1.Brain midline segmentation method based on prior knowledge and path optimization.
Shuai GENG ; Yonghui LI ; Yu AO ; Weili SHI ; Yu MIAO ; Shuhan WANG ; Zhengang JIANG
Journal of Biomedical Engineering 2025;42(4):766-774
To address the challenges faced by current brain midline segmentation techniques, such as insufficient accuracy and poor segmentation continuity, this paper proposes a deep learning network model based on a two-stage framework. On the first stage of the model, prior knowledge of the feature consistency of adjacent brain midline slices under normal and pathological conditions is utilized. Associated midline slices are selected through slice similarity analysis, and a novel feature weighting strategy is adopted to collaboratively fuse the overall change characteristics and spatial information of these associated slices, thereby enhancing the feature representation of the brain midline in the intracranial region. On the second stage, the optimal path search strategy for the brain midline is employed based on the network output probability map, which effectively addresses the problem of discontinuous midline segmentation. The method proposed in this paper achieved satisfactory results on the CQ500 dataset provided by the Center for Advanced Research in Imaging, Neurosciences and Genomics, New Delhi, India. The Dice similarity coefficient (DSC), Hausdorff distance (HD), average symmetric surface distance (ASSD), and normalized surface Dice (NSD) were 67.38 ± 10.49, 24.22 ± 24.84, 1.33 ± 1.83, and 0.82 ± 0.09, respectively. The experimental results demonstrate that the proposed method can fully utilize the prior knowledge of medical images to effectively achieve accurate segmentation of the brain midline, providing valuable assistance for subsequent identification of the brain midline by clinicians.
Humans
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Brain/diagnostic imaging*
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Deep Learning
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Image Processing, Computer-Assisted/methods*
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Algorithms
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Magnetic Resonance Imaging/methods*
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Neural Networks, Computer
2.Genetic screening and typing study of Thalassemia among ethnic Miao Group in Qianxinan area of China.
Xiuxiu ZHANG ; Yan HE ; Yonghui LIAO ; Panpan LI ; Dachun TANG ; Hong ZHAO ; Hongmei MURONG
Chinese Journal of Medical Genetics 2025;42(11):1316-1321
OBJECTIVE:
To determine the carrier rate for thalassemia mutations in the ethnic Miao population of Qianxinan Prefecture.
METHODS:
Ethnic Miao people suspected for thalassemia trait at the People's Hospital of Qianxinan Prefecture, Guizhou Province between November 2020 to September 2024 were selected as the study subjects. Gap-PCR technology combined with high-throughput sequencing was used to screen a total of 666 individuals. ArcMap v10.8.2 was used to create a spatial distribution map of thalassemia based on the screening results. This study was approved by the Medical Ethics Committee of the hospital (Ethics No.: 2016-01).
RESULTS:
In total 254 positive cases were detected, with an overall positive rate of 38.14%. Among these, 173 cases were α-thalassemia (25.98%), 77 cases were β-thalassemia (11.56%), and 4 cases were αβ compound thalassemia (0.60%). The most common genotypes for α-thalassemia were αα/--SEA (positive rate = 10.06%, accounting for 38.73%), αα/-α3.7 (positive rate = 8.86%, accounting for 34.10%), and αCSα/αα (positive rate = 4.95%, accounting for 19.08%). The most common genotypes for β-thalassemia were β41/42(-TTCT)/βA (positive rate = 5.11%, accounting for 44.16%) and β17 (A>T)/βA(positive rate = 4.20%, accounting for 36.36%), with these two genotypes accounting for as much as 80.52%. The spatial distribution map indicated that the highest overall detection rate of thalassemia and α-thalassemia in the Miao population of Qianxinan Prefecture was in Xingyi City. The highest detection rate of β-thalassemia was in Zhenfeng County, and the highest detection rate of αβ compound thalassemia was in Wangmo County.
CONCLUSION
The detection rate of thalassemia among the ethnic Miaos from Qianxinan Prefecture is relatively high, which primarily consisted of α-thalassemia. Regular monitoring and educational outreach should be conducted.
Humans
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China/ethnology*
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Female
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Male
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Genetic Testing
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Adult
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alpha-Thalassemia/genetics*
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Thalassemia/ethnology*
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Ethnicity/genetics*
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Genotype
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beta-Thalassemia/ethnology*
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Adolescent
;
Mutation
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Middle Aged
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Child
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Asian People/genetics*
;
Young Adult
3.A single-center retrospective study on influence factors on surgical methods in DCIS patients
Jing SI ; Chenlian QUAN ; Miao MO ; Rong GUO ; Yonghui SU ; Benlong YANG ; Jiajian CHEN ; Zhimin SHAO ; Jiong WU
Chinese Journal of Endocrine Surgery 2019;13(5):357-363
Objective To evaluate the influence factors on surgical methods in DCIS (Ductal carcinoma in situ) patients,and the prognosis of different surgical methods in a 10-year single-center retrospective study.Methods We retrospectively included 1557 DCIS patients who received treatments in our center from Jan.2006 to Nov.2016.T tests,Chi-square analysis and logistic regression analysis were used to analyze influence factors on surgical methods.Kaplan-Meier and Log-rank analysis were used to evaluate recurrence-free survival(RFS) and loco-regional recurrence-free survival (LRRFS) in patients with different surgical methods.Results Of the enrolled 1557 DCIS patients,surgical methods included modified radical mastectomy,simple mastectomy (with or without axillary evaluation) and breast conservation surgery (with or without axillary evaluation).The number of DCIS cases in our center increased (P<0.001),so did the percentage of DCIS in annual malignant surgery cases (P=-0.026).Significant decrease was found in modified radical mastectomy (P=0.012).More than half of the patients received simple mastectomy after 2010,and more than one fifth of the patients received breast conservation surgery after 2008.About 13.99% patients who received mastectomy had breast reconstruction.The independent influence factors of refusing breast conservation surgery were age ≥ 50(P<0.001),medium nuclear grade (P=0.044),tumor size > 15mm (P<0.001) and spontaneous discharge (P<0.001).Patients with smaller tumor size (≤ 15mm) and no spontaneous discharge had 4.18-fold and 7.04-fold greater preference for breast conservation surgery,respectively(OR=0.232,P<0.001;OR=0.144,P<0.001).There were no significant differences in RFS and LRRFS in patients with different surgical methods.Conclusion The evaluation in trends and influence factors of different surgical methods provides basis on surgical precision medicine in DCIS patients.
4. A single-center retrospective study on axillary evaluation in 1 557 breast ductal carcinoma in situ patients between 2006 and 2016
Jing SI ; Chenlian QUAN ; Miao MO ; Rong GUO ; Yonghui SU ; Benlong YANG ; Jiajian CHEN ; Zhimin SHAO ; Jiong WU
Chinese Journal of Surgery 2019;57(9):681-685
Objectives:
To examine the influence factors on axillary evaluation in ductal carcinoma in situ (DCIS) patients, and the prognosis of different choices of axillary evaluation in a single-center retrospective study.
Methods:
Totally 1 557 DCIS patients admitted in Department of Breast Surgery, Fudan University Shanghai Cancer Center from January 2006 to November 2016 were retrospectively enrolled. All patients were female. The median age was 49 years (range: 21 to 85 years). Surgical methods included modified radical mastectomy, simple mastectomy (with or without axillary evaluation) and breast conservation surgery (with or without axillary evaluation). Axillary evaluation included axillary lymph node dissection (ALND) and sentinel lymph node biopsy (SLNB).
5.A single?center retrospective study on axillary evaluation in 1 557 breast ductal carcinoma in situ patients between 2006 and 2016
Jing SI ; Chenlian QUAN ; Miao MO ; Rong GUO ; Yonghui SU ; Benlong YANG ; Jiajian CHEN ; Zhimin SHAO ; Jiong WU
Chinese Journal of Surgery 2019;57(9):681-685
Objectives To examine the influence factors on axillary evaluation in ductal carcinoma in situ (DCIS) patients, and the prognosis of different choices of axillary evaluation in a single?center retrospective study. Methods Totally 1 557 DCIS patients admitted in Department of Breast Surgery, Fudan University Shanghai Cancer Center from January 2006 to November 2016 were retrospectively enrolled. All patients were female. The median age was 49 years (range: 21 to 85 years). Surgical methods included modified radical mastectomy, simple mastectomy (with or without axillary evaluation) and breast conservation surgery (with or without axillary evaluation). Axillary evaluation included axillary lymph node dissection (ALND) and sentinel lymph node biopsy (SLNB). T tests, χ2 test and Logistic regression analysis was used to analyze influence factors on axillary evaluation, respectively. Kaplan?Meier curve and Log?rank analysis were used to evaluate recurrence?free survival (RFS) and loco?regional recurrence?free survival (LRRFS) in patients with different surgical methods. Results Among the 1 557 DCIS patients, there were 1 226 cases received axillary evaluation, while 331 cases not received axillary evaluation. Patients were separated into 3 groups by different axillary evaluation choices: SLNB group (957 cases, 61.46%), ALND group (197 cases, 12.65%) and no evaluation group (403 cases, 25.88%). The patients in SLNB group increased significantly (P=0.000), from 3.85% (60/1 557) in 2006 to 75.19% (1 170/1 557) in 2016. The independent influence factors of receiving axillary evaluation were high nuclear grade ( OR=3.191, 95%CI : 1.722 to 5.912, P=0.001) and tumor size>15 mm ( OR=1.698, 95 %CI : 1.120 to 2.573, P=0.012). Also, patients received breast conservation surgery were more likely to refuse axillary evaluation ( OR=0.155, 95%CI : 0.103 to 0.233, P=0.000). There were no significant differences in RFS and LRRFS in patients with different axillary evaluation choices. Conclusions The investigation in trends and influence factors of different axillary evaluation choices provided basis on surgical precision medicine in DCIS patients. Patients received SLNB increased significantly. The independent influence factors of axillary evaluation were nuclear grade, tumor size and surgical methods. There was no significant differences in prognosis among the groups receiving different axillary evaluations.
6.A single?center retrospective study on axillary evaluation in 1 557 breast ductal carcinoma in situ patients between 2006 and 2016
Jing SI ; Chenlian QUAN ; Miao MO ; Rong GUO ; Yonghui SU ; Benlong YANG ; Jiajian CHEN ; Zhimin SHAO ; Jiong WU
Chinese Journal of Surgery 2019;57(9):681-685
Objectives To examine the influence factors on axillary evaluation in ductal carcinoma in situ (DCIS) patients, and the prognosis of different choices of axillary evaluation in a single?center retrospective study. Methods Totally 1 557 DCIS patients admitted in Department of Breast Surgery, Fudan University Shanghai Cancer Center from January 2006 to November 2016 were retrospectively enrolled. All patients were female. The median age was 49 years (range: 21 to 85 years). Surgical methods included modified radical mastectomy, simple mastectomy (with or without axillary evaluation) and breast conservation surgery (with or without axillary evaluation). Axillary evaluation included axillary lymph node dissection (ALND) and sentinel lymph node biopsy (SLNB). T tests, χ2 test and Logistic regression analysis was used to analyze influence factors on axillary evaluation, respectively. Kaplan?Meier curve and Log?rank analysis were used to evaluate recurrence?free survival (RFS) and loco?regional recurrence?free survival (LRRFS) in patients with different surgical methods. Results Among the 1 557 DCIS patients, there were 1 226 cases received axillary evaluation, while 331 cases not received axillary evaluation. Patients were separated into 3 groups by different axillary evaluation choices: SLNB group (957 cases, 61.46%), ALND group (197 cases, 12.65%) and no evaluation group (403 cases, 25.88%). The patients in SLNB group increased significantly (P=0.000), from 3.85% (60/1 557) in 2006 to 75.19% (1 170/1 557) in 2016. The independent influence factors of receiving axillary evaluation were high nuclear grade ( OR=3.191, 95%CI : 1.722 to 5.912, P=0.001) and tumor size>15 mm ( OR=1.698, 95 %CI : 1.120 to 2.573, P=0.012). Also, patients received breast conservation surgery were more likely to refuse axillary evaluation ( OR=0.155, 95%CI : 0.103 to 0.233, P=0.000). There were no significant differences in RFS and LRRFS in patients with different axillary evaluation choices. Conclusions The investigation in trends and influence factors of different axillary evaluation choices provided basis on surgical precision medicine in DCIS patients. Patients received SLNB increased significantly. The independent influence factors of axillary evaluation were nuclear grade, tumor size and surgical methods. There was no significant differences in prognosis among the groups receiving different axillary evaluations.
7.Establishment and Explanation of "Consumptive Kidney Disease" Theory
Yonghui MIAO ; Zongjiang ZHAO ; Xinxue ZHANG ; Amin WU
World Science and Technology-Modernization of Traditional Chinese Medicine 2017;19(6):1031-1037
Diabetic kidney disease (DKD) is a serious long-term complication and major death cause of patients who have suffered from diabetes mellitus (DM),which is a serious threat to the health of human being.Professor Zhao Zongjiang first came up with the of DKD "consumptive kidney disease" scientific theory,and led the scientific research team for DKD research.Our team had achieved some results,which were mainly focused on the animal experiments and cell culture experiment.And the research fields covered pharmacodynamics,oxidative stress levels and signal transduction pathways.Focusing on the reduction of extracellular matrix in the glomerular mesangial area and tubulointerstitial deposition,inhibition of podocyte injury,inhibition of podocyte apoptosis,inhibition and reversal of podocyte transdifferentiation,inhibition of renal tubular epithelial cell transdifferentiation and other scientific issues,this paper systematically explored the biological mechanism of DKD "consumptive kidney disease" scientific theory.This paper explained how "consumptive kidney disease" scientific theory was proposed and summarized related research results of our research team and developed traditional Chinese medicine (TCM) theory by supplying the TCM "consumptive organ disease" theory.
8.Renoprotective Effects of Tang-Shen-Ping on RhoA/ROCK Signaling Pathway in Diabetic Kidney Disease KKAy Mice
Yonghui MIAO ; Zongjiang ZHAO ; Xinxue ZHANG ; Meijuan YANG ; Guannan YANG ; Amin WU ; Ting WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2017;19(6):1038-1049
This study was aimed to explore the renoprotective effects of Tang-Shen-Ping (TSP) on RhoA/ROCK signaling pathway in KKAy mice with diabetic kidney disease (DKD).A total of 60 female 10-week SPF degree KKAy mice,which were fed with KK special food for 10 weeks,were made into DKD model.Mice were randomly divided in the model group,irbesartan group,low-,medium-and high-dose TSP group (0.525 g· kg-1,1.05 g· kg-1,and 2.1 g· kg-1).Ten female C57BL/6J mice were used as the normal control group.Mice of each group were intragastrically administered with corresponding medicine,respectively,while mice of the control group and the model group were given deionized water of the equal volume.The body weight was measured and the 24-hour urine protein quantification was detected every 4 weeks.At the end of the 26th week,all mice were sacrificed and the biochemical indicators,such as fasting blood glucose (FBG),serum blood urea nitrogen (BUN),serum creatinine (Scr),and triglyceride (TG) were measured.HE staining,Mallory staining and PAS staining were used to observe the pathological morphology of kidney tissues.Immunohistochemistry (IHC) and in situ hybridization (ISH) were used in the detection of transforming growth factor-β1 (TGF-β1),Ras homolog gene family member A (RhoA),Rho-associated coiled-coil-containing protein kinase 1 (ROCK1),α-smooth muscle actin (α-SMA),E-Cadherin (E-Cad) mRNA and protein expression.The results showed that compared with the model group,there were significant differences on body weight,the ratio of kidney weight to body weight,and urinary protein in the middle-and high-dose TSP group (P < 0.01);the renal pathological damage was obviously decreased;contents of FBG,BUN,Scr and TG decreased (P < 0.01);mRNA and protein expression of E-Cadherin increased;mRNA and protein expression of TGF-β1,RhoA,ROCK1 and α-SMA decreased with significant difference in the middle-and high-dosc TSP group (P < 0.01).It was concluded that the renoprotective effects and epithelial-mesenchymal transdifferentiation (EMT) of renal tubular epithelial cells of TSP on DKD KKAy mice may be related to the regulation of RhoA/ROCK signaling pathway.
9.Effect of Tangshenping Medicated Serum on Proliferationand RhoA / ROCK Signaling Pathway of High Glucose-induced Epithelial Cells of Renal Tubules
Yonghui MIAO ; Zongjiang ZHAO ; Guannan YANG ; Ting WANG ; Yawei HUANG ; Ziyan ZHANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2017;19(6):1050-1056
To study the effect of the Tangshenping containing serum on the proliferation of the high glucose-induced epithelial cells of renal tubules.To prepare durg-contained serum from rats to enter into in vitor reaction system,the cellscultured via 10% FBS-RPMI 1640 were randomly divided into 7groups:the normal group,themodel group,the Y27632 group,theirbesartangroup,the small dose Tangshenping group,the medium dose Tangshenping group and the high dose Tangshenping group and The cells were cultured in 3000 cells/well and grown in 96-well plates.Each group had 8 wells,then detect the effects of all serum sections on the proliferation of high glucose-induced epithelial cells of kidney tubules by the MTT colorimetric method after cultured for 12 h,24 h,48 h,and 60 h.Based on the results above,cell protein were extracted from each group at 24 h,and the expression of RhoA,ROCK1,α-SMA and E-cadherin in each group were detected by Western blotting.After high glucose stimulation,the shape of cell was shuttle-like or irregular triangle,the way it grew was radial;after the intervention of the corresponding serum,the shape of the cell was fiat and irregular polygonal.Started with 12h,compared with the normal group,OD value of other groups increased;at the 24h、48hand 60h,compared with the normal group,OD value of high glucose groupincreased significantly (P<0.01);compared with the high glucose group,OD value of treatment groups decreased (P<0.05);and 48 h,compared with the Y27632group,irbesartan groupand Tangshenping high dose group,OD value of Tangshenping low and medium dose groups decreased (P<0.05);60 h,compared with Y27632 group,OD value of Tangshenping medium dose groups decreased;compared with irbesartan group,OD value of o Tangshenpinggroupsdecreased (P<0.05);compared with Tangshenping high dose group,OD value of Tangshenpinglow groupsdecreased (P<0.05) Western blotting analysis showed that compared with normal group,the expression of E-Cadherin protein in high glucose group reduced,and the expression of RhoA,ROCK1 and α-SMA protein increased;compared with high glucose group,the expression of E-Cadherin protein in each treating group increased,and the Tangshenping large dose group wassignificantly different (P<0.01);the expression of RhoA,ROCK1 and or-SMA protein reduced,Tangshenping,the large dose group was significantlydifferent (P<0.01);Compared with the Y27632 group,the expression of E-cadherin,ROCK1 and α-SMA protein in Tangshenping large dose group had no significant difference,while the expression of RhoAproteinreduced (P <0.01).Compared with theirbesartan group,the expression of E-cadherin,RhoA,ROCK1 and α-SMA protein in Tangshenping large dose group had no significant difference (P>0.05).The Tangshenping containing serum is abletoinhibit the proliferation of high glucose-induced epithelial cells of kidney tubules,and can reverse renal tubular-epithelial cell transdifferentiation via regulating RhoA/ROCK signaling pathway,and restrain renal interstitial fibrosis,thereby delaying the pathogenesis of diabetic kidney disease.
10.Effect of Compound Tangshenning on Proliferation and RhoA/ROCK Signaling Pathway of High Glucose-induced Epithelial Cells of Renal Tubules
Ting WANG ; Zongjiang ZHAO ; Xinxue ZHANG ; Yonghui MIAO ; Guannan YANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2017;19(6):1066-1071
Objective:To study the effect of the prescription Tangshenning on the proliferation of the high glucoseinduced cells of near-end kidney tubules.Method:To prepare durg-contained serum from mice to enter into in vitor reaction system,the cells were randomly divided into 4 groups:the normal group,the model group,the,the irbesartan group,the tangshenning group and then detect the effects of all serum sections on the proliferation of high glucoseinduced epithelial cells of kidney tubules by the MTT colorimetric method,and the expression of RhoA,ROCK 1,Ecadherin and α-SMA in each group were detected by Western blotting.Result:The high glucose group of renal tubular epithelial cells form from the flat irregular polygon into long fusiform;After adding the drug-containing serum corresponding intervention into the cells into a flat in irregular polygon.The high glucose group of renal tubular epithelial cells show obvious proliferation condition,In the condition of 24 h,48 h,The high glucose group proliferation is better than the normal group (P<0.01),in 60 h,The high glucose group proliferation is better than the normal group (P<0.05);In 24 h,compared with the irbesartan,Tangshenning has better effect of inhibiting the cell proliferation(P<0.05);In 48 h,Tangshenning has the better effect than irbesartan and Y27632 (P<0.01);In 60 h,Tangshenning has the better effect than irbesartan and Y27632 (P<0.05);Western blotting:Western blotting analysis showed that compared with the normal group,the expression of RhoA protein in high glucose group and Y27632 decreased (P<0.01);The high glucose group and Tangshenning have significant difference (P<0.01);Y27632 and Tangshenning have difference (P<0.05).compared with the normal group,the expression of ROCK1 protein in high glucose group decreased (P<0.01);The high glucose group,Tangshenning,the irbesartan and Y27632 have difference (P<0.05).Compared with the normal group,the expression of a-SMA protein in high glucose group decreased (P<0.01);The high glucose group,Tangshenning,the irbesartan and Y27632 have difference (P<0.05).Compared with the normal group,the expression of E-Cadherin protein in high glucose group increased (P<0.05).Y27632 and Tangshenning have difference (P<0.05).The high glucose group,Tangshenning,the irbesartan and Y27632 have difference (P<0.05).Conclusion:The prescription Tangshenning is able to inhibit the proliferation of high glucose-induced epithelial cells of kidney tubules and and can reverse renal tubularepithelial cell transdifferentiation via regulating RhoA/ROCK signaling pathway,and restrain renal interstitial fibrosis,thereby delaying the pathogenesis of diabetic kidney disease.

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