu YIN
Chinese Journal of Radiological Health 2025;34(4):559-565
Objective To evaluate the overall implementation of the WS 76-2020 standard in Anhui Province, China and identify and analyze the factors affecting the implementation of the standard, and to provide a basis for the effective implementation and revision of WS 76-2020. Methods According to the requirements of the Notice of the Department of Regulations in National Health Commission on the 2024 assessment of implementation of mandatory standards, an evaluation of radiological health standards was organized and conducted in Anhui Province. The evaluation involved the three dimensions of standard implementation status, technical content of the standards, and effectiveness of standard implementation, with subsequent data analysis. Results The total evaluation score for WS 76-2020 was 87.83 points, indicating that the standard effectively guided the quality control testing of medical X-ray diagnostic equipment. However, stability testing was either underutilized or not performed in practice. The qualified rate of X-ray diagnostic equipment in the province was 94.26%, with equipment performance issues identified as the leading contributor to non-qualified instances. Expert discussions highlighted recommendations particularly concerning the operability, applicability, and scientific rigor of the standard. Conclusion It is recommended to strengthen the dissemination and training for the standard, promote medical institutions to voluntarily conduct stability testing, provide supplementary clarifications or revisions for problematic clauses, and standardize quality control testing techniques for radiological diagnostic equipment.
9.Erythrocytapheresis for the treatment of high-altitude polycythemia
Wenchun LONG ; Dongmei WAN ; Wuyi FAN ; Xuexue LI ; Yan YE ; Zengmei SUN ; Tingting LI ; Zeng HE ; Xueping SUN
Chinese Journal of Blood Transfusion 2025;38(12):1695-1701
Objective: To investigate the efficacy and incidence of adverse reactions of therapeutic erythrocytapheresis in high altitude polycythemia (HAPC) population. Methods: A retrospective study was conducted on 243 HAPC patients who were either native residents or long-term workers in Xizang and underwent therapeutic erythrocytapheresis in the Chengdu Office Hospital of the People's Government of Xizang Autonomous Region from 2021 to 2023. A comparative study was carried out on the changes in blood routine, vital signs, skin color, serum iron metabolism data, and the incidence of adverse reactions before and after the procedure. Results: After erythrocytapheresis, significant decreases were observed in red blood cell (RBC) count (7.06±0.89×10
vs 6.08±0.93×10
/L, P<0.001], hemoglobin (HGB, 211.59±17.99 vs 182.76±19.83 g/L, P<0.001), hematocrit (Hct) [(65.30±6.45)% vs (55.56±8.12)%, P<0.001], serum iron (14.46±4.38 vs 11.77±3.78 μmol/L, P=0.003), total iron-binding capacity (126.62±4.47 vs 123.73±3.77 μmol/L, P=0.002), transferrin (1.88±0.41 vs 1.77±0.12 g/L, P=0.023), transferrin saturation [(11.32±3.11)% vs (9.43±2.78)%, P=0.004], serum ferritin (832.4±295.6 vs 665.3±249.2 ng/mL, P<0.001), systolic blood pressure (123.86±14.43 vs 118.51±13.68 mmHg, P<0.001) and diastolic blood pressure (81.68±9.54 vs 74.28±7.61 mmHg, P<0.001). In contrast, platelet count (Plt, 137.21±46.21 ×10
vs 147.94±50.66 ×10
/L, P<0.001) and oxygen saturation [(93.97±3.29)% vs (95.84±2.27)%, P<0.001] increased. No significant differences were found in white blood cell (WBC) count [5.35 (4.59, 6.44)×10
/L vs 5.43 (4.54, 6.53) ×10
/L, P=0.690], unsaturated iron-binding capacity (112.15±0.50 vs 111.96±0.25 μmol/L, P=0.074) and pulse rate (73.42±11.28 vs 73.19±7.18 beats/min, P=0.750). Furthermore, skin color of the face (conjunctiva, lips) and palms mitigated after therapeutic erythrocytapheresis, changing from purplish-red to red. The total incidence of adverse reactions during erythrocytapheresis was 13.98% (34/243), including citrate toxicity 12.75% (31/243), puncture site hematoma 0.82% (2/243) and blood volume imbalance 0.41% (1/243). Conclusion: Therapeutic erythrocytapheresis could rapidly decrease HCT, Hb, serum iron, transferrin and transferrin saturation levels in HAPC patients, with a low incidence of adverse reactions. Therefore, therapeutic erythrocytapheresis has broad clinical application prospects in Xizang Autonomous Region.
10.Construction of a new biological age model based on NHANES database and its predictive role for mortality outcomes
Journal of Army Medical University 2025;47(8):876-884
Objective To develop a new biological age model based on the National Health and Nutrition Examination Survey(NHANES)database and evaluate its predictive performance for mortality outcomes.Methods After excluding pregnant women and those with incomplete clinical data,a total of 8 234 participants aged 20~79 years from NHANES 2007-2010 were included and assigned into a testing set,and another 17 522 non-pregnant participants(17~79 years old)subjected from NHANESⅢ were enrolled and served as a training set to construct the new biological age(new Bioage)model.Multiple linear regression was used to construct models for new Bioage and age-adjusted biological age(new-agefixed Bioage),and other types of biological ages were calculated.Pearson correlation analysis was performed to assess the correlation between biological age and chronological age.Based on new-agefixed Bioage,biological age acceleration was calculated,and then according to the results,the participants were divided into accelerated biological aging group(biological age acceleration≥0,n=3 884)and decelerated biological aging group(biological age acceleration<0,n=4 350).Weighted data comparisons were conducted using the survey package in R,and Cox regression analysis was used to assess the impact of biological age acceleration on the mortality of the participants.Receiver operating characteristic(ROC)curve was plotted to determine the effect of new-agefixed Bioage and biological age acceleration on the area under the curve(AUC)for the mortality.Results The new-agefixed Bioage model,composed of 9 variables,had the highest AUC value(AUC=0.889 2,P<0.001)in predicting mortality outcomes and showed high correlation with chronological age and other biological ages.The decelerated biological aging group had significantly larger proportions of males,whites,education level of high school or higher,middle to high household income,married(or with a partner),engaging in physical activity,having private insurance,and cancer(P<0.05),lower BMI,slower biological age acceleration level,and less proportions of smokers,hypertension,diabetes,cardiovascular disease,and chronic obstructive pulmonary disease when compared with the accelerated biological aging group(P<0.05).Cox regression analysis indicated that,compared to the decelerated biological aging group,the accelerated biological aging group had a significantly increased risk of mortality in Model3[adjust for age group,gender,race,BMI,education level,household income,married(or with a partner),smoking status,heavy alcohol consumption,insurance status,physical activity,hypertension,diabetes,cardiovascular disease,chronic obstructive pulmonary disease,and cancer](HR=1.62,95%CI:1.28-2.06,P<0.001).ROC curve analysis revealed that new-agefixed Bioage significantly increased the AUC values(AUC=0.781,P<0.001;AUC=0.731,P<0.001)for middle-aged and elderly populations,while biological age acceleration significantly improved the AUC values(AUC=0.756,P<0.001)for the middle-aged population.Conclusion The new-agefixed Bioage model demonstrates high correlation with chronological age and other biological ages,and has good predictive performance for mortality outcomes,particularly in middle-aged and elderly populations.


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