1.Prediction of MGMT Promoter Methylation in Glioma Using Diffusion MRI-Based Habitat Subregion Analysis
Huinan XIAO ; Kaiji DENG ; Wanyi ZHENG ; Zhenxing WU ; Yuting SHI ; Yingying HE ; Xue XU ; Yunjing XUE ; Rifeng JIANG
Chinese Journal of Medical Imaging 2025;33(9):936-947
Purpose To evaluate the predictive performance of mean apparent propagator-magnetic resonance imaging(MAP-MRI)combined with habitat analysis for determining O6-methylguanine-DNA methyltransferase(MGMT)promoter methylation status in glioma.Materials and Methods This retrospective study analyzed MRI and clinical data from 55 patients with surgically confirmed glioma at Fujian Medical University Union Hospital from January 2019 to December 2023.All patients underwent structural and diffusion-weighted imaging.Three-dimensional volumes of interest were delineated in the tumor solid region using ImageJ software.The nn-FAE tool was used to segment the tumor solid region into two habitat subregions based on mean diffusivity(MD)maps:high-MD and low-MD habitats.Average diffusion parameter values were extracted from the entire tumor solid region and each habitat subregion.Differences in parameters between methylated and unmethylated groups were compared,and the area under the curve was calculated.Results Among 55 patients,significant differences were observed in all MAP-MRI parameters and MD in the tumor solid region and low-MD habitat,as well as all parameters in the high-MD habitat between methylated and unmethylated groups(t/Z=-3.780-3.153,all P<0.05).The return-to-origin probability(RTOP)in the low-MD habitat demonstrated the highest diagnostic performance,with the area under the curve improving from 0.771 before habitat analysis to 0.827 after habitat analysis.In the high-grade subgroup,significant differences were observed in return-to-axis probability(RTAP)and RTOP in the tumor solid region;RTOP,non-Gaussianity,non-Gaussianity axial,and RTAP in the low-MD habitat;and non-Gaussianity in the high-MD habitat(t/Z=-2.820--1.976,all P<0.05).RTOP in the low-MD habitat again showed optimal diagnostic efficacy(the area under the curve 0.725 before habitat analysis,0.798 after).Multivariate analysis identified RTAP and RTOP in the tumor solid region and low-MD habitat as independent predictors of MGMT methylation.Conclusion MAP-MRI diffusion parameters demonstrate the ability to predict MGMT promoter methylation status in glioma,with superior performance compared with diffusion tensor imaging.Habitat imaging further enhances the predictive efficacy of MAP-MRI parameters for MGMT promoter methylation.
2.Prediction of MGMT Promoter Methylation in Glioma Using Diffusion MRI-Based Habitat Subregion Analysis
Huinan XIAO ; Kaiji DENG ; Wanyi ZHENG ; Zhenxing WU ; Yuting SHI ; Yingying HE ; Xue XU ; Yunjing XUE ; Rifeng JIANG
Chinese Journal of Medical Imaging 2025;33(9):936-947
Purpose To evaluate the predictive performance of mean apparent propagator-magnetic resonance imaging(MAP-MRI)combined with habitat analysis for determining O6-methylguanine-DNA methyltransferase(MGMT)promoter methylation status in glioma.Materials and Methods This retrospective study analyzed MRI and clinical data from 55 patients with surgically confirmed glioma at Fujian Medical University Union Hospital from January 2019 to December 2023.All patients underwent structural and diffusion-weighted imaging.Three-dimensional volumes of interest were delineated in the tumor solid region using ImageJ software.The nn-FAE tool was used to segment the tumor solid region into two habitat subregions based on mean diffusivity(MD)maps:high-MD and low-MD habitats.Average diffusion parameter values were extracted from the entire tumor solid region and each habitat subregion.Differences in parameters between methylated and unmethylated groups were compared,and the area under the curve was calculated.Results Among 55 patients,significant differences were observed in all MAP-MRI parameters and MD in the tumor solid region and low-MD habitat,as well as all parameters in the high-MD habitat between methylated and unmethylated groups(t/Z=-3.780-3.153,all P<0.05).The return-to-origin probability(RTOP)in the low-MD habitat demonstrated the highest diagnostic performance,with the area under the curve improving from 0.771 before habitat analysis to 0.827 after habitat analysis.In the high-grade subgroup,significant differences were observed in return-to-axis probability(RTAP)and RTOP in the tumor solid region;RTOP,non-Gaussianity,non-Gaussianity axial,and RTAP in the low-MD habitat;and non-Gaussianity in the high-MD habitat(t/Z=-2.820--1.976,all P<0.05).RTOP in the low-MD habitat again showed optimal diagnostic efficacy(the area under the curve 0.725 before habitat analysis,0.798 after).Multivariate analysis identified RTAP and RTOP in the tumor solid region and low-MD habitat as independent predictors of MGMT methylation.Conclusion MAP-MRI diffusion parameters demonstrate the ability to predict MGMT promoter methylation status in glioma,with superior performance compared with diffusion tensor imaging.Habitat imaging further enhances the predictive efficacy of MAP-MRI parameters for MGMT promoter methylation.
3.Study on the incidence of suicidal behavior and related risk factors in adolescents with depression
Wanyi PENG ; Jinping DENG ; Weiqing LIU ; Erni JI ; Hongbo HE
Chinese Journal of Psychiatry 2024;57(1):33-40
Objective:To investigate the prevalence of suicidal behaviors and their associated risk factors among adolescent inpatients with depression.Methods:A retrospective analysis of the medical records of 442 adolescent inpatients diagnosed with depression at Shenzhen Kangning Hospital from January 2016 to December 2022 was conducted. Among them, 64 were male and 358 were female. They range in age from 10 to 17. The MINI suicidal module assessment on the day of admission was employed. Based on the presence or absence of suicidal behavior in the past month, patients were divided into the attempted suicide group ( n=140) and the non-attempted suicide group ( n=302). Comparative analysis was performed on the sociodemographic characteristics, clinical features, endocrinological indices, and scores from the Eysenck Personality Questionnaire (EPQ), Short Form of the Family Environment Scale (FES-F), Adolescent Self-Rating Life Events Checklist (ASLEC), Childhood Trauma Questionnaire (CTQ), Multidimensional Anxiety Scale for Children (MASC), and Child Depression Inventory (CDI) between the two groups. Logistic regression was utilized to identify risk factors associated with suicidal behavior. Results:The prevalence of suicidal behavior in the past month among adolescent inpatients with depression was 31.67% (140/442), and the lifetime prevalence was 53.8% (238/442). Compared to patients in the non-suicidal attempt group, those in the suicidal attempt group showed higher occurrences of psychotic symptoms, comorbid physical diseases, and past suicidal behaviors, respectively, at 46% (64/140) vs 26%(77/302), 34%(47/140) vs 21%(65/302), and 81% (114/140) vs 32%(98/302) (χ 2=18.00, 7.34, 91.94; all P<0.05). In terms of scale scores, patients in the suicidal attempt group, compared to those in the non-suicidal attempt group, had higher scores in the health adaptation factor in ASLEC, with[ M( Q1, Q3)] 6 (4, 9) vs 5(3, 8) (χ 2=2.13, P<0.05); higher scores in the somatic symptom factor in MASC, with 26 (19.25, 31) vs 24 (16, 29) (χ 2=2.50; P<0.05); and higher scores in the negative emotions, low self-esteem, interpersonal problems factors, and overall CDI score (χ 2=2.35; P<0.05). Regression analysis showed that psychotic symptoms ( OR=1.85, 95% CI: 1.13-3.02), comorbid physical illnesses ( OR=1.85, 95% CI: 1.09-3.14), and past suicidal behaviors ( OR=8.34, 95% CI: 5.01-13.88) were risk factors for recent suicidal behavior (all P<0.05). Conclusions:Among adolescent inpatients with depression, the past-month suicidal behavior and any suicidal behaviors in the past are pretty high. Previous suicidal behavior, presence of psychotic symptoms, and comorbid physical disease could be the risk factors for near-future suicidal behavior.
4.Study on the incidence of suicidal behavior and related risk factors in adolescents with depression
Wanyi PENG ; Jinping DENG ; Weiqing LIU ; Erni JI ; Hongbo HE
Chinese Journal of Psychiatry 2024;57(1):33-40
Objective:To investigate the prevalence of suicidal behaviors and their associated risk factors among adolescent inpatients with depression.Methods:A retrospective analysis of the medical records of 442 adolescent inpatients diagnosed with depression at Shenzhen Kangning Hospital from January 2016 to December 2022 was conducted. Among them, 64 were male and 358 were female. They range in age from 10 to 17. The MINI suicidal module assessment on the day of admission was employed. Based on the presence or absence of suicidal behavior in the past month, patients were divided into the attempted suicide group ( n=140) and the non-attempted suicide group ( n=302). Comparative analysis was performed on the sociodemographic characteristics, clinical features, endocrinological indices, and scores from the Eysenck Personality Questionnaire (EPQ), Short Form of the Family Environment Scale (FES-F), Adolescent Self-Rating Life Events Checklist (ASLEC), Childhood Trauma Questionnaire (CTQ), Multidimensional Anxiety Scale for Children (MASC), and Child Depression Inventory (CDI) between the two groups. Logistic regression was utilized to identify risk factors associated with suicidal behavior. Results:The prevalence of suicidal behavior in the past month among adolescent inpatients with depression was 31.67% (140/442), and the lifetime prevalence was 53.8% (238/442). Compared to patients in the non-suicidal attempt group, those in the suicidal attempt group showed higher occurrences of psychotic symptoms, comorbid physical diseases, and past suicidal behaviors, respectively, at 46% (64/140) vs 26%(77/302), 34%(47/140) vs 21%(65/302), and 81% (114/140) vs 32%(98/302) (χ 2=18.00, 7.34, 91.94; all P<0.05). In terms of scale scores, patients in the suicidal attempt group, compared to those in the non-suicidal attempt group, had higher scores in the health adaptation factor in ASLEC, with[ M( Q1, Q3)] 6 (4, 9) vs 5(3, 8) (χ 2=2.13, P<0.05); higher scores in the somatic symptom factor in MASC, with 26 (19.25, 31) vs 24 (16, 29) (χ 2=2.50; P<0.05); and higher scores in the negative emotions, low self-esteem, interpersonal problems factors, and overall CDI score (χ 2=2.35; P<0.05). Regression analysis showed that psychotic symptoms ( OR=1.85, 95% CI: 1.13-3.02), comorbid physical illnesses ( OR=1.85, 95% CI: 1.09-3.14), and past suicidal behaviors ( OR=8.34, 95% CI: 5.01-13.88) were risk factors for recent suicidal behavior (all P<0.05). Conclusions:Among adolescent inpatients with depression, the past-month suicidal behavior and any suicidal behaviors in the past are pretty high. Previous suicidal behavior, presence of psychotic symptoms, and comorbid physical disease could be the risk factors for near-future suicidal behavior.
5.Research status and progress of post-colonoscopy colorectal cancer
Wanyi XIAO ; Anqi HE ; Gang LIU
Chinese Journal of Inflammatory Bowel Diseases 2023;07(2):180-185
Post-colonoscopy colorectal cancer (PCCRC) is a type of colorectal cancer closely related to colonoscopy. The quality problems of colonoscopy and some molecular mechanisms leading to the rapid progression of lesions are important causes of PCCRC. The incidence of PCCRC is higher in patients with inflammatory bowel disease (IBD) than the general population. Stratification of risk factors and individualized follow-up intervals are effective measures to reduce the risk of IBD-associated PCCRC. In this paper, we mainly introduce the incidence, etiology and pathogenesis of PCCRC, summarize relevant studies on IBD-associated PCCRC, and further discuss how to reduce the risk of PCCRC.
6.Research progress on the relationship between dietary factors and pouchitis
Jinyan JIA ; Baosong LI ; Wanyi XIAO ; Anqi HE ; Qianpeng HUANG ; Gang LIU
Chinese Journal of Inflammatory Bowel Diseases 2023;07(4):360-364
Pouchitis is a common complication of ileal pouch anal anastomosis (IPAA) in patients with ulcerative colitis or familial adenomatous polyposis and the mechanism is unknown. The dietary factors including dietary ingredients and mode are related to the occurrence and progression of pouchitis. Dietary factors may play a potential role in changing gut microbiome and regulating immune response. Therefore, adjusting the diet can prevent and treat pouchitis. This article reviews the research progress of the influence of dietary factors on pouchitis.
7.Research status and progress of post-colonoscopy colorectal cancer
Wanyi XIAO ; Anqi HE ; Gang LIU
Chinese Journal of Inflammatory Bowel Diseases 2023;07(2):180-185
Post-colonoscopy colorectal cancer (PCCRC) is a type of colorectal cancer closely related to colonoscopy. The quality problems of colonoscopy and some molecular mechanisms leading to the rapid progression of lesions are important causes of PCCRC. The incidence of PCCRC is higher in patients with inflammatory bowel disease (IBD) than the general population. Stratification of risk factors and individualized follow-up intervals are effective measures to reduce the risk of IBD-associated PCCRC. In this paper, we mainly introduce the incidence, etiology and pathogenesis of PCCRC, summarize relevant studies on IBD-associated PCCRC, and further discuss how to reduce the risk of PCCRC.
8.Research progress on the relationship between dietary factors and pouchitis
Jinyan JIA ; Baosong LI ; Wanyi XIAO ; Anqi HE ; Qianpeng HUANG ; Gang LIU
Chinese Journal of Inflammatory Bowel Diseases 2023;07(4):360-364
Pouchitis is a common complication of ileal pouch anal anastomosis (IPAA) in patients with ulcerative colitis or familial adenomatous polyposis and the mechanism is unknown. The dietary factors including dietary ingredients and mode are related to the occurrence and progression of pouchitis. Dietary factors may play a potential role in changing gut microbiome and regulating immune response. Therefore, adjusting the diet can prevent and treat pouchitis. This article reviews the research progress of the influence of dietary factors on pouchitis.
9.Clinical analysis of 4 214 prepubertal girls with vulvovaginitis
Cuilan LIN ; Bingjie HE ; Ang CHEN ; Wanyi HE ; Wanjian WEI
Journal of Chinese Physician 2014;16(5):653-656
Objective To explore the distribution of age,reasons for treatment,risk factors,and causes of vulvovaginitis in prepubertal girls.Methods A total of 4 214 prepubertal girls with vulvovaginitis who were admitted to the Girl's Sub-department,Zhongshan Boai Hospital from January 2010 to June 2013 was reviewed retrospectively.All clinical data were from medical records with files.Results Atotalof1 587 patients (37.7%) was0to1 years old,954 (22.6%) > 1 to3 years old,1 289 (30.6%) > 3 to 7 years old,and 384 (9.1%) > 7 years old.Many risk factors were associated with vaginitis,including poor hygiene (2 924 girls; 69.4%),allergies and exposure to allergens (875 girls; 20.8%).Most common reason for treatment was a referral from physical examination accounting for 919 girls (21.8%),followed by vaginal secretions 812 girls (19.3%).The causes of vulvovaginitis of all patients were evaluated,1 771 of which (42.0%) were nonspecific vulvovaginitis,1 309 (31.1%) labial adhesions,375 (8.9%) bacterial vulvovaginitis,266 (6.3%) allergic vulvovaginitis,and 266 (6.3%) affective leg rubbing action.Conclusions Prepubertal vulvovaginitis occurred mainly in infancy and preschool.Floating population was common.They were caused by many risk factors including poor hygiene,allergies,poor urination habits,etc.The most common causes of vulvovaginitis were nonspecific vulvovaginitis and labia adhesion,yet allergies and affective leg rubbing action were the more common causes of recurrent vulvovaginitis.We propose that focusing on girls' reproductive health,timely treating allergic and crossing rub legs and other diseases would help reduce the prevalence of vulvovaginitis in the prepubertal girls.
10.Development of a real time PCR assay for rapid detection of Vibrio parahaemolyticus from seafood.
Bin LIU ; Xiaohua HE ; Wanyi CHEN ; Shuijing YU ; Chunlei SHI ; Xiujuan ZHOU ; Jing CHEN ; Dapeng WANG ; Xianming SHI
Protein & Cell 2012;3(3):204-212
A real time PCR assay for the detection of Vibrio parahaemolyticus in seafood samples was developed using a novel specific target and a competitive internal amplification control (IAC). The specificity of this assay was evaluated using 390 bacterial strains including V. parahaemolyticus, and other strains belonging to Vibrio and non-Vibrio species. The real time PCR assay unambiguously distinguished V. parahaemolyticus with a detection sensitivity of 4.8 fg per PCR with purified genomic DNA or 1 CFU per reaction by counting V. parahaemolyticus colonies. The assays of avoiding interference demonstrated that, even in the presence of 2.1 μg genomic DNA or 10(7) CFU background bacteria, V. parahaemolyticus could still be accurately detected. In addition, the IAC was used to indicate false-negative results, and lower than 94 copies of IAC per reaction had no influence on the detection limit. Ninety-six seafood samples were tested, of which 58 (60.4%) were positive, including 3 false negative results. Consequently, the real time PCR assay is effective for the rapid detection of V. parahaemotyticus contaminants in seafood.
ATP-Binding Cassette Transporters
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genetics
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DNA Primers
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chemistry
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metabolism
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Food Microbiology
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methods
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Genome, Bacterial
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Real-Time Polymerase Chain Reaction
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Seafood
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microbiology
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Vibrio
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genetics
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isolation & purification
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Vibrio parahaemolyticus
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genetics
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isolation & purification

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