1.MRI radiomics combined with ResNet101 deep learning for differentiating lumbar spine brucella spondylitis and spinal metastases
Yupu LI ; Pengfei ZHAO ; Xiaojuan ZHANG ; Zhaojing ZHANG ; Ziyi WANG ; Pengfei QIAO
Chinese Journal of Medical Imaging Technology 2025;41(6):958-962
Objective To observe the value of MRI radiomics combined with ResNet101 deep learning for differentiating lumbar spine brucella spondylitis(BS)and spinal metastases(SM).Methods Seventy-one cases of lumbar spine BS and the same amount of lumbar spine SM patients were retrospectively enrolled in training set,while 33 cases of lumbar spine BS and the same amount of lumbar spine SM patients were enrolled in test set.Clinical features were screened with univariate and multivariate logistic analysis,and a clinical model(Mclinic)was constructed.ROI of lesions were drawn on lumbar sagittal T 2WI,then radiomics features were extracted to construct a radiomics model(Mradiomics).ResNet101 deep learning was integrated with radiomics,then deep learning radiomics features were extracted to construct deep learning radiomics model(MDL+R).Finally a combined model(Mcombined)was constructed through combining clinical features and deep learning radiomics features.The efficacy of the above models for differentiating BS and SM were analyzed.Results Significant differences of patients' age and proportion of fever and accessory involvement were found between BS and SM patients in training and test sets(all P<0.05),and univariate and multivariate logistic analysis showed the latter two were clinical features(both P<0.001).The area under the curve(AUC)of Mclinic for differentiating lumbar spine BS and SM was 0.794 and 0.773 in training set and test set,of Mradiomics was 0.895 and 0.791,of MDL+R was 0.926 and 0.882,while of Mcombined was 0.967 and 0.906,respectively.AUC of Mcombined was the highest in training set(all P<0.05),while in test set,AUC of Mcombined was significantly higher than that of Mclinic and Mradiomics(both P<0.05).Conclusion MRI radiomics combined with ResNet101 deep learning was helpful for differentiating lumbar spine BS and SM.Combining with clinical data could improve its diagnostic efficacy.
2.Jiawei Chunze Decoction treats urinary retention after spinal cord injury in rats based on the regulation of endoplasmic reticulum stress apoptosis
Bochao ZHU ; Yanjie LI ; Hewei QIN ; Nannan ZHAO ; Haoyuan LIU ; Zhenhua XU ; Yupu WANG
Chinese Journal of Tissue Engineering Research 2025;29(2):371-378
BACKGROUND:Preliminary clinical observations found that Jiawei Chunze Decoction is an effective formula for clinical treatment of urinary retention after spinal cord injury.Animal experiments have found that the phosphatidylinositol 3-kinase/protein kinase B(PI3K/Akt)signaling pathway is closely related to the degree of bladder dysfunction. OBJECTIVE:To further investigate the effects of Jiawei Chunze Decoction on bladder function and PI3K/Akt signaling pathway in rats with urinary retention. METHODS:Sixty female Sprague-Dawley rats were randomly divided into sham operation group,model group,Jiawei Chunze Decoction low-dose group,Jiawei Chunze Decoction high-dose group and agonist group.In the sham operation group,the spinal cord was exposed but not transected.In the other groups,the modified Hassan Shaker spinal cord transection method was used to prepare the model of sacral medullary injury.At 24 hours after modeling,the sham operation group and model group were intragastrically given equal volume of normal saline,Jiawei Chunze Decoction low-dose and high-dose groups were given Jiawei Chunze Decoction granules containing 14.4 and 28.8 g/kg,respectively,via intragastric administration for 4 weeks,and the agonist group was treated with an intraperitoneal injection of PI3K/Akt signaling pathway agonist 740Y-P at a dose of 0.02 mg/kg.After 4 weeks of treatment,the maximum bladder capacity,leakage point pressure and bladder compliance of rats in each group were detected by urine flow dynamics.The minimum bladder contraction tension and frequency of rats in each group were detected by detrusor pull test.The pathological changes of the rat bladder in each group were observed by hematoxylin-eosin staining.The concentrations of GRP78,CHOP and Caspase-12 in serum were detected by ELISA,and the mRNA and protein expressions of PI3K,Akt,GRP78,CHOP and Caspase-12 in bladder tissues were detected by RT-PCR and western blot,respectively. RESULTS AND CONCLUSION:Compared with the sham operation group,the maximum bladder volume,bladder compliance and minimum systolic tension of rats in the model group were increased(P<0.05),and the leakage point pressure and bladder contraction frequency were decreased(P<0.05);serum GRP78,CHOP,and Caspase-12 levels were also increased(P<0.05).The arrangement of bladder epithelial cells in the model group was disordered,and there was monocyte infiltration between cells,tissue edema,and detrusor tract atrophy.The mRNA and protein expressions of PI3K and Akt in bladder tissues were significantly decreased in the model group compared with the sham operation group,while those of GRP78,CHOP and Caspase-12 were increased(P<0.05).Compared with the model group,the maximum bladder volume,bladder compliance and minimum systolic tension of rats were decreased in the Jiawei Chunze Decoction low-dose,high-dose and agonist groups after 4 weeks of intervention(P<0.05),while the leakage point pressure and bladder contraction frequency were increased(P<0.05);serum GRP78,CHOP,Caspase-12 levels were decreased(P<0.05).The bladder epithelial cells in the three intervention groups were distributed evenly,arranged neatly,with less inflammatory cell infiltration and fuller detrusor muscle bundle.Compared with the model group,the mRNA and protein expressions of PI3K and Akt were increased in the three intervention groups,while those of GRP78,CHOP and Caspase-12 were decreased(P<0.05).The Jiawei Chunze Decoction high-dose group was better than the Jiawei Chunze Decoction low-dose group and shared the similar results with the agonist group.To conclude,Jiawei Chunze Decoction can improve the bladder function of rats with urinary retention after spinal cord injury,and the mechanism may be related to reducing the occurrence of endoplasmic reticulum stress in bladder tissue through the PI3K/Akt signaling pathway,and then alleviating apoptosis.
3.Traditional Chinese medicine monomer in treatment of neuroinflammation after spinal cord injury:effects of nuclear transcription factor kappa B signaling pathway
Zhenhua XU ; Yanjie LI ; Hewei QIN ; Haoyuan LIU ; Bochao ZHU ; Yupu WANG
Chinese Journal of Tissue Engineering Research 2025;29(3):590-598
BACKGROUND:Targeted therapy based on nuclear transcription factor kappa B signaling pathway to explore neuroinflammation is increasingly worth exploring,and the advantages of Chinese medicine such as many targets,wide range,rich mechanisms,and few side effects have great potential in the treatment of various diseases. OBJECTIVE:Based on the nuclear transcription factor kappa B signaling pathway,this paper systematically expounded and summarized the research progress of kaempferol,safflower yellow,baicalin,and triptolide in the treatment of neuroinflammation after spinal cord injury. METHODS:Search terms"spinal cord injury,inflammation,anti-inflammatory,traditional Chinese medicine monomer,monomeric compound,NF-κB signaling pathway,flavonoids,glycosides,phenols,esters,alkaloids"were searched in CNKI and PubMed databases.Totally 67 articles were finally included. RESULTS AND CONCLUSION:(1)The role of nuclear transcription factor kappa B signaling pathway in the nervous system is complex and diverse,which can regulate neutrophils,microglia,astrocytes,and macrophages,and mediate the occurrence and development of inflammation after injury.(2)The effects of traditional Chinese medicine monomers such as baicalin on the degradation of nuclear transcription factor kappa B inhibitory protein,the inhibition of phosphorylation process by safflowerin on nuclear transcription factor kappa B signaling pathway,and the inhibition of kaempferol on nuclear transcription factor kappa B signaling pathway p65 nuclear translocation can reduce the impact of inflammatory response on the body,thereby promoting the recovery of neurological function.(3)The nuclear transcription factor kappa B signaling pathway can promote inflammation and immune cell migration and activation in the early stage of injury,and can promote the repair of injury site and the occurrence of fibrosis in the middle and late stages of injury.Appropriate activation of the nuclear transcription factor kappa B signaling pathway can promote the release of inflammatory factors,improve the antioxidant capacity of cells,and promote the activation of immune cells,but the over-activated nuclear transcription factor kappa B signaling pathway can easily lead to the occurrence and continuation of chronic inflammation and the inhibition of apoptosis.(4)Future research can further explore how to accurately regulate the activation level of nuclear transcription factor kappa B signaling pathway,how to achieve precise intervention for nervous system inflammation and injury,and can also focus on the preparation of traditional Chinese medicine monomers and the mechanism of action of traditional Chinese medicine monomers on signaling pathways,in order to provide more effective treatment strategies for the rehabilitation and functional recovery of neurological diseases.
4.MRI radiomics combined with ResNet101 deep learning for differentiating lumbar spine brucella spondylitis and spinal metastases
Yupu LI ; Pengfei ZHAO ; Xiaojuan ZHANG ; Zhaojing ZHANG ; Ziyi WANG ; Pengfei QIAO
Chinese Journal of Medical Imaging Technology 2025;41(6):958-962
Objective To observe the value of MRI radiomics combined with ResNet101 deep learning for differentiating lumbar spine brucella spondylitis(BS)and spinal metastases(SM).Methods Seventy-one cases of lumbar spine BS and the same amount of lumbar spine SM patients were retrospectively enrolled in training set,while 33 cases of lumbar spine BS and the same amount of lumbar spine SM patients were enrolled in test set.Clinical features were screened with univariate and multivariate logistic analysis,and a clinical model(Mclinic)was constructed.ROI of lesions were drawn on lumbar sagittal T 2WI,then radiomics features were extracted to construct a radiomics model(Mradiomics).ResNet101 deep learning was integrated with radiomics,then deep learning radiomics features were extracted to construct deep learning radiomics model(MDL+R).Finally a combined model(Mcombined)was constructed through combining clinical features and deep learning radiomics features.The efficacy of the above models for differentiating BS and SM were analyzed.Results Significant differences of patients' age and proportion of fever and accessory involvement were found between BS and SM patients in training and test sets(all P<0.05),and univariate and multivariate logistic analysis showed the latter two were clinical features(both P<0.001).The area under the curve(AUC)of Mclinic for differentiating lumbar spine BS and SM was 0.794 and 0.773 in training set and test set,of Mradiomics was 0.895 and 0.791,of MDL+R was 0.926 and 0.882,while of Mcombined was 0.967 and 0.906,respectively.AUC of Mcombined was the highest in training set(all P<0.05),while in test set,AUC of Mcombined was significantly higher than that of Mclinic and Mradiomics(both P<0.05).Conclusion MRI radiomics combined with ResNet101 deep learning was helpful for differentiating lumbar spine BS and SM.Combining with clinical data could improve its diagnostic efficacy.
5.Mechanistic of Modified Chunzetang in Treating Spinal Cord Injury-induced Urinary Retention in Rats Based on JNK/p38 MAPK Signaling Pathway
Yupu WANG ; Yanjie LI ; Hewei QIN ; Haoyuan LIU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(19):30-38
ObjectiveTo investigate the effects of modified Chunzetang on urinary retention in rats with spinal cord injury (SCI) and the c-Jun N-terminal kinase/p38 mitogen-activated protein kinase (JNK/p38 MAPK) signaling pathway. MethodBefore modeling, 10 of the 70 female SD rats were randomly selected to assign to the blank group, and 10 to the sham group. The remaining 50 rats were used to prepare a SCI-induced urinary retention model using the spinal cord transection method. The model rats were randomly divided into model group, low-dose modified Chunzetang group, high-dose modified Chunzetang group, and inhibitor group. After modeling, the blank group, sham group, and inhibitor group were given 2 mL of saline by gavage. The high-dose and low-dose groups of modified Chunzetang were given modified Chunzetang at 28.8 g·kg-1 and 14.4 g·kg-1 by gavage, respectively. The inhibitor group was injected intraperitoneally with the JNK inhibitor SP600125 twice a week at a dose of 15 mg·kg-1. All rats were gavaged for a total of 28 days. Urodynamic and bladder muscle tension tests were conducted to evaluate bladder function. Hematoxylin-eosin (HE) staining was performed to observe the morphology of bladder smooth muscle tissue. Enzyme-linked immunosorbent assay (ELISA) was used to measure the levels of JNK, phosphorylated (p)-p38 MAPK, B cell lymphoma-2 (Bcl-2), and cysteinyl aspartate-specific proteinase-3 (Caspase-3). Western blot was used to detect the expression levels of p-JNK, p-p38 MAPK, ETS-like protein-1 (ELK-1), and activator protein-1 (AP1) in the detrusor muscle. Immunofluorescence was used to detect the expression levels of p-JNK, p-p38 MAPK, and AP1. Terminal deoxynucleotidyl transferase-mediated dUTP-biotin nick end labeling (TUNEL) assay was conducted to measure cell apoptosis. ResultCompared with blank group and sham group, the model group showed a significant increase in maximum bladder capacity and bladder compliance, and a significant decrease in leak point pressure. The minimum contraction force was increased, and the contraction frequency was significantly decreased (P<0.01). The structure of bladder smooth muscle was disordered, with a large number of vacuolar cells, tissue edema, mononuclear cell infiltration, obvious hemorrhage, and a trend towards fibrosis in connective tissue. TUNEL positive cells increased significantly. The protein expression levels of p-JNK, p-p38 MAPK, AP1, and ELK-1 were significantly increased (P<0.01). Compared with model group, all intervention groups showed significant improvement in urodynamic and bladder muscle contraction tests. In the low-dose modified Chunzetang group, the levels of p-p38 MAPK and Caspase-3 was decreased (P<0.05,P<0.01). The levels of JNK, p-p38 MAPK and Caspase-3 in the high-dose group were significantly decreased (P<0.01), and the level of Bcl-2 was significantly increased (P<0.01). The expression levels of p-JNK, p-p38 MAPK, and AP1 proteins were significantly reduced (P<0.01), and ELK-1 protein expression was decreased (P<0.05). The positive rate of p-JNK and AP1 receptors was significantly decreased (P<0.01). The positive cell rate was significantly decreased (P<0.01). The high-dose modified Chunzetang group was positioned between the low-dose group and the inhibitor group, with no significant difference compared to the inhibitor group. ConclusionModified Chunzetang can improve urinary retention in SCI and enhance the contraction force of bladder smooth muscle. This effect is related to the inhibition of the JNK/p38 MAPK signaling pathway activation, thereby reducing apoptosis of bladder smooth muscle cells.
6.Dosimetric study of volumetric modulated arc therapy and tomo direct simultaneous integrated boost for patients receiving breast-conserving surgery for left breast cancer
Biao ZHAO ; Bo LI ; Yupu ZHU ; Lishuang MA ; Meifang YUAN ; Yi YANG
Journal of International Oncology 2022;49(7):385-389
Objective:To explore the dosimetry difference between volumetric modulated arc therapy (VMAT) and tomo direct (TD) in tumor bed simultaneous push radiotherapy after left breast-conserving surgery, and to provide more dosimetry reference for clinic.Methods:A total of 22 patients with left breast cancer who underwent simultaneous quantitative radiotherapy after breast-conserving surgery were selected from the Department of Radiation Oncology, Yunnan Cancer Hospital from December 2018 to June 2020. The localized CT images and target organs at risk and other structural data were collected. Two radiotherapy plans, VMAT and TD, were designed for the same patient, and the dosimetry differences of target areas and organs at risk were compared and analyzed between the two groups.Results:In terms of target dosimetry, there were statistically significant differences in the D 2% [ (59.99±0.19) Gy vs. (59.55±0.51) Gy, t=4.09, P<0.001], D 98% [ (57.19±0.08) Gy vs. (57.46±0.22) Gy, t=-5.10, P<0.001], conformal index (CI) (0.76±0.05 vs. 0.58±0.13, t=8.19, P<0.001) and homogeneity index (HI) (0.05±0.00 vs. 0.04±0.01, t=4.89, P<0.001) of the planning gross tumor volume (PGTV) between VMAT and TD plans. However, there was no statistically significant difference in the D 50% [ (58.73±0.10) Gy vs. (58.73±0.24) Gy, t=-0.03, P=0.974]. There were statistically significant differences in the D 50% [ (52.21±0.33) Gy vs. (53.00±0.72) Gy, t=-4.81, P<0.001], D 98% [ (48.44±0.43) Gy vs. (49.09±0.21) Gy, t=-6.80, P<0.001], CI (0.83±0.06 vs. 0.67±0.06, t=10.52, P<0.001) and HI (0.20±0.01 vs. 0.19±0.01, t=8.75, P<0.001) of the planned target volume (PTV) between the two plans. However, there was no statistically significant difference in the D 2% [ (59.01±0.45) Gy vs. (59.00±0.48) Gy, t=0.22, P=0.830]. In terms of organs at risk, there were statistically significant differences in the V 20 [ (18.81±2.86) % vs. (22.03±1.91) %, t=-5.36, P<0.001] and D mean [ (11.66±1.32) Gy vs. (12.85±1.46) Gy, t=-4.10, P=0.007] of left lung, V 5 [ (5.70±2.90) % vs. (0.30±0.13) %, t=16.44, P<0.001] and D mean [ (2.45±0.29) Gy vs. (0.43±0.14) Gy, t=9.09, P<0.001] of right lung, D mean [ (3.22±0.72) Gy vs. (1.69±0.80) Gy, t=5.41, P<0.001] of right breast, D 2% [ (5.37±1.97) Gy vs. (0.46±0.09) Gy, t=11.75, P<0.001] of cord between VMAT and TD plans. There were no significant differences in the V 5 of left lung [ (53.00±5.99) % vs. (50.00±7.69) %, t=1.91, P=0.061], V 5 of right breast [ (11.51±4.60) % vs. (8.06±3.49) %, t=1.59, P=0.120], V 30 [ (1.49±0.69) % vs. (1.51±0.71) %, t=-0.06, P=0.952] and D mean [ (3.99±0.97) Gy vs. (3.90±1.03) Gy, t=0.56, P=0.581] of heart between the two plans. Conclusion:TD and VMAT can meet the clinical dosimetry requirements for patients with left breast cancer after breast-conserving surgery. However, the two techniques have their own characteristics. VMAT has better conformity and TD has better uniformity. TD is significantly better than VMAT in protecting the right lung, right breast and spinal cord of healthy organs at risk. VMAT is better in protecting the left lung. Both VMAT and TD basically achieve the same protection for heart.
7.Role of Toll-like receptor 4 and NOD-like receptor 3 inflammasome in liver injury of acute necrotizing pancreatitis rats with obesity
Fangchao MEI ; Jia YU ; Yupu HONG ; Man LI ; Yu ZHOU ; Yundong YOU ; He XIA ; Hongzhong JIN ; Weixing WANG
Chinese Journal of Pancreatology 2019;19(4):284-290
Objective To investigate the role of Toll-like receptor 4 ( TLR4 ) and NOD-like receptor 3 (NLRP3)inflammasome in the liver injury of acute necrotizing pancreatitis (ANP) rat with obesity. Methods Twenty-four SD rats were randomly divided into normal group, ANP group, obesity group and obesity ANP group. The obesity rat model was established by continuously feeding high fat diet and the ANP model was induced by retrograde infusion of 5% sodium taurocholate into the biliopancreatic duct. Rats were killed at 12 h after model establishment, and automatic biochemical immune analyzer were used for detecting serum AMY, LIP, ALT, AST, TG and TC. Pathological changes of pancreas and liver tissue samples were observed by miscroscopy and pathological score was recorded. The levels of MPO, CD68 , TLR4, NLRP3 and IL-1βin liver tissue were detected by immunofluorescence, and NF-κB and caspase-3 in liver tissue were detected by immunohistochemistry. Results The serum ALT and AST in obesity ANP group were significantly increased than those in ANP group (233. 00 ± 34. 44 U/L vs 102. 83 ± 8. 90 U/L,388. 00 ± 41. 60 U/L vs 282. 00 ± 21. 06 U/L);and liver pathologic score was also significantly higher than ANP group (6. 66 ± 1. 21 vs 3. 33 ± 1. 03);and CD68 + /TLR4 +, CD68 + /NLRP3 +, TLR4 + /NLRP3 +, MPO, NF-κB, IL-1β and caspase-3 level were all greatly higher in obesity ANP than those in ANP group, respectively (24. 16 ± 1. 47 vs 6. 66 ± 1. 21, 25. 00 ± 2. 60 vs 7. 00 ± 1. 41, 14. 16 ± 1. 47 vs 5. 50 ± 1. 04, 35. 33 ± 6. 88 vs 20. 83 ± 2. 48, 58. 80 ± 6. 75 vs 37. 63 ± 2. 96, 50. 00 ± 2. 36 vs 35. 00 ± 2. 82, 66. 00 ± 4. 04 vs 55. 00 ± 2. 60); and all the differences were statistically significant (all P<0. 05). Conclusions Liver injury was more severe in ANP rats with obesity, which may be related to the fact that obesity may enhance the activation of TLR4/NLRP3 signal pathway and result in the release of more inflammatory factors.
8.Overview of genetic and biochemical loci in Mesocricetus auratus and its albino mutant
Dongping WANG ; Xiaoxia CUI ; Shichen SHANG ; Yi CHEN ; Xiaofei ZHANG ; Zhenwen CHEN ; Quanxin WANG ; Bin HUANG ; Yupu SHANG ; Guijun LI
Acta Laboratorium Animalis Scientia Sinica 2014;(6):40-42
Objective To establish the genetic and biochemical loci in Mesocricetus auratus and its albino mua-tant.Methods Protein isozyme cellulose acetate electrophoresis was used to determine the genetic and biochemical loci in Mesocricetus auratus and its albino mutant, using the genetic and biochemical loci of mice and rats.Results 25 biochemi-cal markers of Mesocricetus auratus and albino mutant were established, and polymorphism of their genetic biochemical loci was analyzed.Conclusions Polymorphism of biochemical loci is present in Mesocricetus auratus.Some differences exist between the genetic biochemical loci of Mesocricetus auratus and their albino mutant.These results laid the foundation for further study on genetic mechanism of albino mutation in Mesocricetus auratus.
9.The neuropsychological and cortical metabolic changes in two patients with Benson's syndrome
Jing GAO ; Jiaxiang GUO ; Fang LI ; Feng FENG ; Zhaohui ZHU ; Na NIU ; Hui YOU ; Liying CUI ; Yupu GUO
Chinese Journal of Neurology 2011;44(3):163-166
Objective Standard neuropsychological assessment plus structural and functional imaging were used in accurate diagnosis of Benson's syndrome (posterior cortical atrophy).Method Serial neuropsychological screening and integrative assessments of visual spatial function, 3D structural MRIimaging and functional FDG-PET imaging were used in two cases of Benson' s syndrome.Results The clinical signs were agnosia, optic ataxia, apraxia, alexia, agraphia and prosopagnosia.MRI imaging revealed bilateral parietal and occipital lobe atrophy.FDG-PET imaging revealed low metabolism in the posterior cortex.The agraphia was constructive: the words were correct but written in the wrong location.Conclusion Standard neuropsychological assessments can recognize the disease nature.When combined with the structural and functional imaging, a correct diagnosis of Benson's syndrome can be made.
10.Cortex function and neuropsychological changing of non fluent aphasia type-frontal temple dementia
Jing GAO ; Fang LI ; Zhaohui ZHU ; Feng FENG ; Hui YOU ; Bin PENG ; Jiaxiang GUO ; Qiong MENG ; Yupu GUO
Chinese Journal of Neurology 2009;42(11):733-736
Objective To analyse the neuropsychological changing of nonfluent aphasia frontotemporal dementia (nf-FTD) with the FDG-PET, MRI and fMRI. Methods The language and other cognitive function were dynamically estimated by standard neuropsychological assessment which modified by Chinese. Compared with FDG-PET and fMRI, the relationship between the neuropsychologieal changing and the cortex function was studied. Results All the 5 patients met the criteria of nf-FTD by Association for Frontotemporal Dementias, with core syndrome and other supptted syndrome. And still they had the good word reading, calculation by pen, and the un-speechmemory. And they also had the related well living ability. They all had the related cortext metabolism support. Conclusions nf-FTD patients preserve the word reading, visuapacial ability and calculation by pen. These can help us to give the effective advise about the patients training and caring and to give them the chance to show their real social skill.

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