1.Status and correlations of psychological distress, job satisfaction, and sleep quality among prehospital emergency medical personnel in Guangzhou
Jiarui LIANG ; Huilin JIANG ; Baoling WU ; Hanxiang GONG ; Jiangli WU ; Tongtong DENG ; Zhengyu CHEN ; Xiaohui CHEN
Journal of Environmental and Occupational Medicine 2026;43(5):614-620
Background Prehospital emergency medical personnel (PEMP) are exposed to long-term high-pressure work, which can exacerbate psychological distress and impair job satisfaction and sleep quality. However, in-depth research on the interactions among these factors is lacking. Objective To assess the status of psychological distress, job satisfaction, and sleep quality of PEMP in Guangzhou and to explore the mediating role of sleep quality in the relationship between psychological distress and job satisfaction. Methods From February to May 2025, 1085 PEMP from "120" emergency network hospitals in Guangzhou were selected using convenience sampling. Data were collected via the General Information Questionnaire, Kessler Psychological Distress Scale, Minnesota Satisfaction Questionnaire, and Pittsburgh Sleep Quality Index. Statistical analyses were performed using SPSS 25.0, and The mediation model of sleep quality in linking psychological distress and job satisfaction was constructed using AMOS 28.0. The bias-corrected Bootstrap method was employed to assessed the significance of the mediating effect. Results A total of 1063 valid responses were received (97.97% valid response rate). The mean scores were: psychological distress (27.99±10.75), job satisfaction (69.45±15.84), and sleep quality (9.82±4.47). Significant differences in the three scores were found across gender, age, monthly night shift frequency, and hospital grade (P<0.05). Higher job satisfaction was linked to lower psychological distress and better sleep quality and its dimensions, while psychological distress directly correlated with poorer sleep quality (P<0.01). Sleep quality partially mediated the relationship between psychological distress and job satisfaction, with a mediating effect of −0.195, accounting for 43.62% of the total effect. Conclusion The participants report moderate psychological distress, moderate-to-high job satisfaction, and poor sleep quality. Psychological distress directly affects job satisfaction and indirectly through its impact on sleep quality. Interventions aimed at improving sleep health and mental health are essential to improve personnel well-being and work efficiency.
2.Status and correlations of psychological distress, job satisfaction, and sleep quality among prehospital emergency medical personnel in Guangzhou
Jiarui LIANG ; Huilin JIANG ; Baoling WU ; Hanxiang GONG ; Jiangli WU ; Tongtong DENG ; Zhengyu CHEN ; Xiaohui CHEN
Journal of Environmental and Occupational Medicine 2026;43(5):614-620
Background Prehospital emergency medical personnel (PEMP) are exposed to long-term high-pressure work, which can exacerbate psychological distress and impair job satisfaction and sleep quality. However, in-depth research on the interactions among these factors is lacking. Objective To assess the status of psychological distress, job satisfaction, and sleep quality of PEMP in Guangzhou and to explore the mediating role of sleep quality in the relationship between psychological distress and job satisfaction. Methods From February to May 2025, 1085 PEMP from "120" emergency network hospitals in Guangzhou were selected using convenience sampling. Data were collected via the General Information Questionnaire, Kessler Psychological Distress Scale, Minnesota Satisfaction Questionnaire, and Pittsburgh Sleep Quality Index. Statistical analyses were performed using SPSS 25.0, and The mediation model of sleep quality in linking psychological distress and job satisfaction was constructed using AMOS 28.0. The bias-corrected Bootstrap method was employed to assessed the significance of the mediating effect. Results A total of 1063 valid responses were received (97.97% valid response rate). The mean scores were: psychological distress (27.99±10.75), job satisfaction (69.45±15.84), and sleep quality (9.82±4.47). Significant differences in the three scores were found across gender, age, monthly night shift frequency, and hospital grade (P<0.05). Higher job satisfaction was linked to lower psychological distress and better sleep quality and its dimensions, while psychological distress directly correlated with poorer sleep quality (P<0.01). Sleep quality partially mediated the relationship between psychological distress and job satisfaction, with a mediating effect of −0.195, accounting for 43.62% of the total effect. Conclusion The participants report moderate psychological distress, moderate-to-high job satisfaction, and poor sleep quality. Psychological distress directly affects job satisfaction and indirectly through its impact on sleep quality. Interventions aimed at improving sleep health and mental health are essential to improve personnel well-being and work efficiency.
3.Effects of transcranial magnetic stimulation combined with social cognition and interaction training on intrinsic motivation and social cognition in patients with schizophrenia
Xianyong ZU ; Huifang LIU ; Peng FU ; Liangju LI ; Zhuanling HE ; Huahui LIN ; Xiangyan LI ; Qianhui CHEN ; Guoyun HE ; Liyi LI ; Zhengyu WU ; Yi DONG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(1):51-59
Objective:To explore the effect of social cognition and interaction training (SCIT) combined with transcranial magnetic stimulation (TMS) on intrinsic motivation and social cognition in patients with schizophrenia.Methods:Forty-two stable schizophrenia patients were randomly divided into the SCIT + TMS group( n=22) and the SCIT group( n=20). All the subjects received 20 sessions of SCIT treatment, and the SCIT+ TMS group simultaneously received 15 sessions of intermittent theta burst stimulation(iTBS) over the left dorsolateral prefrontal cortex(DLPFC). All the subjects were assessed by intrinsic motivation inventory for schizophrenia research(IMI-SR), Chinese version of the ambiguous intentions hostility questionnaire(AIHQ-C), theory of mind-picture sequencing task(ToM-PST), mentalization scale (MentS), Chinese version of interpersonal reactivity index (IRI-C) and positive and negative syndrome scale (PANSS) before and after intervention. SPSS 26.0 software was used for data analysis.Wilcoxon signed-rank test was used for intra-group comparison before and after treatment, while Mann-Whitney U test and covariance analysis were used for inter-group comparison.Spearman correlation analysis and Logistic regression analyses were used to explore the association between the intrinsic motivation and social cognition. Results:There were no significant differences on IMI-SR scores before and after treatment between the two groups(all P>0.05). In the SCIT+ TMS group, the total score of hostility bias (HB), HB scores in ambiguous scenes, HB scores in intentional scenes, and aggressive bias (AB) scores in ambiguous scenes of AIHQ-C scale after treatment were lower than those befor treatment( Z=-2.044--3.112, all P<0.05), while the total score of ToM-PST(18.50(16.00, 21.00) vs 15.50(11.75, 18.00), Z=-2.598, P=0.009) and IRI-C imagination score (12.18±3.79, 14.41±4.73, t=-2.694, P=0.014) were higher than those before treatment.In the SCIT group, the total score of ToM-PST after treatment was higher than that before treatment(21.00(20.00, 22.00) vs 17.00(14.50, 20.75), Z=-2.518, P=0.012).There was no significant statistical difference in MentS scores between after treatment and before treatment ( P>0.05). The difference in AIHQ-C intentional scenario AB score before and after treatment was higher in the SCIT+ TMS group than in the SCIT group ( Z=-1.996, P=0.046), while there was no statistically significant difference in the difference before and after treatment in social cognitive scores between the two groups (all P>0.05).In the combined two samples, Spearman correlation analysis showed that the total score of IMI-SR before treatment was positively correlated with the primary belief score of ToM-PST understanding, reciprocity score, MentS total score, other person mentalization score, motivation mentalization score, IRI-C total score, viewpoint taking score, and empathy concern score after treatment( r=0.341-0.509, all P<0.05), while negatively correlated with AIHQ-C total score and factor scores ( r=-0.434--0.645, P<0.05).Logistic regression analysis showed that the total score of IMI-SR had negative impact on AIHQ-C total HB score( B=-0.047, OR=0.954, 95% CI=0.917-0.993).The value score had a positive impact on the total score of MentS ( B=0.143, OR=1.154, 95% CI=1.043-1.277), other person mentalization score( B=0.166, OR=1.181, 95% CI=1.058-1.318), motivation mentalization score( B=0.111, OR=1.117, 95% CI=1.021-1.223), IRI-C total score ( B=0.138, OR=1.148, 95% CI=1.038-1.270), and viewpoint taking score( B=0.194, OR=1.214, 95% CI=1.076-1.369). Interest score had a positive impact on IRI-C empathy concern score ( B=0.098, OR=1.103, 95% CI=0.998-1.218) and ToM-PST understanding primary belief score( B=0.130, OR=1.138, 95% CI=1.010-1.283) and reciprocity score( B=0.189, OR=1.208, 95% CI=1.057-1.380). Conclusion:The research results did not confirm the effect of TMS over the DLPFC on enhancing intrinsic motivation, as well as the synergistic effect of SCIT treatment on social cognition. But the correlation results indicates that improving schizophrenia patients' intrinsic motivation level in cognitive training is meaningful for promoting social cognition.
4.An observational study on efficacy and safety of regimens containing delamanid and linezolid in the treatment of rifampicin resistant tuberculosis for 24 weeks
Liping ZOU ; Qing CHEN ; Zhengyu SHI ; Xianzhen TANG ; Li LIANG ; Lei CHEN ; Guihui WU
Chinese Journal of Infection and Chemotherapy 2025;25(5):498-504
Objective To evaluate the early efficacy and safety of the regimens containing delamanid and linezolid in the treatment of rifampicin resistant tuberculosis(RR-TB).Methods A total of 47 patients diagnosed with RR-TB at Public Health Clinical Center of Chengdu from August 2020 to December 2021 were enrolled,including 22 cases(46.8%)of multidrug-resistant tuberculosis(MDR-TB),8 cases(17.0%)of RR-TB,and 17 cases(36.2%)of pre-extensively drug-resistant tuberculosis(pre-XDR-TB).All patients were treated with a regimen based on delamanid and linezolid.The efficacy and safety were evaluated at 24 weeks of treatment.Results Among the 47 patients,46(97.9%)completed 24 weeks of treatment and 1(2.1%)was lost to follow-up.At 24 weeks,the sputum culture conversion rate was 100%in the 43 patients with positive baseline sputum culture.The median conversion time was 2(2,8)weeks.Imaging examination showed absorption in 46 patients(97.9%).Overall,40 patients(85.1%)experienced varying degrees of adverse events(AEs)within 24 weeks.Eleven patients(23.4%)experienced AEs possibly related to delamanid,mainly including QTcF interval prolongation(12.8%),gastrointestinal reactions(8.5%),dizziness(2.1%),headache(2.1%),and allergy(2.1%).Six patients permanently discontinued delamanid due to AEs including gastrointestinal reactions(6.4%),prolonged QTcF interval(2.1%),severe dizziness(2.1%),and drug allergy(2.1%).Patients with low baseline CD4+T lymphocyte counts(OR=0.991,95%CI:0.984-0.999)were more likely to experience delamanid-related AEs.Thirty patients(63.8%)experienced AEs possibly related to linezolid,including myelosuppression(55.3%),peripheral neuropathy(6.4%),optic neuritis occurred(2.1%),and allergy(2.1%).Three patients(6.4%)discontinued linezolid permanently due to severe anemia,peripheral neuropathy,and allergy.Conclusions The treatment regimens containing delamanid and linezolid for RR-TB showed a high sputum culture conversion rate and good tolerance at 24 weeks.Attention should be paid to gastrointestinal reactions and cellular immunity during treatment.
5.Effects of transcranial magnetic stimulation combined with social cognition and interaction training on intrinsic motivation and social cognition in patients with schizophrenia
Xianyong ZU ; Huifang LIU ; Peng FU ; Liangju LI ; Zhuanling HE ; Huahui LIN ; Xiangyan LI ; Qianhui CHEN ; Guoyun HE ; Liyi LI ; Zhengyu WU ; Yi DONG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(1):51-59
Objective:To explore the effect of social cognition and interaction training (SCIT) combined with transcranial magnetic stimulation (TMS) on intrinsic motivation and social cognition in patients with schizophrenia.Methods:Forty-two stable schizophrenia patients were randomly divided into the SCIT + TMS group( n=22) and the SCIT group( n=20). All the subjects received 20 sessions of SCIT treatment, and the SCIT+ TMS group simultaneously received 15 sessions of intermittent theta burst stimulation(iTBS) over the left dorsolateral prefrontal cortex(DLPFC). All the subjects were assessed by intrinsic motivation inventory for schizophrenia research(IMI-SR), Chinese version of the ambiguous intentions hostility questionnaire(AIHQ-C), theory of mind-picture sequencing task(ToM-PST), mentalization scale (MentS), Chinese version of interpersonal reactivity index (IRI-C) and positive and negative syndrome scale (PANSS) before and after intervention. SPSS 26.0 software was used for data analysis.Wilcoxon signed-rank test was used for intra-group comparison before and after treatment, while Mann-Whitney U test and covariance analysis were used for inter-group comparison.Spearman correlation analysis and Logistic regression analyses were used to explore the association between the intrinsic motivation and social cognition. Results:There were no significant differences on IMI-SR scores before and after treatment between the two groups(all P>0.05). In the SCIT+ TMS group, the total score of hostility bias (HB), HB scores in ambiguous scenes, HB scores in intentional scenes, and aggressive bias (AB) scores in ambiguous scenes of AIHQ-C scale after treatment were lower than those befor treatment( Z=-2.044--3.112, all P<0.05), while the total score of ToM-PST(18.50(16.00, 21.00) vs 15.50(11.75, 18.00), Z=-2.598, P=0.009) and IRI-C imagination score (12.18±3.79, 14.41±4.73, t=-2.694, P=0.014) were higher than those before treatment.In the SCIT group, the total score of ToM-PST after treatment was higher than that before treatment(21.00(20.00, 22.00) vs 17.00(14.50, 20.75), Z=-2.518, P=0.012).There was no significant statistical difference in MentS scores between after treatment and before treatment ( P>0.05). The difference in AIHQ-C intentional scenario AB score before and after treatment was higher in the SCIT+ TMS group than in the SCIT group ( Z=-1.996, P=0.046), while there was no statistically significant difference in the difference before and after treatment in social cognitive scores between the two groups (all P>0.05).In the combined two samples, Spearman correlation analysis showed that the total score of IMI-SR before treatment was positively correlated with the primary belief score of ToM-PST understanding, reciprocity score, MentS total score, other person mentalization score, motivation mentalization score, IRI-C total score, viewpoint taking score, and empathy concern score after treatment( r=0.341-0.509, all P<0.05), while negatively correlated with AIHQ-C total score and factor scores ( r=-0.434--0.645, P<0.05).Logistic regression analysis showed that the total score of IMI-SR had negative impact on AIHQ-C total HB score( B=-0.047, OR=0.954, 95% CI=0.917-0.993).The value score had a positive impact on the total score of MentS ( B=0.143, OR=1.154, 95% CI=1.043-1.277), other person mentalization score( B=0.166, OR=1.181, 95% CI=1.058-1.318), motivation mentalization score( B=0.111, OR=1.117, 95% CI=1.021-1.223), IRI-C total score ( B=0.138, OR=1.148, 95% CI=1.038-1.270), and viewpoint taking score( B=0.194, OR=1.214, 95% CI=1.076-1.369). Interest score had a positive impact on IRI-C empathy concern score ( B=0.098, OR=1.103, 95% CI=0.998-1.218) and ToM-PST understanding primary belief score( B=0.130, OR=1.138, 95% CI=1.010-1.283) and reciprocity score( B=0.189, OR=1.208, 95% CI=1.057-1.380). Conclusion:The research results did not confirm the effect of TMS over the DLPFC on enhancing intrinsic motivation, as well as the synergistic effect of SCIT treatment on social cognition. But the correlation results indicates that improving schizophrenia patients' intrinsic motivation level in cognitive training is meaningful for promoting social cognition.
6.An observational study on efficacy and safety of regimens containing delamanid and linezolid in the treatment of rifampicin resistant tuberculosis for 24 weeks
Liping ZOU ; Qing CHEN ; Zhengyu SHI ; Xianzhen TANG ; Li LIANG ; Lei CHEN ; Guihui WU
Chinese Journal of Infection and Chemotherapy 2025;25(5):498-504
Objective To evaluate the early efficacy and safety of the regimens containing delamanid and linezolid in the treatment of rifampicin resistant tuberculosis(RR-TB).Methods A total of 47 patients diagnosed with RR-TB at Public Health Clinical Center of Chengdu from August 2020 to December 2021 were enrolled,including 22 cases(46.8%)of multidrug-resistant tuberculosis(MDR-TB),8 cases(17.0%)of RR-TB,and 17 cases(36.2%)of pre-extensively drug-resistant tuberculosis(pre-XDR-TB).All patients were treated with a regimen based on delamanid and linezolid.The efficacy and safety were evaluated at 24 weeks of treatment.Results Among the 47 patients,46(97.9%)completed 24 weeks of treatment and 1(2.1%)was lost to follow-up.At 24 weeks,the sputum culture conversion rate was 100%in the 43 patients with positive baseline sputum culture.The median conversion time was 2(2,8)weeks.Imaging examination showed absorption in 46 patients(97.9%).Overall,40 patients(85.1%)experienced varying degrees of adverse events(AEs)within 24 weeks.Eleven patients(23.4%)experienced AEs possibly related to delamanid,mainly including QTcF interval prolongation(12.8%),gastrointestinal reactions(8.5%),dizziness(2.1%),headache(2.1%),and allergy(2.1%).Six patients permanently discontinued delamanid due to AEs including gastrointestinal reactions(6.4%),prolonged QTcF interval(2.1%),severe dizziness(2.1%),and drug allergy(2.1%).Patients with low baseline CD4+T lymphocyte counts(OR=0.991,95%CI:0.984-0.999)were more likely to experience delamanid-related AEs.Thirty patients(63.8%)experienced AEs possibly related to linezolid,including myelosuppression(55.3%),peripheral neuropathy(6.4%),optic neuritis occurred(2.1%),and allergy(2.1%).Three patients(6.4%)discontinued linezolid permanently due to severe anemia,peripheral neuropathy,and allergy.Conclusions The treatment regimens containing delamanid and linezolid for RR-TB showed a high sputum culture conversion rate and good tolerance at 24 weeks.Attention should be paid to gastrointestinal reactions and cellular immunity during treatment.
7.Effects of Acupuncture at"Jiaji"Modulation of AMPK/SIRT1/PGC-1α Signaling Pathway on Angiogenesis of Lumbar Muscle Tissue in Rats with Lumbar Muscle Aging
Qun CHEN ; Zhengyu YANG ; Dongmei WANG ; Bairui CHEN ; Jing JIN ; Shaoqing CHEN
Chinese Journal of Information on Traditional Chinese Medicine 2025;32(10):113-119
Objective To observe the effects of acupuncture at"Jiaji"on angiogenesis in rats with lumbar muscle aging based on AMPK/SIRT1/PGC-1α signaling pathway;To explore its possible mechanism of improving lumbar muscle aging atrophy.Methods Totally 30 SPF male SD rats were randomly divided into model group,acupuncture group and non-acupoint group,with 10 rats in each group.Subcutaneous injection of D-galactose(300 mg/kg)into the neck and back of rats was used to prepare a subacute lumbar muscle aging rat model.Another 10 rats were selected as the blank group,and an equal amount of normal saline was subcutaneously injected into the neck and back.Intervention began in the 9th week of modeling.The acupuncture group received acupuncture at bilateral L3-L5"Jiaji",while the non-acupoint group received bilateral non-meridian and non-acupoint acupuncture,each time for 30 minutes,once a day,6 times a week,for 4 consecutive weeks.β-galactosidase staining was used to observe the morphology of rat lumbar muscle tissue;TUNEL staining was used to detect apoptosis of lumbar muscle tissue cells;ELISA was used to detect the contents of nitric oxide(NO)and endothelin-1(ET-1)in lumbar muscle tissue;immunofluorescence staining was used to detect CD31 expression and microvascular density in lumbar muscle tissue;Western blot was used to detect protein expressions of p-AMP activated protein kinase(AMPK),silencing information regulatory factor 1(SIRT1)and peroxisome proliferator activated receptor gamma co activator factor 1α(PGC-1α)in lumbar muscle tissue.Results Compared with the blank group,the positive cells of β-galactosidase staining in lumbar muscle tissue of the model group increased significantly,the apoptosis rate significantly increased(P<0.001),the NO content in lumbar muscle tissue significantly decreased(P<0.001),the ET-1 content significantly increased(P<0.001),the expression of CD31 and microvascular density significantly decreased(P<0.001),and the protein expressions of p-AMPK,SIRT1 and PGC-1α significantly decreased(P<0.01,P<0.001).Compared with the model group,the positive cells of β-galactosidase staining in lumbar muscle tissue of rats in the acupuncture group was significantly reduced,the apoptosis rate was significantly decreased(P<0.001),NO content significantly increased(P<0.001),ET-1 content was significantly reduced(P<0.01),CD31 expression and microvascular density significantly increased(P<0.01,P<0.001),and the protein expressions of p-AMPK,SIRT1,PGC-1α significantly increased(P<0.05,P<0.01).Conclusion Acupuncture at"Jiaji"can promote angiogenesis in lumbar skeletal muscle,and then improve the aging atrophy of lumbar muscle,and its mechanism may be related to the activation of AMPK/SIRT1/PGC-1α signaling pathway.
8.Study on the quality standard and application of polyoxyl(15)hydroxystearate
Jinhua CHEN ; Mingqing CHEN ; Zhengyu LIU ; Chunmeng SUN ; Lei JIANG ; Jiasheng TU
Drug Standards of China 2025;26(2):135-144
Objective:To study and establish the quality standard of Polyoxyl 15 hydroxystearate(HS15),a phar-maceutical excipient,and systematically evaluate its functionality-related characteristics and safety.HS15 was applied to the preparation of docetaxel(DTX)injection to further investigate the safety and pharmacokinetic char-acteristics of the injection in vitro and in vivo.Methods:Based on the general USP-NF2024,EP11.0 and the fourth general rules of the Chinese Pharmacopoeia 2020 edition,the quality standards of HS15 were studied.Combined with the functional properties of surfactants,the critical micelle concentration of HS15 was investigated,and its safety was investigated by hemolysis test and vascular irritation test in vitro.HS15 was further applied to the preparation of DTX injection,and the safety and efficacy of the preparation were comprehensively evaluated by in vitro cytotoxicity test and in vivo pharmacokinetic study.Results:According to the experimental results and the pharmacopoeia of various countries,the quality standard of HS15 was preliminarily formulated.When the concen-tration of HS15 was 1 mg·mL-1,the hemolysis rate was about0.2%,the vascular irritation was small,and the DTX injection was safe in vitro and in vivo.The pharmacokinetic behavior was in line with expectations.Conclusion:This study successfully established the quality standard of HS15,and its functional correlation index research and safety evaluation strategy can provide reference for the quality control of similar excipients.The appli-cation of HS15 in the preparation of DTX injection provides a theoretical and experimental basis for its application in the development of insoluble antitumor drug injection.
9.Multiparametric MRI to Predict Gleason Score Upgrading and Downgrading at Radical Prostatectomy Compared to Presurgical Biopsy
Jiahui ZHANG ; Lili XU ; Gumuyang ZHANG ; Daming ZHANG ; Xiaoxiao ZHANG ; Xin BAI ; Li CHEN ; Qianyu PENG ; Zhengyu JIN ; Hao SUN
Korean Journal of Radiology 2025;26(5):422-434
Objective:
This study investigated the value of multiparametric MRI (mpMRI) in predicting Gleason score (GS) upgrading and downgrading in radical prostatectomy (RP) compared with presurgical biopsy.
Materials and Methods:
Clinical and mpMRI data were retrospectively collected from 219 patients with prostate disease between January 2015 and December 2021. All patients underwent systematic prostate biopsy followed by RP. MpMRI included conventional diffusion-weighted and dynamic contrast-enhanced imaging. Multivariable logistic regression analysis was performed to analyze the factors associated with GS upgrading and downgrading after RP. Receiver operating characteristic curve analysis was used to estimate the area under the curve (AUC) to indicate the performance of the multivariable logistic regression models in predicting GS upgrade and downgrade after RP.
Results:
The GS after RP was upgraded, downgraded, and unchanged in 92, 43, and 84 patients, respectively. The AUCs of the clinical (percentage of positive biopsy cores [PBCs], time from biopsy to RP) and mpMRI models (prostate cancer [PCa] location, Prostate Imaging Reporting and Data System [PI-RADS] v2.1 score) for predicting GS upgrading after RP were 0.714 and 0.749, respectively. The AUC of the combined diagnostic model (age, percentage of PBCs, tPSA, PCa location, and PIRADS v2.1 score) was 0.816, which was larger than that of the clinical factors alone (P < 0.001). The AUCs of the clinical (age, percentage of PBCs, ratio of free/total PSA [F/T]) and mpMRI models (PCa diameter, PCa location, and PI-RADS v2.1 score) for predicting GS downgrading after RP were 0.749 and 0.835, respectively. The AUC of the combined diagnostic model (age, percentage of PBCs, F/T, PCa diameter, PCa location, and PI-RADS v2.1 score) was 0.883, which was larger than that of the clinical factors alone (P < 0.001).
Conclusion
Combining clinical factors and mpMRI findings can predict GS upgrade and downgrade after RP more accurately than using clinical factors alone.
10.Multiparametric MRI to Predict Gleason Score Upgrading and Downgrading at Radical Prostatectomy Compared to Presurgical Biopsy
Jiahui ZHANG ; Lili XU ; Gumuyang ZHANG ; Daming ZHANG ; Xiaoxiao ZHANG ; Xin BAI ; Li CHEN ; Qianyu PENG ; Zhengyu JIN ; Hao SUN
Korean Journal of Radiology 2025;26(5):422-434
Objective:
This study investigated the value of multiparametric MRI (mpMRI) in predicting Gleason score (GS) upgrading and downgrading in radical prostatectomy (RP) compared with presurgical biopsy.
Materials and Methods:
Clinical and mpMRI data were retrospectively collected from 219 patients with prostate disease between January 2015 and December 2021. All patients underwent systematic prostate biopsy followed by RP. MpMRI included conventional diffusion-weighted and dynamic contrast-enhanced imaging. Multivariable logistic regression analysis was performed to analyze the factors associated with GS upgrading and downgrading after RP. Receiver operating characteristic curve analysis was used to estimate the area under the curve (AUC) to indicate the performance of the multivariable logistic regression models in predicting GS upgrade and downgrade after RP.
Results:
The GS after RP was upgraded, downgraded, and unchanged in 92, 43, and 84 patients, respectively. The AUCs of the clinical (percentage of positive biopsy cores [PBCs], time from biopsy to RP) and mpMRI models (prostate cancer [PCa] location, Prostate Imaging Reporting and Data System [PI-RADS] v2.1 score) for predicting GS upgrading after RP were 0.714 and 0.749, respectively. The AUC of the combined diagnostic model (age, percentage of PBCs, tPSA, PCa location, and PIRADS v2.1 score) was 0.816, which was larger than that of the clinical factors alone (P < 0.001). The AUCs of the clinical (age, percentage of PBCs, ratio of free/total PSA [F/T]) and mpMRI models (PCa diameter, PCa location, and PI-RADS v2.1 score) for predicting GS downgrading after RP were 0.749 and 0.835, respectively. The AUC of the combined diagnostic model (age, percentage of PBCs, F/T, PCa diameter, PCa location, and PI-RADS v2.1 score) was 0.883, which was larger than that of the clinical factors alone (P < 0.001).
Conclusion
Combining clinical factors and mpMRI findings can predict GS upgrade and downgrade after RP more accurately than using clinical factors alone.

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