1.A combination strategy based on CT radiomics and machine learning method to evaluate acute exacerbation of chronic obstructive pulmonary disease
Haoran CHEN ; Dongnan MA ; Haochu WANG ; Zheng GUAN ; Xiren XU ; Hanbo CAO ; Yi LIN ; Yanqing MA
Journal of Practical Radiology 2024;40(6):893-897
Objective To evaluate the acute exacerbation of chronic obstructive pulmonary disease(COPD)(AECOPD)status via combining clinical data,lung function parameters with CT radiomic features based on machine learning method.Methods A total of 343 COPD patients,including 158 AECOPD patients and 185 non-AECOPD patients were retrospectively selected and randomly divided into training and testing sets at a ratio of 7∶3.The radiomics features were calculated after automatically delineating the whole lung volume of interest(VOI).Five machine learning methods were used to construct the AECOPD diagnostic model,then the corresponding Radiomics score(Rad-score)was calculated in the training set and was validated in the testing set.The logistic-combined model was established after integrating age,Global Initiative for Chronic Obstructive Lung Disease(GOLD)classification,vital capacity(VC),forced vital capacity(FVC),forced expiratory volume in one second(FEV1),FEV1%pred,FEV1/FVC%,peak expiratory flow(PEF),maximum ventilatory volume(MVV),and Rad-score value.The area under the curve(AUC)of receiver operating characteristic(ROC)curve was calculated to evaluate the evaluated performance of all models.Results The logistic regression model had the best diagnostic performance,with AUC of 0.724 and 0.758 in the training and testing sets,respectively.The performance of the logistic-combined model to diagnose AECOPD was superior to that of the single logistic regression model,with the AUC of 0.777 and 0.760 in the training and testing sets,respectively.Conclusion A combination strategy including clinical data,lung function parameters,and CT radiomics may be helpful to diagnose AECOPD status,with moderate diagnostic performance.
2.Background, design, and preliminary implementation of China prospective multicenter birth cohort
Si ZHOU ; Liping GUAN ; Hanbo ZHANG ; Wenzhi YANG ; Qiaoling GENG ; Niya ZHOU ; Wenrui ZHAO ; Jia LI ; Zhiguang ZHAO ; Xi PU ; Dan ZHENG ; Hua JIN ; Fei HOU ; Jie GAO ; Wendi WANG ; Xiaohua WANG ; Aiju LIU ; Luming SUN ; Jing YI ; Zhang MAO ; Zhixu QIU ; Shuzhen WU ; Dongqun HUANG ; Xiaohang CHEN ; Fengxiang WEI ; Lianshuai ZHENG ; Xiao YANG ; Jianguo ZHANG ; Zhongjun LI ; Qingsong LIU ; Leilei WANG ; Lijian ZHAO ; Hongbo QI
Chinese Journal of Perinatal Medicine 2024;27(9):750-755
China prospective multicenter birth cohort (Prospective Omics Health Atlas birth cohort, POHA birth cohort) study was officially launched in 2022. This study, in collaboration with 12 participating units, aims to establish a high-quality, multidimensional cohort comprising 20 000 naturally conceived families and assisted reproductive families. The study involves long-term follow-up of parents and offspring, with corresponding biological samples collected at key time points. Through multi-omics testing and analysis, the study aims to conduct multi-omics big data research across the entire maternal and infant life cycle. The goal is to identify new biomarkers for maternal and infant diseases and provide scientific evidence for risk prediction related to maternal diseases and neonatal health.
3.Super selective renal artery embolization-assisted partial nephrectomy for T1 stage renal carcinoma:a clinical study
Weili PENG ; Hanbo LIU ; Jiamei QIU ; Jiaqi ZHANG ; Yan XIA ; Yang LIU ; Feng LIU ; Qijun WO ; Dahong ZHANG ; Jun CHEN
Journal of Interventional Radiology 2024;33(11):1192-1196
Objective To discuss the clinical application value of super selective renal artery embolization-assisted(SRAE-assisted)laparoscopic partial nephrectomy(LPN).Methods A retrospective analysis of the clinical data of patients with stage T1 renal carcinoma,who received LPN,was conducted.The patients were divided into SRAE group(performing LPN without adopting renal hilum vascular clamping)and VC group(performing LPN with adopting renal hilum vascular clamping).The time spent for operation,amount of intraoperative blood loss,and preoperative and postoperative renal functions were compared between the two groups.According to the warm ischemia time(WIT),the patients of the VC group were subdivided into WIT<25 min subgroup and WIT≥25 min subgroup,and the preoperative and postoperative renal functions were compared between the two subgroups.Results A total of 59 patients with renal carcinoma were enrolled in this study,including 12 patients in SRAE group and 47 patients in VC group.In VC group,WIT<25 min subgroup had 33 patients and WIT≥25 min subgroup had 14 patients.In both SRAE group and VC group,no patient was referred to open surgery or total nephrectomy.No patient in SRAE group was referred to traditional LPN.The time spent for operation in SRAE group and VC group was 100.50(73.75,132.50)min and 120.00(90.00,145.00)min respectively,the difference between the two groups was not statistically significant(P>0.05).The postoperative estimated glomerular filtration rate(eGFR)in SRAE group was 100.56(82.85,106.81),which was remarkably higher than 84.66(70.84,94.85)in VC group(P<0.05).The postoperative serum creatinine level in VC group was 90.50(77.10,104.90)μmol/L,which was strikingly higher than 72.24(65.97,80.27)μmol/L in SRAE group(P<0.05).The amount of intraoperative blood loss in SRAE group was 50(50,50)mL,which was lower than 50(50,100)mL in VC group(P<0.05).In VC group,the postoperative eGFR in WIT≥25 min subgroup was 66.13(47.08,82.50),which was lower than 90.80(77.18,98.78)in WIT<25 min subgroup(P<0.05).During the postoperative one-year follow-up,no recurrence was observed in both groups.Conclusion Compared with traditional LPN,SRAE-assisted LPN doesn't need to obstruct the renal hilus during surgery,which can avoid the ischemic impairment of the residual renal function and reduce the amount of intraoperative blood loss,moreover,it doesn't increase the operation time,doesn't increase the incidence of complications such as postoperative bleeding,etc.and doesn't affect the curative efficacy and patient's prognosis.
4.A randomized crossover study of elbow-forearm support and traditional shoulder sling in the treatment of shoulder subluxation after stroke
Hanbo CHEN ; Xiao LYU ; Tiebin YAN ; Lijuan DING ; Hanbo LIN ; Si CHEN ; Qiuxia LIAO
Chinese Journal of Physical Medicine and Rehabilitation 2023;45(5):418-422
Objective:To compare the immediate effectiveness of elbow forearm support with that of a traditional shoulder sling in reducing glenohumeral subluxation (GHS) after a stroke.Methods:Eight stroke survivors with GHS were randomized to receive either 30 minutes of intervention of an elbow forearm support treatment or a traditional shoulder sling treatment twice within 24 hours. Their healthy and affected shoulders were X-rayed before and right after the treatment is ongoing as well as after the end of the 30 min of treatment. The vertical (VD) and horizontal (HD) distances from the lower edge of the acromion to the center of the humeral head were measured. The satisfaction of the patients and their relatives was surveyed.Results:The average VD and HD improved significantly more after wearing the elbow forearm support. Moreover, the patients and their relatives expressed greater satisfaction with the elbow forearm support.Conclusion:Either an elbow forearm support or a traditional shoulder sling will have an immediate effect in reducing shoulder subluxation, but the elbow forearm support is more effective and gives greater satisfaction.
5.Effect of teriparatide on residual back pain after percutaneous kyphoplasty for osteoporotic thoracolumbar compression fracture
Yunxuan LI ; Jun SHU ; Zhihua WANG ; Hangchuan BI ; Limin GUO ; Shaoxuan HE ; Nannan KOU ; Hanbo CHEN
Chinese Journal of Trauma 2022;38(3):198-204
Objective:To investigate the effect of teriparatide on residual back pain (RBP) after percutaneous kyphoplasty (PKP) for osteoporotic vertebral compression fracture (OVCF).Methods:A retrospective cohort study was used to analyze the clinical data of 90 OVCF patients sustaining RBP after PKP admitted to Second Affiliated Hospital of Kunming Medical University from September 2015 to March 2019, including 18 males and 72 females, at age of 57-85 years[(68.0±5.9) years]. Teriparatide treatment was applied regularly in 32 patients (teriparatide group) and antiosteoporosis drug was administered routinely in 58 patients (routine treatment group). Visual analogue scale (VAS) and Oswestry disability index (ODI) were compared between the two groups before operation, at 24 hours, 1 month, 3 months, 6 months and 12 months after operation. Anterior vertebral body height (ABH), middle vertebral body height (MBH), kyphosis angle (KA), maintenance rate of anterior vertebral body height (MRABH), maintenance rate of middle vertebral body height (MRMBH) and difference of kyphosis angle (DKA) were measured at 24 hours and 12 months after operation to evaluate the maintenance of vertebral height and incidence of vertebral refracture. Levels of type I collagen carboxy-terminal peptide (β-CTX) and serum N-terminal osteocalcin (N-MID) were measured before operation and at 12 months after operation to evaluate the improvement of bone metabolism. The adverse reactions of teriparatide group were observed.Results:All patients were followed up for 12-36 months[(14.3±0.6)months]. VAS and ODI were decreased gradually with time in both groups (all P<0.01). There were no significant differences in VAS between the two groups before operation and at 24 hours after operation (all P>0.05). Teriparatide group showed VAS of (4.4±0.6)points, (3.2±0.5)points, (2.0±0.5)points, (1.1±0.1)points at 1, 3, 6 and 12 months after operation, significantly lower than those in routine treatment group[(4.9±0.6)points, (4.0±0.6)points, (3.2±0.7)points, (2.7±0.1)points, respectively](all P<0.01). Teriparatide group showed ODI of 26.5±1.3 and 20.6±1.2 at 6 months and 12 months after operation, significantly lower than those in routine treatment group (28.2±1.6, 23.6±1.6) (all P<0.01). There were no significant differences in ODI between the two groups at other time points (all P>0.05). Both groups presented significantly lowered levels of ABH and MBH at 12 months after operation as compared with those at 24 hours after operation (all P<0.01). There were no significant differences in ABH or MBH between the two groups at 24 hours after operation (all P>0.05). ABH, MBH, MRABH and MRMBH in teriparatide group were (1.9±0.2)cm, (1.7±0.2)cm, 0.91±0.02 and 0.92±0.02 at 12 months after operation, significantly higher than those in routine treatment group[(1.7±0.2)cm, (1.6±0.2)cm, 0.86±0.02 and 0.87±0.02](all P<0.01). KA in both groups showed significant increase at 12 months after operation as compared with that at 24 hours after operation (all P<0.01). There was no significant difference in KA between the two groups at 24 hours after operation ( P>0.05). KA in teriparatide group was (7.3±0.7)° at 12 months after operation, significantly lower than (9.5±0.5)° in routine treatment group ( P<0.01). DKA in teriparatide group was (5.3±1.3)° at 12 months after operation, significantly lower than (6.6±1.4)° in routine treatment group ( P<0.01). Incidence of vertebral refracture in teriparatide group was 7% (2/32), significantly lower than 35% (15/58) in routine treatment group ( P<0.05). Level of β-CTX was not significantly different between and within the two groups before operation and at 12 months after operation (all P>0.05). There was no significant difference in N-MID between the two groups before operation ( P>0.05). After treatment for 12 months, level of N-MID in teriparatide group was significantly increased[19.5 (17.6, 20.9)pg/ml]as compared with that before operation[18.2 (14.6, 21.0)pg/ml]( P<0.01), and was significantly higher than that in routine treatment group[17.6 (15.3, 19.9)pg/ml]( P<0.01). Routine treatment group showed no significant difference in level of N-MID before operation and at 12 months after operation ( P>0.05). Two patients in teriparatide group had orthostatic hypotension after treatment. Conclusion:For OVCF patients with RBP after PKP, teriparatide can effectively alleviate pain, improve motor dysfunction, maintain the height of bone cement vertebral body, reduce incidence of vertebral refracture and enhance the activity of osteoblasts, with less adverse reactions.
6.Precision thoracic radiotherapy in limited-stage small cell lung cancer: a network meta-analysis
Tao YANG ; Lijuan CAO ; Xiaodong JIANG ; Yuwei FAN ; Jia LI ; Dan WU ; Hanbo CHEN ; Youyou XIA
Chinese Journal of Radiation Oncology 2022;31(5):431-437
Objective:To systematically evaluate the efficacy and safety of precision thoracic radiotherapy (TRT) in the limited-stage small cell lung cancer (LS-SCLC) patients by network meta-analysis.Methods:Randomized controlled trials (RCTs) of TRT regimes in the LS-SCLC were electronically searched from PubMed, Web of Science, The Cochrane Library, CNKI and Wanfang Data from inception to September 1 st, 2021. Two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies. Statistical analysis was performed by Stata 17 and R 4.1.1 software. Results:A total of 6 RCTs involving 1730 patients with six radiation regimens including hyperfractionated radiotherapy (HFRT): HFRT 45(45 Gy/30 F) and HFRT 60(60 Gy/40 F); conventional fractionated radiotherapy (CFRT): CFRT 70(70 Gy/35 F) and CFRT 66(66 Gy/33 F); moderately hypofractionated radiotherapy (MHFRT): MHFRT 65(65 Gy/26 F) and MHFRT 42(42 Gy/15 F) were included. The network meta-analysis showed that: in terms of improving progression-free survival and overall survival, there was no statistically significant difference among the six radiotherapy regimens. The probabilistic ranking results were: MHFRT 65> HFRT 60>CFRT 66>CFRT 70>MHFRT 42>HFRT 45, and HFRT 60>MHFRT 65>CFRT 66>CFRT 70>HFRT 45>MHFRT 42, respectively. The HFRT 60 regimen was superior to other regimens in reducing the incidence of grade ≥3 pneumonia, and there was no difference between the regimens in causing grade ≥3 radiation esophagitis, and the results of ranking probability were: HFRT 60> MHFRT 42>CFRT 66>CFRT 70>HFRT 45>MHFRT 65, and HFRT 60>CFRT 70>CFRT 66>HFRT 45>MHFRT 42>MHFRT 65, respectively. Conclusions:HFRT 60 radiotherapy regimen may be more effective and safer in the treatment of LS-SCLC patients as a priority choice for LS-SCLC TRT. Limited by the number and quality of included studies, the above conclusions need to be verified by more high-quality studies.
7.Risk factors of adjacent segment diseases after lumbar fusion
Yunxuan LI ; Yong LIU ; Jun SHU ; Zhihua WANG ; Shaoxuan HE ; Limin GUO ; Nannan KOU ; Hanbo CHEN ; Jia LYU ; Hao DUAN
Chinese Journal of Orthopaedics 2022;42(19):1283-1291
Objective:To explore the risk factors of adjacent segment diseases (ASDis) after lumbar fusion, summarize the prevention strategies and provide reference for clinical treatment.Methods:All of 258 patients who underwent lumbar interbody fusion from March 2014 to March 2019 were retrospectively analyzed, including 95 males and 163 females, the age of whom was 61.8±8.4 years (range, 39-77 years). The patients were divided into ASDis group and non-ASDis group according to whether ASDis occurred at the follow-up of 24 months after operation. The patient's individual factors [gender, age, body mass index (BMI), main diagnosis, preoperative paraspinal muscle fatty degree, etc.] and surgical factors (operation type, fixed segment, fusion segment, etc.), sagittal parameters [lumbar lordosis (LL), pelvic incidence (PI), pelvic tilt (PT), sacral slope (SS), PI-LL] were recorded. After univariate analysis of potential risk factors, the factors with P<0.05 were substituted into logistic regression model for multivariate analysis to determine the risk factors of ASDis after lumbar fusion. Results:ASDis occurred in 24 patients after lumbar fusion, with an incidence of 9.3% (24/258); univariate analysis showed that age ≥ 60 years old, complicated with osteoporosis, preoperative fatty degree of paraspinal muscle (GCS grade≥3), PLIF operation, suspension fixation, total laminectomy and multi-segment fusion (≥ 3 segments) were the potential risk factors for ASDis after operation (P<0.05); Gender, education level, partner status, type of work, BMI, obesity (BMI≥24 kg/m 2) , smoking, use of bisphosphonates, concomitant lumbar spinal stenosis, lumbar lordosis angle, pelvic incidence angle, pelvic tilt angle, sacral slope angle, and PI-LL had no significant correlation with ASDis. Logistic regression analysis showed that age ≥ 60 years ( OR=5.63, 95% CI: 1.56, 20.29, P=0.008), preoperative paravertebral muscle fatty GCS ≥ 3 ( OR=4.82, 95% CI: 1.36, 17.13, P=0.015), combined with osteoporosis ( OR=14.04, 95% CI: 2.53, 77.79, P=0.002), PLIF ( OR=9.69, 95% CI: 1.91, 49.03, P=0.001), and multi-segment fixation ( OR=9.36, 95% CI: 1.77, 49.41, P=0.008) were the risk factors for ASDis after lumbar fusion; Incomplete laminectomy ( OR=0.09, 95% CI: 0.02, 0.37, P=0.001) and suspension fixation ( OR=0.16, 95% CI: 0.02, 0.94, P=0.042) were the protective factors of ASDis after lumbar fusion. Conclusion:The patients with age ≥ 60 years old, osteoporosis and preoperative paraspinal muscle fatty degree ≥ 3 grade GCS should be more careful in choosing the surgical methods, and try to choose transforaminal interbody fusion, posterolateral fusion, short segment fusion, decompression with preservation of vertebral lamina, suspension fixation and other surgical methods to reduce the incidence of postoperative ASDis.
8.Mid-term outcomes between different typing uncomplicated acute type B aortic dissection treated with thoracic endovascular aortic repair in a single center
Hanbo LIU ; Jun CHEN ; Min DENG ; Yi LIU ; Jinsong JIANG ; Jifu LAI
Chinese Journal of General Surgery 2022;37(9):665-669
Objective:To investigate the imaging characteristics of uncomplicated acute type B aortic dissection (uATBAD) and the short-term and mid-term outcomes treated with thoracic endovascular aortic repair (TEVAR).Methods:One hundred and forty uATBAD patients treated by TEVAR at Zhejiang Provincial People's Hospital from Jan 2015 to Aug 2021 were retrospectively analyzed. Patients were divided into non-high-risk characteristics group (uATBAD group, 22 cases) and high-risk characteristics group (high-risk uATBAD group, 118 cases) according to the presence or absence of high-risk characteristics. The clinical and follow-up data were analyzed, and the incidence of complications, re-intervention rate, and mortality in the perioperative period and 5-year follow-up were evaluated.Results:The aortic diameter, false lumen diameter and the proportion of laceration in lesser curvature in the high-risk group were higher than those in the non-high-risk group ( P<0.05). There was no significant difference in the incidence of perioperative complications and 30 day mortality between two groups ( P>0.05). The follow-up time ranged from 6 to 83 months (mean 38.3 months). The 5-year mid-term follow-up showed that there was no significant difference in the incidence of aorta-related complications, re-intervention rate, and mortality between two groups ( P>0.05). Conclusions:The imaging characteristics of different typing uATBAD were significantly different. The short- and mid-term clinical effects of TEVAR were similar between the two groups.
9.Dynamic cell transition and immune response landscapes of axolotl limb regeneration revealed by single-cell analysis.
Hanbo LI ; Xiaoyu WEI ; Li ZHOU ; Weiqi ZHANG ; Chen WANG ; Yang GUO ; Denghui LI ; Jianyang CHEN ; Tianbin LIU ; Yingying ZHANG ; Shuai MA ; Congyan WANG ; Fujian TAN ; Jiangshan XU ; Yang LIU ; Yue YUAN ; Liang CHEN ; Qiaoran WANG ; Jing QU ; Yue SHEN ; Shanshan LIU ; Guangyi FAN ; Longqi LIU ; Xin LIU ; Yong HOU ; Guang-Hui LIU ; Ying GU ; Xun XU
Protein & Cell 2021;12(1):57-66
Ambystoma mexicanum/immunology*
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Amputation
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Animals
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Biomarkers/metabolism*
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Blastomeres/immunology*
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Cell Lineage/immunology*
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Connective Tissue Cells/immunology*
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Epithelial Cells/immunology*
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Forelimb
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Gene Expression
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High-Throughput Nucleotide Sequencing
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Humans
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Immunity
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Peroxiredoxins/immunology*
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Regeneration/immunology*
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Regenerative Medicine/methods*
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Single-Cell Analysis/methods*
10.Analysis of the correlation between thyroid function and cognitive function ients with subcortical arteriosclerotic encephalopathy
Yanbin CHEN ; Xuezhi CHEN ; Wei XU ; Hanbo CHEN ; Sudiao QIU
Clinical Medicine of China 2018;34(3):241-244
Objective To explore the correlation between thyroid function and cognitive ability in patients with subcortical arteriosclerotic encephalopathy.Methods Montreal cognitive assessment scale (Montreal Cognitive Assessment,MoCA) was used to evaluate the cognitive function of SAE patients with normal thyroid function and hypothyroidism.And the difference in the risk factors of SAE cognitive ability in patients with different thyroid functions was analyzed.Results There were no significant differences in gender,age,risk factors of hypertension,cerebral infarction,diabetes and smoking between the two groups (P>0.05).The levels of FT3,FT4,TSH,MoCA and ADL in patients with hypothyroidism were (2.92±0.35) pmol/L,(15.61±2.76) pmol/L,(13.05± 1.64) mU/L,(12.73±5.75) points,(45.64±25.77) points,respectively.The levels of FT3,FT4 and TSH in normal thyroid function group and MoCA,ADL scores were (4.27±0.55)pmol/L,(16.74 ± 2.35) pmol/L,(2.73 ± 0.38) mU/L,(18.15 ± 5.35) points,(62.17 ± 26.72) points,respectively.The data of the hypothyroidism group was significantly lower than thst in the normal thyroid function group,and the difference was statistically significant (t =3.591,3.012,12.753,8.967,15.442,P<0.05).FT3 levels in SAE patients were positively correlated with MoCA score and ADL score (r=0.518,0.617,P=0.026,0.018),while there was no significant correlation between FT4 level and MoCA and ADL score (r =0.015,0.007,P =0.852,0.074).MoCA score and ADL score were negatively correlated with TSH level (r=-0.651,-0.582,P=0.016,0.005).Conclusion Thyroid function is significantly correlated with cognitive ability of SAE patients.Thyroid function may be a clinical index for patients with subcortical arteriosclerosis,and provide a basis for rational drug use in patients with subcortical arteriosclerosis.

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