1.Prediction of glioma prognosis based on MR T1WI enhanced radiomics features and clinical factors in nomogram model
Sheng ZHANG ; Wenfeng LI ; Shuo ZHUO ; Jin DUAN ; Jin GAO ; Hong MA
Journal of Practical Radiology 2025;41(7):1099-1103,1113
Objective To explore the value of nomogram model based on MR T1WI enhanced radiomics features and clinical fac-tors in predicting the prognosis of gliomas.Methods A retrospective selection was conducted on 135 patients with postoperative pathologically confirmed gliomas,who were categorized into poor prognosis group(n=59)and good prognosis group(n=76)according to survival condition at 20 months postoperatively.All patients were randomly divided into training group(n=94)and validation group(n=41)in a 7︰3 ratio.Radiomics features were extracted by 3D Slicer software,and the extracted radiomics features were downscaled by intraclass correlation coefficient(ICC),t-test,least absolute shrinkage and selection operator(LASSO)regression,and a total of 1 058 features were extracted for each patient,and 10 optimal radiomics features were obtained,to finally get the Radiomics score(Radscore).After combining clinical features and Radscore,a nomogram model was constructed.Results In the training group,Radscore was significantly higher in the poor prognosis group than that in the good prognosis group(t=8.773,P<0.05).The area under the curve(AUC)of receiver operating characteristic(ROC)curve of the training and validation groups of the radiomics model were 0.751[95%confidence interval(CI)0.654-0.849]and 0.606(95%CI 0.426-0.787),respectively.The AUC of the nomogram model were 0.899(95%CI 0.839-0.960)and 0.908(95%CI 0.823-0.994)in the training and validation groups,respectively,with much better predictive efficacy of the nomogram model.Conclusion A nomogram model based on MR T1WI enhanced radiomics features and clinical factors has good predictive efficacy in the prognosis of gliomas after surgery.
2.Lentivirus-modified hematopoietic stem cell gene therapy for advanced symptomatic juvenile metachromatic leukodystrophy: a long-term follow-up pilot study.
Zhao ZHANG ; Hua JIANG ; Li HUANG ; Sixi LIU ; Xiaoya ZHOU ; Yun CAI ; Ming LI ; Fei GAO ; Xiaoting LIANG ; Kam-Sze TSANG ; Guangfu CHEN ; Chui-Yan MA ; Yuet-Hung CHAI ; Hongsheng LIU ; Chen YANG ; Mo YANG ; Xiaoling ZHANG ; Shuo HAN ; Xin DU ; Ling CHEN ; Wuh-Liang HWU ; Jiacai ZHUO ; Qizhou LIAN
Protein & Cell 2025;16(1):16-27
Metachromatic leukodystrophy (MLD) is an inherited disease caused by a deficiency of the enzyme arylsulfatase A (ARSA). Lentivirus-modified autologous hematopoietic stem cell gene therapy (HSCGT) has recently been approved for clinical use in pre and early symptomatic children with MLD to increase ARSA activity. Unfortunately, this advanced therapy is not available for most patients with MLD who have progressed to more advanced symptomatic stages at diagnosis. Patients with late-onset juvenile MLD typically present with a slower neurological progression of symptoms and represent a significant burden to the economy and healthcare system, whereas those with early onset infantile MLD die within a few years of symptom onset. We conducted a pilot study to determine the safety and benefit of HSCGT in patients with postsymptomatic juvenile MLD and report preliminary results. The safety profile of HSCGT was favorable in this long-term follow-up over 9 years. The most common adverse events (AEs) within 2 months of HSCGT were related to busulfan conditioning, and all AEs resolved. No HSCGT-related AEs and no evidence of distorted hematopoietic differentiation during long-term follow-up for up to 9.6 years. Importantly, to date, patients have maintained remarkably improved ARSA activity with a stable disease state, including increased Functional Independence Measure (FIM) score and decreased magnetic resonance imaging (MRI) lesion score. This long-term follow-up pilot study suggests that HSCGT is safe and provides clinical benefit to patients with postsymptomatic juvenile MLD.
Humans
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Leukodystrophy, Metachromatic/genetics*
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Pilot Projects
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Genetic Therapy/methods*
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Hematopoietic Stem Cell Transplantation
;
Male
;
Follow-Up Studies
;
Female
;
Lentivirus/genetics*
;
Child
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Child, Preschool
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Hematopoietic Stem Cells/metabolism*
;
Cerebroside-Sulfatase/metabolism*
;
Adolescent
3.Prediction of glioma prognosis based on MR T1WI enhanced radiomics features and clinical factors in nomogram model
Sheng ZHANG ; Wenfeng LI ; Shuo ZHUO ; Jin DUAN ; Jin GAO ; Hong MA
Journal of Practical Radiology 2025;41(7):1099-1103,1113
Objective To explore the value of nomogram model based on MR T1WI enhanced radiomics features and clinical fac-tors in predicting the prognosis of gliomas.Methods A retrospective selection was conducted on 135 patients with postoperative pathologically confirmed gliomas,who were categorized into poor prognosis group(n=59)and good prognosis group(n=76)according to survival condition at 20 months postoperatively.All patients were randomly divided into training group(n=94)and validation group(n=41)in a 7︰3 ratio.Radiomics features were extracted by 3D Slicer software,and the extracted radiomics features were downscaled by intraclass correlation coefficient(ICC),t-test,least absolute shrinkage and selection operator(LASSO)regression,and a total of 1 058 features were extracted for each patient,and 10 optimal radiomics features were obtained,to finally get the Radiomics score(Radscore).After combining clinical features and Radscore,a nomogram model was constructed.Results In the training group,Radscore was significantly higher in the poor prognosis group than that in the good prognosis group(t=8.773,P<0.05).The area under the curve(AUC)of receiver operating characteristic(ROC)curve of the training and validation groups of the radiomics model were 0.751[95%confidence interval(CI)0.654-0.849]and 0.606(95%CI 0.426-0.787),respectively.The AUC of the nomogram model were 0.899(95%CI 0.839-0.960)and 0.908(95%CI 0.823-0.994)in the training and validation groups,respectively,with much better predictive efficacy of the nomogram model.Conclusion A nomogram model based on MR T1WI enhanced radiomics features and clinical factors has good predictive efficacy in the prognosis of gliomas after surgery.
4.Clinical features of children with febrile seizures caused by Omicron variant infection.
Jian-Zhao ZHANG ; Zi-Qi LIU ; Zhuo-Tang ZHONG ; Xiao-Yin PENG ; Sheng-Hai YANG ; Shuo FENG ; Xin-Na JI ; Jian YANG
Chinese Journal of Contemporary Pediatrics 2023;25(6):595-599
OBJECTIVES:
To study the clinical features of children with febrile seizures after Omicron variant infection.
METHODS:
A retrospective analysis was performed on the clinical data of children with febrile seizures after Omicron variant infection who were admitted to the Department of Neurology, Children's Hospital Affiliated to the Capital Institute of Pediatrics, from December 1 to 31, 2022 (during the epidemic of Omicron variant; Omicron group), and the children with febrile seizures (without Omicron variant infection) who were admitted from December 1 to 31, in 2021 were included as the non-Omicron group. Clinical features were compared between the two groups.
RESULTS:
There were 381 children in the Omicron group (250 boys and 131 girls), with a mean age of (3.2±2.4) years. There were 112 children in the non-Omicron group (72 boys and 40 girls), with a mean age of (3.5±1.8) years. The number of children in the Omicron group was 3.4 times that in the non-Omicron group. The proportion of children in two age groups, aged 1 to <2 years and 6-10.83 years, in the Omicron group was higher than that in the non-Omicron group, while the proportion of children in two age groups, aged 4 to <5 years and 5 to <6 years, was lower in the Omicron group than that in the non-Omicron group (P<0.05).The Omicron group had a significantly higher proportion of children with cluster seizures and status convulsion than the non-Omicron group (P<0.05). Among the children with recurrence of febrile seizures, the proportion of children aged 6-10.83 years in the Omicron group was higher than that in the non-Omicron group, while the proportion of children aged 3 years, 4 years, and 5 years in the Omicron group was lower than that in the non-Omicron group (P<0.05).
CONCLUSIONS
Children with febrile seizures after Omicron variant infection tend to have a wider age range, with an increase in the proportion of children with cluster seizures and status convulsion during the course of fever.
Male
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Female
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Humans
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Child
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Infant
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Child, Preschool
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Seizures, Febrile/etiology*
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Retrospective Studies
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Seizures
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Fever
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Epidemics
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Epilepsy, Generalized
5.Genome-wide analysis identify novel germline genetic variations in ADCY1 influencing platinum-based chemotherapy response in non-small cell lung cancer.
Chenxue MAO ; Juan CHEN ; Ting ZOU ; Yuankang ZHOU ; Junyan LIU ; Xi LI ; Xiangping LI ; Min LI ; Pinhua PAN ; Wei ZHUO ; Yang GAO ; Shuo HU ; Desheng XIAO ; Lin WU ; Zhan WANG ; Heng XU ; Wen YANG ; Yingjie XU ; Haihua XIAO ; Kazuhiko HANADA ; Wei ZHANG ; Honghao ZHOU ; Jiye YIN ; Zhaoqian LIU
Acta Pharmaceutica Sinica B 2022;12(3):1514-1522
To explore the pharmacogenomic markers that affect the platinum-based chemotherapy response in non-small-cell lung carcinoma (NSCLC), we performed a two-cohort of genome-wide association studies (GWAS), including 34 for WES-based and 433 for microarray-based analyses, as well as two independent validation cohorts. After integrating the results of two studies, the genetic variations related to the platinum-based chemotherapy response were further determined by fine-mapping in 838 samples, and their potential functional impact were investigated by eQTL analysis and in vitro cell experiments. We found that a total of 68 variations were significant at P < 1 × 10-3 in cohort 1 discovery stage, of which 3 SNPs were verified in 262 independent samples. A total of 541 SNPs were significant at P < 1 × 10-4 in cohort 2 discovery stage, of which 8 SNPs were verified in 347 independent samples. Comparing the validated SNPs in two GWAS, ADCY1 gene was verified in both independent studies. The results of fine-mapping showed that the G allele carriers of ADCY1 rs2280496 and C allele carriers of rs189178649 were more likely to be resistant to platinum-based chemotherapy. In conclusion, our study found that rs2280496 and rs189178649 in ADCY1 gene were associated the sensitivity of platinum-based chemotherapy in NSCLC patients.
6.Estradiol inhibits differentiation of mouse macrophage into a pro-inflammatory phenotype by upregulating the IRE1α-XBP1 signaling axis.
Ling Jian ZHUO ; Shuo Chen WANG ; Xing LIU ; Bao An CHEN ; Xiang LI
Journal of Southern Medical University 2022;42(3):432-437
OBJECTIVE:
To explore the mechanism by which estradiol modulates the immunophenotype of macrophages through the endoplasmic reticulum stress pathway.
METHODS:
Peritoneal macrophages isolated from C57 mice were cultured in the presence of 60 ng/mL interferon-γ (IFN-γ) followed by treatment with estradiol (1.0 nmol/L) alone, estradiol with estrogen receptor antagonist (Acolbifene, 4 nmol/L), estradiol with IRE1α inhibitor (4 μ 8 C), or estradiol with IRE1α agonist. After the treatments, the expression levels of MHC-Ⅱ, iNOS and endoplasmic reticulum stress marker proteins IRE1α, eIF2α and ATF6 in the macrophages were detected with Western blotting, and the mRNA levels of TGF-β, IL-6, IL-10 and TNF-α were detected with RT-PCR.
RESULTS:
Estrogen treatment of the macrophages significantly decreased the expressions of M1-related proteins MHC-Ⅱ (P=0.021) and iNOS (P < 0.001) and the mRNA expressions of TNF-α (P=0.003) and IL-6 (P=0.004), increased the mRNA expression of TGF-β (P=0.002) and IL-10 (P=0.008), and up-regulated the protein expressions of IRE1α (P < 0.001) and its downstream transcription factor XBP-1 (P < 0.001). Addition of the estrogen inhibitor obviously blocked the effect of estrogen. Compared with estrogen treatment alone, combined treatment of the macrophages with estrogen and the IRE1α inhibitor 4 μ 8 C significantly up-regulated the protein expressions of MHC-Ⅱ (P=0.002) and iNOS (P=0.003) and the mRNA expressions of TNF-α (P=0.003) and IL-6 (P=0.024), and obviously down-regulated the mRNA expression of TGF-β (P < 0.001) and IL-10 (P < 0.001); these changes were not observed in cells treated with estrogen and the IRE1α agonist.
CONCLUSION
Estrogen can inhibit the differentiation of murine macrophages into a pro-inflammatory phenotype by up-regulating the IRE1α-XBP-1 signaling axis, thereby producing an inhibitory effect on inflammatory response.
Animals
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Cell Differentiation/drug effects*
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Endoribonucleases/metabolism*
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Estradiol/pharmacology*
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Estrogens/metabolism*
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Interleukin-10
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Interleukin-6/metabolism*
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Macrophages, Peritoneal/metabolism*
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Mice
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Phenotype
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Protein Serine-Threonine Kinases/metabolism*
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RNA, Messenger/metabolism*
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Signal Transduction/drug effects*
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Transforming Growth Factor beta/metabolism*
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Tumor Necrosis Factor-alpha/metabolism*
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Up-Regulation/drug effects*
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X-Box Binding Protein 1/metabolism*
7.Whole genome analysis of a Wilson's disease family
Yaxin HU ; Zhuo CHENG ; Shuo CONG ; Yongmei LIU ; Baofang ZHANG ; Yu LEI ; Zhao YAN ; Yiwei ZHANG ; Xi PU ; Lei YU ; Mingliang CHENG
Journal of Clinical Hepatology 2022;38(7):1616-1619
8.Establishment of Secondary HLH Mouse Model and Effect of Ruxolitinib on Disease Manifestations of Model Mide.
Guang-Qiang MENG ; Jing-Shi WANG ; Wen-Yuan LAI ; Yue SONG ; Zhuo GAO ; Shuo MENG ; Jia ZHANG ; Yi-Ni WANG ; Zhao WANG
Journal of Experimental Hematology 2020;28(4):1376-1380
OBJECTIVE:
To establish a secondary hemophagocytic lymphohistiocytosis(HLH) mouse model, and to investigate the effect of ruxolitinib on the disease manifestation of model mice.
METHODS:
Wild type C57BL/6 mice were randomly divided into 4 groups: two groups of mice were intraperitoneally injected with CpG oligodeoxynucleotide 1826 (CpG-ODN1826) every other day to induce HLH, and other two groups were control groups. One group of the CpG-ODN1826 groups and one of the control groups were given ruxolitinib, and other two groups were given the same amount of PBS. Blood samples, serum ferritin and hepatic/spleen weights of experimental mice were detected and serum cytokine levels were measured by ELISA.
RESULTS:
Compared with the control groups, the levels of white blood cells, hemoglobin and platelets in the CpG-ODN1826 groups were significantly lower (P<0.05); and liver/body weight, spleen/body weight, serum ferritin, sCD25, IL-10, IL-1β, IFN-Ƴ, IL-12p70, GM-CSF, TNF-α and IL-18 levels significantly increased (P<0.05). There was no significant difference in the levels of IL-2, IL-4, IL-5, IL-6, IL-22, IL-13, IL-27 and IL-23 between the two groups (P>0.05). The spleen in CpG group had disordered internal structure, expanding red pulp and hyperplastic nucleated cells. The liver had severe perivascular inflammations. The spleen/weight of the ruxolitinib-treated mice in the CpG-ODN1826 group was significantly smaller than that of the unapplied ruxolitinib (P<0.05).
CONCLUSION
The CpG-ODN1826 can induce secondary HLH symptoms in wild type C57BL/6 mice. Ruxolitinib can alleviate the symptoms of splenomegaly in HLH model mice.
Animals
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Disease Models, Animal
;
Lymphohistiocytosis, Hemophagocytic
;
Mice
;
Mice, Inbred C57BL
;
Pyrazoles
9. Prognostic value of important driver gene mutations in patients with radical resection of pancreatic cancer
Jing SHEN ; Suizhi GAO ; Huan WANG ; Xiaohan SHI ; Bo LI ; Yaqi PAN ; Shuo SHEN ; Zhuo SHAO ; Shiwei GUO ; Gang JIN
Chinese Journal of Surgery 2019;57(11):840-847
Objective:
To examine the prognostic value of four important driver gene mutations in patients with radical resection of pancreatic cancer.
Methods:
The clinical data and follow-up data of pancreatic cancer patients undergoing radical pancreatectomy and targeted sequencing from January 2016 to March 2018 at Department of Hepato-Biliary-Pancreatic Surgery, Changhai Hospital were retrospectively analyzed.There were 159 males and 88 females,aged of (60.8±8.7)years(range:33-83 years) and preoperative CA19-9 of (492.4±496.6)kU/L(range: 2-1 200 kU/L). One hundred and fifty nine cases of tumors were located in the head and 88 cases in the body and tail of the pancreas. After univariate analysis of clinical pathological factors (including gender, age, preoperative CA19-9, tumor location, tumor differentiation, pathological T and N stage,
10. Analysis on the alterative trend of colorectal cancer mortality from 1999 to 2015 in Tianjin of China
Dezheng WANG ; Shuang ZHANG ; Hui ZHANG ; Chengfeng SHEN ; Ying ZHANG ; Guide SONG ; Shuo PANG ; Chong WANG ; Zhuo WANG ; Guohong JIANG
Chinese Journal of Gastrointestinal Surgery 2019;22(6):579-586
Objective:
To investigate the mortality of colorectal cancer and its trend from 1999 to 2015 in Tianjin, China, and to explore the mortality features in different populations in order to provide data for prevention and control strategies of colorectal cancer.
Methods:
Colorectal cancer mortality data between 1999 and 2015 were collected from Tianjin population

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