1.Clinical value of thrombospondin-1 and transforming growth actor-β in predicting post hepatectomy liver failure
Hasimu HAXIAOBIEKE ; Jing WU ; Gang YAO ; Apaer SHADIKE ; Fulati XIAPUKAITI ; Yun-Fei ZHANG ; Tuersunmaimaiti ABUDUSHALAMUU ; Tuxun TUERHONGJIANG
Chinese Journal of Current Advances in General Surgery 2024;27(6):442-446
		                        		
		                        			
		                        			Objective:To explore the dynamic changes of thrombosbondin-1(TSP-1)and transforming growth factor beta(TGF-β)in patients who underwent hepatectomy and their clinical value in predicting post-hepatectomy liver failure(PHLF).Methods:Clinical data of 113 patients who received hepatectomy in the First Affiliated Hospital of Xinjiang Medical University from Janu-ary 2016 to March 2019 were retrospectively analyzed.The cohort comprised 59 males and 54 fe-males,with an average age of(41.00±13.98)years.According to the standard of the International Study Group of Liver Surgery(ISGLS),TSP-1 was divided into the PHLF group(n=40)and the non-PHLF group(n=73).The dynamic changes of plasma TSP-1 and TGF-β plasma levels during peri-operative period were observed.The definition and diagnostic criteria suggested by ISGLS was used to evaluate PHLF.The value of plasma TSP-1 and TGF-β level in predicting PHLF were ana-lyzed by calculating areas under the receiver operating characteristic curves(AUCs).Patients were divided into TSP-1 high group and TSP-1 low groups based upon the ROC cutoff values and their correlation with PHLF was analyzed.T test and Mann-Whitney rank sum test were performed to compare the TSP-1 and TGF-β levels between the two groups.The rate comparison was carried out by Chi-square test or Fisher's exact test.Results:In this study,40 patients experienced vary-ing degrees of PHLF.The plasma levels of TSP-1 on postoperative day I(POD1)and day 7(POD 7)in the PHLF group were significantly higher than those in the non-PHLF group(P<0.05,P<0.01,re-spectively).The area under the ROC curve of plasma TSP-1 level on postoperative 1 d in the diag-nosis of PHLF was 0.725,with sensitivity of 0.864 and specificity of 0.647.The area under the ROC curve of plasma TSP-1 level on postoperative 7 d in the diagnosis of PHLF was 0.81,with sensitiv-ity of 0.818 and specificity of 0.765.Conclusion:The incidence of PHLF is related to the extent of liver resection,Child-Pugh grade and TSP-1 levels on postoperative day 1.The concentration level of TSP-1 on POD land 7 might be utilized as an effective marker for predicting PHLF.
		                        		
		                        		
		                        		
		                        	
2.Surveillance of bacterial resistance in tertiary hospitals across China:results of CHINET Antimicrobial Resistance Surveillance Program in 2022
Yan GUO ; Fupin HU ; Demei ZHU ; Fu WANG ; Xiaofei JIANG ; Yingchun XU ; Xiaojiang ZHANG ; Fengbo ZHANG ; Ping JI ; Yi XIE ; Yuling XIAO ; Chuanqing WANG ; Pan FU ; Yuanhong XU ; Ying HUANG ; Ziyong SUN ; Zhongju CHEN ; Jingyong SUN ; Qing CHEN ; Yunzhuo CHU ; Sufei TIAN ; Zhidong HU ; Jin LI ; Yunsong YU ; Jie LIN ; Bin SHAN ; Yunmin XU ; Sufang GUO ; Yanyan WANG ; Lianhua WEI ; Keke LI ; Hong ZHANG ; Fen PAN ; Yunjian HU ; Xiaoman AI ; Chao ZHUO ; Danhong SU ; Dawen GUO ; Jinying ZHAO ; Hua YU ; Xiangning HUANG ; Wen'en LIU ; Yanming LI ; Yan JIN ; Chunhong SHAO ; Xuesong XU ; Wei LI ; Shanmei WANG ; Yafei CHU ; Lixia ZHANG ; Juan MA ; Shuping ZHOU ; Yan ZHOU ; Lei ZHU ; Jinhua MENG ; Fang DONG ; Zhiyong LÜ ; Fangfang HU ; Han SHEN ; Wanqing ZHOU ; Wei JIA ; Gang LI ; Jinsong WU ; Yuemei LU ; Jihong LI ; Qian SUN ; Jinju DUAN ; Jianbang KANG ; Xiaobo MA ; Yanqing ZHENG ; Ruyi GUO ; Yan ZHU ; Yunsheng CHEN ; Qing MENG ; Shifu WANG ; Xuefei HU ; Wenhui HUANG ; Juan LI ; Quangui SHI ; Juan YANG ; Abulimiti REZIWAGULI ; Lili HUANG ; Xuejun SHAO ; Xiaoyan REN ; Dong LI ; Qun ZHANG ; Xue CHEN ; Rihai LI ; Jieli XU ; Kaijie GAO ; Lu XU ; Lin LIN ; Zhuo ZHANG ; Jianlong LIU ; Min FU ; Yinghui GUO ; Wenchao ZHANG ; Zengguo WANG ; Kai JIA ; Yun XIA ; Shan SUN ; Huimin YANG ; Yan MIAO ; Mingming ZHOU ; Shihai ZHANG ; Hongjuan LIU ; Nan CHEN ; Chan LI ; Jilu SHEN ; Wanqi MEN ; Peng WANG ; Xiaowei ZHANG ; Yanyan LIU ; Yong AN
Chinese Journal of Infection and Chemotherapy 2024;24(3):277-286
		                        		
		                        			
		                        			Objective To monitor the susceptibility of clinical isolates to antimicrobial agents in tertiary hospitals in major regions of China in 2022.Methods Clinical isolates from 58 hospitals in China were tested for antimicrobial susceptibility using a unified protocol based on disc diffusion method or automated testing systems.Results were interpreted using the 2022 Clinical &Laboratory Standards Institute(CLSI)breakpoints.Results A total of 318 013 clinical isolates were collected from January 1,2022 to December 31,2022,of which 29.5%were gram-positive and 70.5%were gram-negative.The prevalence of methicillin-resistant strains in Staphylococcus aureus,Staphylococcus epidermidis and other coagulase-negative Staphylococcus species(excluding Staphylococcus pseudintermedius and Staphylococcus schleiferi)was 28.3%,76.7%and 77.9%,respectively.Overall,94.0%of MRSA strains were susceptible to trimethoprim-sulfamethoxazole and 90.8%of MRSE strains were susceptible to rifampicin.No vancomycin-resistant strains were found.Enterococcus faecalis showed significantly lower resistance rates to most antimicrobial agents tested than Enterococcus faecium.A few vancomycin-resistant strains were identified in both E.faecalis and E.faecium.The prevalence of penicillin-susceptible Streptococcus pneumoniae was 94.2%in the isolates from children and 95.7%in the isolates from adults.The resistance rate to carbapenems was lower than 13.1%in most Enterobacterales species except for Klebsiella,21.7%-23.1%of which were resistant to carbapenems.Most Enterobacterales isolates were highly susceptible to tigecycline,colistin and polymyxin B,with resistance rates ranging from 0.1%to 13.3%.The prevalence of meropenem-resistant strains decreased from 23.5%in 2019 to 18.0%in 2022 in Pseudomonas aeruginosa,and decreased from 79.0%in 2019 to 72.5%in 2022 in Acinetobacter baumannii.Conclusions The resistance of clinical isolates to the commonly used antimicrobial agents is still increasing in tertiary hospitals.However,the prevalence of important carbapenem-resistant organisms such as carbapenem-resistant K.pneumoniae,P.aeruginosa,and A.baumannii showed a downward trend in recent years.This finding suggests that the strategy of combining antimicrobial resistance surveillance with multidisciplinary concerted action works well in curbing the spread of resistant bacteria.
		                        		
		                        		
		                        		
		                        	
3.A novel nomogram-based model to predict the postoperative overall survival in patients with gastric and colorectal cancer
Siwen WANG ; Kangjing XU ; Xuejin GAO ; Tingting GAO ; Guangming SUN ; Yaqin XIAO ; Haoyang WANG ; Chenghao ZENG ; Deshuai SONG ; Yupeng ZHANG ; Lingli HUANG ; Bo LIAN ; Jianjiao CHEN ; Dong GUO ; Zhenyi JIA ; Yong WANG ; Fangyou GONG ; Junde ZHOU ; Zhigang XUE ; Zhida CHEN ; Gang LI ; Mengbin LI ; Wei ZHAO ; Yanbing ZHOU ; Huanlong QIN ; Xiaoting WU ; Kunhua WANG ; Qiang CHI ; Jianchun YU ; Yun TANG ; Guoli LI ; Li ZHANG ; Xinying WANG
Chinese Journal of Clinical Nutrition 2024;32(3):138-149
		                        		
		                        			
		                        			Objective:We aimed to develop a novel visualized model based on nomogram to predict postoperative overall survival.Methods:This was a multicenter, retrospective, observational cohort study, including participants with histologically confirmed gastric and colorectal cancer who underwent radical surgery from 11 medical centers in China from August 1, 2015 to June 30, 2018. Baseline characteristics, histopathological data and nutritional status, as assessed using Nutrition Risk Screening 2002 (NRS 2002) score and the scored Patient-Generated Subjective Global Assessment, were collected. The least absolute shrinkage and selection operator regression and Cox regression were used to identify variables to be included in the predictive model. Internal and external validations were performed.Results:There were 681 and 127 patients in the training and validation cohorts, respectively. A total of 188 deaths were observed over a median follow-up period of 59 (range: 58 to 60) months. Two independent predictors of NRS 2002 and Tumor-Node-Metastasis (TNM) stage were identified and incorporated into the prediction nomogram model together with the factor of age. The model's concordance index for 1-, 3- and 5-year overall survival was 0.696, 0.724, and 0.738 in the training cohort and 0.801, 0.812, and 0.793 in the validation cohort, respectively.Conclusions:In this study, a new nomogram prediction model based on NRS 2002 score was developed and validated for predicting the overall postoperative survival of patients with gastric colorectal cancer. This model has good differentiation, calibration and clinical practicability in predicting the long-term survival rate of patients with gastrointestinal cancer after radical surgery.
		                        		
		                        		
		                        		
		                        	
4.Time-Dependent Sequential Changes of IL-10 and TGF-β1 in Mice with Deep Vein Thrombosis
Juan-Juan WU ; Jun-Jie HUANG ; Yu ZHANG ; Jia-Ying ZHUO ; Gang CHEN ; Shu-Han YANG ; Yun-Qi ZHAO ; Yan-Yan FAN
Journal of Forensic Medicine 2024;40(2):179-185
		                        		
		                        			
		                        			Objective To detect the expression changes of interleukin-10(IL-10)and transforming growth factor-β1(TGF-β1)during the development of deep vein thrombosis in mice,and to explore the application value of them in thrombus age estimation.Methods The mice in the experimental group were subjected to ligation of inferior vena cava.The mice were sacrificed by excessive anesthesia at 1 d,3 d,5 d,7 d,10 d,14 d and 21 d after ligation,respectively.The inferior vena cava segment with thrombosis was extracted below the ligation point.The mice in the control group were not ligated,and the inferior vena cava segment at the same position as the experimental group was extracted.The ex-pression changes of IL-10 and TGF-β1 were detected by immunohistochemistry(IHC),Western blot-ting and real-time qPCR.Results IHC results revealed that IL-10 was mainly expressed in monocytes in thrombosis and TGF-β1 was mainly expressed in monocytes and fibroblast-like cells in thrombosis.Western blotting and real-time qPCR showed that the relative expression levels of IL-10 and TGF-β1 in each experimental group were higher than those in the control group.The mRNA and protein levels of IL-10 reached the peak at 7 d and 10 d after ligation,respectively.The mRNA expression level at 7 d after ligation was 4.72±0.15 times that of the control group,and the protein expression level at 10 d after ligation was 7.15±0.28 times that of the control group.The mRNA and protein levels of TGF-β1 reached the peak at 10 d and 14 d after ligation,respectively.The mRNA expression level at 10 d after ligation was 2.58±0.14 times that of the control group,and the protein expression level at 14 d after ligation was 4.34±0.19 times that of the control group.Conclusion The expressions of IL-10 and TGF-β1 during the evolution of deep vein thrombosis present time-dependent sequential changes,and the expression levels of IL-10 and TGF-β1 can provide a reference basis for thrombus age estimation.
		                        		
		                        		
		                        		
		                        	
5.A multi-center epidemiological study on pneumococcal meningitis in children from 2019 to 2020
Cai-Yun WANG ; Hong-Mei XU ; Gang LIU ; Jing LIU ; Hui YU ; Bi-Quan CHEN ; Guo ZHENG ; Min SHU ; Li-Jun DU ; Zhi-Wei XU ; Li-Su HUANG ; Hai-Bo LI ; Dong WANG ; Song-Ting BAI ; Qing-Wen SHAN ; Chun-Hui ZHU ; Jian-Mei TIAN ; Jian-Hua HAO ; Ai-Wei LIN ; Dao-Jiong LIN ; Jin-Zhun WU ; Xin-Hua ZHANG ; Qing CAO ; Zhong-Bin TAO ; Yuan CHEN ; Guo-Long ZHU ; Ping XUE ; Zheng-Zhen TANG ; Xue-Wen SU ; Zheng-Hai QU ; Shi-Yong ZHAO ; Lin PANG ; Hui-Ling DENG ; Sai-Nan SHU ; Ying-Hu CHEN
Chinese Journal of Contemporary Pediatrics 2024;26(2):131-138
		                        		
		                        			
		                        			Objective To investigate the clinical characteristics and prognosis of pneumococcal meningitis(PM),and drug sensitivity of Streptococcus pneumoniae(SP)isolates in Chinese children.Methods A retrospective analysis was conducted on clinical information,laboratory data,and microbiological data of 160 hospitalized children under 15 years old with PM from January 2019 to December 2020 in 33 tertiary hospitals across the country.Results Among the 160 children with PM,there were 103 males and 57 females.The age ranged from 15 days to 15 years,with 109 cases(68.1% )aged 3 months to under 3 years.SP strains were isolated from 95 cases(59.4% )in cerebrospinal fluid cultures and from 57 cases(35.6% )in blood cultures.The positive rates of SP detection by cerebrospinal fluid metagenomic next-generation sequencing and cerebrospinal fluid SP antigen testing were 40% (35/87)and 27% (21/78),respectively.Fifty-five cases(34.4% )had one or more risk factors for purulent meningitis,113 cases(70.6% )had one or more extra-cranial infectious foci,and 18 cases(11.3% )had underlying diseases.The most common clinical symptoms were fever(147 cases,91.9% ),followed by lethargy(98 cases,61.3% )and vomiting(61 cases,38.1% ).Sixty-nine cases(43.1% )experienced intracranial complications during hospitalization,with subdural effusion and/or empyema being the most common complication[43 cases(26.9% )],followed by hydrocephalus in 24 cases(15.0% ),brain abscess in 23 cases(14.4% ),and cerebral hemorrhage in 8 cases(5.0% ).Subdural effusion and/or empyema and hydrocephalus mainly occurred in children under 1 year old,with rates of 91% (39/43)and 83% (20/24),respectively.SP strains exhibited complete sensitivity to vancomycin(100% ,75/75),linezolid(100% ,56/56),and meropenem(100% ,6/6).High sensitivity rates were also observed for levofloxacin(81% ,22/27),moxifloxacin(82% ,14/17),rifampicin(96% ,25/26),and chloramphenicol(91% ,21/23).However,low sensitivity rates were found for penicillin(16% ,11/68)and clindamycin(6% ,1/17),and SP strains were completely resistant to erythromycin(100% ,31/31).The rates of discharge with cure and improvement were 22.5% (36/160)and 66.2% (106/160),respectively,while 18 cases(11.3% )had adverse outcomes.Conclusions Pediatric PM is more common in children aged 3 months to under 3 years.Intracranial complications are more frequently observed in children under 1 year old.Fever is the most common clinical manifestation of PM,and subdural effusion/emphysema and hydrocephalus are the most frequent complications.Non-culture detection methods for cerebrospinal fluid can improve pathogen detection rates.Adverse outcomes can be noted in more than 10% of PM cases.SP strains are high sensitivity to vancomycin,linezolid,meropenem,levofloxacin,moxifloxacin,rifampicin,and chloramphenicol.[Chinese Journal of Contemporary Pediatrics,2024,26(2):131-138]
		                        		
		                        		
		                        		
		                        	
6.Risk factors for bronchopulmonary dysplasia in twin preterm infants:a multicenter study
Yu-Wei FAN ; Yi-Jia ZHANG ; He-Mei WEN ; Hong YAN ; Wei SHEN ; Yue-Qin DING ; Yun-Feng LONG ; Zhi-Gang ZHANG ; Gui-Fang LI ; Hong JIANG ; Hong-Ping RAO ; Jian-Wu QIU ; Xian WEI ; Ya-Yu ZHANG ; Ji-Bin ZENG ; Chang-Liang ZHAO ; Wei-Peng XU ; Fan WANG ; Li YUAN ; Xiu-Fang YANG ; Wei LI ; Ni-Yang LIN ; Qian CHEN ; Chang-Shun XIA ; Xin-Qi ZHONG ; Qi-Liang CUI
Chinese Journal of Contemporary Pediatrics 2024;26(6):611-618
		                        		
		                        			
		                        			Objective To investigate the risk factors for bronchopulmonary dysplasia(BPD)in twin preterm infants with a gestational age of<34 weeks,and to provide a basis for early identification of BPD in twin preterm infants in clinical practice.Methods A retrospective analysis was performed for the twin preterm infants with a gestational age of<34 weeks who were admitted to 22 hospitals nationwide from January 2018 to December 2020.According to their conditions,they were divided into group A(both twins had BPD),group B(only one twin had BPD),and group C(neither twin had BPD).The risk factors for BPD in twin preterm infants were analyzed.Further analysis was conducted on group B to investigate the postnatal risk factors for BPD within twins.Results A total of 904 pairs of twins with a gestational age of<34 weeks were included in this study.The multivariate logistic regression analysis showed that compared with group C,birth weight discordance of>25%between the twins was an independent risk factor for BPD in one of the twins(OR=3.370,95%CI:1.500-7.568,P<0.05),and high gestational age at birth was a protective factor against BPD(P<0.05).The conditional logistic regression analysis of group B showed that small-for-gestational-age(SGA)birth was an independent risk factor for BPD in individual twins(OR=5.017,95%CI:1.040-24.190,P<0.05).Conclusions The development of BPD in twin preterm infants is associated with gestational age,birth weight discordance between the twins,and SGA birth.
		                        		
		                        		
		                        		
		                        	
7.Knowledge, attitudes and practices regarding tuberculosis prevention and control:analysis of influencing factors of prevention and control behavior among college students in Wuhan, China
Chinese Journal of School Health 2023;44(3):361-365
		                        		
		                        			Objective:
		                        			To determine the knowledge, attitudes and practices (KAP) regarding tuberculosis prevention and control among college students in Wuhan, China, while analyzing the factors affecting tuberculosis prevention behavior.
		                        		
		                        			Methods:
		                        			Referring to the National KAP Questionnaire for Tuberculosis Prevention and Control among College Students, which was designed by China Center for Disease Control and Prevention, 22 colleges and universities in Wuhan were selected using a judgment sampling method, and a questionnaire survey was carried out through the online questionnaire platform. The formation of tuberculosis prevention and control behavior among this population was analyzed by single factor and multi factor Logistic regression.
		                        		
		                        			Results:
		                        			The total awareness rate of KAP regarding tuberculosis prevention and control among college students in Wuhan was 79.69%; the awareness rate of core knowledge was 79.28%, and the passing rate was 92.46%. The correct attitude holding rate was 89.69%, while the passing rate was 90.56%. In respect to correct behavior, the formation rate was 72.11%, with a passing rate of 96.62%. The multivariate Logistic regression analysis showed that the following factors were more likely to promote tuberculosis prevention and control behaviors that met the target: female college students ( OR =1.86); college students whose father had a primary school education level, junior high school and equivalent, high school and equivalent, and junior high school students ( OR =2.94, 3.05, 3.17,  3.24 ); no history of tuberculosis ( OR =3.32); the passing knowledge of core knowledge ( OR =9.91), and the passing attitude holding score ( OR =7.35)( P <0.05).
		                        		
		                        			Conclusion
		                        			The overall awareness rate of KAP regarding tuberculosis prevention and control among college students in Wuhan is acceptable,the mainly influenced factors are gender, history of tuberculosis, awareness rate of core knowledge about prevention and control, attitudes and cognition, and parents  educational background.
		                        		
		                        		
		                        		
		                        	
8.Trends of Oral Cancer Mortality in China from 1990 to 2019 and a 15-Year Predictive Analysis Based on a Bayesian Age-Period-Cohort Model.
Jian Chang GU ; Ji Wu SONG ; Yun LIU ; Xiao Lan WANG ; Shuang Shuang XU ; Liang Liang ZHANG ; Yun Xia LIU ; Gang DING
Biomedical and Environmental Sciences 2023;36(6):553-556
9.Yinlai Decoction Protects Microstructure of Colon and Regulates Serum Level of D-Lactic Acid in Pneumonia Mice Fed with High-Calorie and High-Protein Diet.
Yun-Hui WANG ; He YU ; Tie-Gang LIU ; Teck Chuan KONG ; Zi-An ZHENG ; Yu-Xiang WAN ; Chen BAI ; Yu HAO ; Ying-Qiu MAO ; Jun WU ; Jing-Nan XU ; Li-Jun CUI ; Yu-Han WANG ; Yan-Ran SHAN ; Ying-Jun SHAO ; Xiao-Hong GU
Chinese journal of integrative medicine 2023;29(8):714-720
		                        		
		                        			OBJECTIVE:
		                        			To investigate the effect of Yinlai Decoction (YD) on the microstructure of colon, and activity of D-lactic acid (DLA) and diamine oxidase (DAO) in serum of pneumonia mice model fed with high-calorie and high-protein diet (HCD).
		                        		
		                        			METHODS:
		                        			Sixty male Kunming mice were randomly divided into 6 groups by the random number table method: normal control, pneumonia, HCD, HCD with pneumonia (HCD-P), YD (229.2 mg/mL), and dexamethasone (15.63 mg/mL) groups, with 10 in each group. HCD mice were fed with 52% milk solution by gavage. Pneumonia mice was modeled with lipopolysaccharide inhalation and was fed by gavage with either the corresponding therapeutic drugs or saline water, twice daily, for 3 days. After hematoxylin-eosin staining, the changes in the colon structure were observed under light microscopy and transmission electron microscope, respectively. Enzyme-linked immunosorbent assay was used to detect the protein levels of DLA and DAO in the serum of mice.
		                        		
		                        			RESULTS:
		                        			The colonic mucosal structure and ultrastructure of mice in the normal control group were clear and intact. The colonic mucosal goblet cells in the pneumonia group tended to increase, and the size of the microvilli varied. In the HCD-P group, the mucosal goblet cells showed a marked increase in size with increased secretory activity. Loose mucosal epithelial connections were also observed, as shown by widened intercellular gaps with short sparse microvilli. These pathological changes of intestinal mucosa were significantly reduced in mouse models with YD treatment, while there was no significant improvement after dexamethasone treatment. The serum DLA level was significantly higher in the pneumonia, HCD, and HCD-P groups as compared with the normal control group (P<0.05). Serum DLA was significantly lower in the YD group than HCD-P group (P<0.05). Moreover, serum DLA level significantly increased in the dexamethasone group as compared with the YD group (P<0.01). There was no statistical significance in the serum level of DAO among groups (P>0.05).
		                        		
		                        			CONCLUSIONS
		                        			YD can protect function of intestinal mucosa by improving the tissue morphology of intestinal mucosa and maintaining integrity of cell connections and microvilli structure, thereby reducing permeability of intestinal mucosa to regulate the serum levels of DLA in mice.
		                        		
		                        		
		                        		
		                        			Mice
		                        			;
		                        		
		                        			Male
		                        			;
		                        		
		                        			Animals
		                        			;
		                        		
		                        			Lactic Acid/pharmacology*
		                        			;
		                        		
		                        			Intestinal Mucosa
		                        			;
		                        		
		                        			Colon/pathology*
		                        			;
		                        		
		                        			Dexamethasone/pharmacology*
		                        			;
		                        		
		                        			Diet, High-Protein
		                        			;
		                        		
		                        			Pneumonia/pathology*
		                        			
		                        		
		                        	
10.Investigation on biological subtypes of depression based on diffusion tensor imaging
Xiongying CHEN ; Hua ZHU ; Hang WU ; Jian CHENG ; Jingjing ZHOU ; Yuan FENG ; Rui LIU ; Yun WANG ; Zhifang ZHANG ; Lei FENG ; Yuan ZHOU ; Gang WANG
Sichuan Mental Health 2023;36(4):294-300
		                        		
		                        			
		                        			BackgroundBeing complex and highly heterogeneous with regard to the etiology and clinical manifestations of depression, neuroimaging studies make a breakthrough for exploring the biological subtypes of depression, while the current data-driven approach for the identification of subtyping depression using structural magnetic resonance imaging (MRI) data is insufficient. ObjectiveTo explore the biological subtypes of depression using diffusion tensor imaging (DTI) and machine learning methods. MethodsA total of 127 patients with depression who attended Beijing Anding Hospital from September 2017 to August 2021 and met the Diagnostic and Statistical Manual of Mental Disorders, fourth edition (DSM-IV) diagnostic criteria were included, and another 80 healthy individuals matched for gender and age were recruited through advertisements in surrounding communities during the same period. DTI findings, demographic characteristics and clinical data were collected from all participants. Tract-based spatial statistics (TBSS) and the Johns Hopkins University (JHU) white matter probability maps were used to extract fractional anisotropy (FA) values of white matter tracts. A semi-supervised machine learning technique was used to identify the subtypes, and the FA values for whole brain white matter of patients and controls were compared. ResultsPatients with depression were classified into two biological subtypes. FA values in multiple tracts including corpus callosum and corona radiata of subtype I patients were smaller than those of healthy controls (P<0.01, FDR corrected), and FA values in middle cerebellar peduncle, left superior cerebellar peduncle and left cerebral peduncle of subtype II patients were larger than those of healthy controls (P<0.01, FDR-corrected). Baseline Hamilton Depression Scale-17 item (HAMD-17) score yielded no statistical difference between subtype I and subtype II patients (P>0.05), while subtype I patients scored lower on HAMD-17 than subtype II patients after 12 weeks of treatment (t=2.410, P<0.05). ConclusionDepression patients exhibit two biological subtypes with distinct patterns of white matter damage. Furthermore, the subtypes respond differently to the medication treatment. [Funded by the National Key Research and Development Program of China (number, 2016YFC1307200), the Scientific Research and Cultivation Program of Beijing Municipal Hospitals (number,PX2023066), Beijing Anding Hospital, Capital Medical University (number,YJ201904, YJ201911); www.chictr.org.cn number: ChiCTR-OOC-17012566] 
		                        		
		                        		
		                        		
		                        	
            

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