1.The value of predicting the pathological results of labial gland biopsy in Sj?gren's syndrome based on MRI radiomics machine learning models
Yunping LIANG ; Hang QU ; Wei WANG ; Yue GU ; Yi ZHOU ; Yi ZHAO
Journal of Practical Radiology 2024;40(10):1592-1596
Objective To investigate the value of predicting the pathological results of labial gland biopsy in Sj?gren's syndrome(SS)based on the labial gland MRI radiomics machine learning models.Methods The labial gland MRI data of 178 suspected SS patients were analyzed retrospectively,and the labial gland biopsy pathology results were positive in 97 cases and negative in 81 cases.The samples were divided into training set(143 cases)and test set(35 cases)using a randomized stratified sampling according to the ratio of 4:1.The region of interest(ROI)was manually outlined at the maximal level of the lower labial gland in T2WI water phase and radiomics features(104)were extracted.Feature screening was performed using the least absolute shrinkage and selection operator(LASSO),and the selected features set was used to construct Extra Trees,LightGBM,and Gradient Boosting classifier models.The predictive efficacy of the models was evaluated using the receiver operating characteristic(ROC)curve,and the DeLong test was used to compare the differences in the area under the curve(AUC)between the models.Decision curve analysis(DCA)was used to evaluate the clinical application value of the models in guiding biopsy.Results After LASSO screening,five optimal radiomics features were obtained.The AUC of Extra Trees,LightGBM,and Gradient Boosting models on the training and test sets were as follows 1.000,0.807,0.960 and 0.655,0.779,0.639,respectively.The DeLong test showed no statistically significant difference in AUC among the three models in the test set.DCA showed that the LightGBM model of guided biopsy had a higher clinical net benefit over a wider range of risk thresholds than other models.Conclusion Based on the radiomics features of the labial gland T2WI water phase,the LightGBM model has a high accuracy in predicting the pathological results of labial gland biopsy in SS,and guiding biopsy can obtain high clinical benefits,which has potential clinical application value.
2.Efficacy and safety of LY01005 versus goserelin implant in Chinese patients with prostate cancer: A multicenter, randomized, open-label, phase III, non-inferiority trial.
Chengyuan GU ; Zengjun WANG ; Tianxin LIN ; Zhiyu LIU ; Weiqing HAN ; Xuhui ZHANG ; Chao LIANG ; Hao LIU ; Yang YU ; Zhenzhou XU ; Shuang LIU ; Jingen WANG ; Linghua JIA ; Xin YAO ; Wenfeng LIAO ; Cheng FU ; Zhaohui TAN ; Guohua HE ; Guoxi ZHU ; Rui FAN ; Wenzeng YANG ; Xin CHEN ; Zhizhong LIU ; Liqiang ZHONG ; Benkang SHI ; Degang DING ; Shubo CHEN ; Junli WEI ; Xudong YAO ; Ming CHEN ; Zhanpeng LU ; Qun XIE ; Zhiquan HU ; Yinhuai WANG ; Hongqian GUO ; Tiwu FAN ; Zhaozhao LIANG ; Peng CHEN ; Wei WANG ; Tao XU ; Chunsheng LI ; Jinchun XING ; Hong LIAO ; Dalin HE ; Zhibin WU ; Jiandi YU ; Zhongwen FENG ; Mengxiang YANG ; Qifeng DOU ; Quan ZENG ; Yuanwei LI ; Xin GOU ; Guangchen ZHOU ; Xiaofeng WANG ; Rujian ZHU ; Zhonghua ZHANG ; Bo ZHANG ; Wanlong TAN ; Xueling QU ; Hongliang SUN ; Tianyi GAN ; Dingwei YE
Chinese Medical Journal 2023;136(10):1207-1215
BACKGROUND:
LY01005 (Goserelin acetate sustained-release microsphere injection) is a modified gonadotropin-releasing hormone (GnRH) agonist injected monthly. This phase III trial study aimed to evaluated the efficacy and safety of LY01005 in Chinese patients with prostate cancer.
METHODS:
We conducted a randomized controlled, open-label, non-inferiority trial across 49 sites in China. This study included 290 patients with prostate cancer who received either LY01005 or goserelin implants every 28 days for three injections. The primary efficacy endpoints were the percentage of patients with testosterone suppression ≤50 ng/dL at day 29 and the cumulative probability of testosterone ≤50 ng/dL from day 29 to 85. Non-inferiority was prespecified at a margin of -10%. Secondary endpoints included significant castration (≤20 ng/dL), testosterone surge within 72 h following repeated dosing, and changes in luteinizing hormone, follicle-stimulating hormone, and prostate specific antigen levels.
RESULTS:
On day 29, in the LY01005 and goserelin implant groups, testosterone concentrations fell below medical-castration levels in 99.3% (142/143) and 100% (140/140) of patients, respectively, with a difference of -0.7% (95% confidence interval [CI], -3.9% to 2.0%) between the two groups. The cumulative probabilities of maintaining castration from days 29 to 85 were 99.3% and 97.8%, respectively, with a between-group difference of 1.5% (95% CI, -1.3% to 4.4%). Both results met the criterion for non-inferiority. Secondary endpoints were similar between groups. Both treatments were well-tolerated. LY01005 was associated with fewer injection-site reactions than the goserelin implant (0% vs . 1.4% [2/145]).
CONCLUSION:
LY01005 is as effective as goserelin implants in reducing testosterone to castration levels, with a similar safety profile.
TRIAL REGISTRATION
ClinicalTrials.gov, NCT04563936.
Humans
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Male
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Antineoplastic Agents, Hormonal/therapeutic use*
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East Asian People
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Gonadotropin-Releasing Hormone/agonists*
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Goserelin/therapeutic use*
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Prostate-Specific Antigen
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Prostatic Neoplasms/drug therapy*
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Testosterone
3.Heterozygous CARD9 mutation favors the development of allergic bronchopulmonary aspergillosis.
Xia XU ; Haiwen LU ; Jianxiong LI ; Jielin DUAN ; Zhongwei WANG ; Jiawei YANG ; Shuyi GU ; Rongguang LUO ; Shuo LIANG ; Wei TANG ; Fengying ZHANG ; Jingqing HANG ; Juan GE ; Xin LIN ; Jieming QU ; Xinming JIA ; Jinfu XU
Chinese Medical Journal 2023;136(16):1949-1958
BACKGROUND:
Previous research demonstrated that a homozygous mutation of g.136372044G>A (S12N) in caspase recruitment domain family member 9 ( CARD9 ) is critical for producing Aspergillus fumigatus -induced ( Af -induced) T helper 2 (T H 2)-mediated responses in allergic bronchopulmonary aspergillosis (ABPA). However, it remains unclear whether the CARD9S12N mutation, especially the heterozygous occurrence, predisposes the host to ABPA.
METHODS:
A total of 61 ABPA patients and 264 controls (including 156 healthy controls and 108 asthma patients) were recruited for sequencing the CARD9 locus to clarify whether patients with this heterozygous single-nucleotide polymorphisms are predisposed to the development of ABPA. A series of in vivo and in vitro experiments, such as quantitative real-time polymerase chain reaction, flow cytometry, and RNA isolation and quantification, were used to illuminate the involved mechanism of the disease.
RESULTS:
The presence of the p.S12N mutation was associated with a significant risk of ABPA in ABPA patients when compared with healthy controls and asthma patients, regardless of Aspergillus sensitivity. Relative to healthy controls without relevant allergies, the mutation of p.S12N was associated with a significant risk of ABPA (OR: 2.69 and 4.17 for GA and AA genotypes, P = 0.003 and 0.029, respectively). Compared with patients with asthma, ABPA patients had a significantly higher heterozygous mutation (GA genotype), indicating that p.S12N might be a significant ABPA-susceptibility locus ( aspergillus sensitized asthma: OR: 3.02, P = 0.009; aspergillus unsensitized asthma: OR: 2.94, P = 0.005). The mutant allele was preferentially expressed in ABPA patients with heterozygous CARD9S12N , which contributes to its functional alterations to facilitate Af -induced T H 2-mediated ABPA development. In terms of mechanism, Card9 wild-type ( Card9WT ) expression levels decreased significantly due to Af -induced decay of its messenger RNA compared to the heterozygous Card9S12N . In addition, ABPA patients with heterozygous CARD9S12N had increased Af -induced interleukin-5 production.
CONCLUSION
Our study provides the genetic evidence showing that the heterozygous mutation of CARD9S12N , followed by allele expression imbalance of CARD9S12N , facilitates the development of ABPA.
Humans
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Aspergillosis, Allergic Bronchopulmonary/complications*
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Aspergillus fumigatus/genetics*
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Asthma/genetics*
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Aspergillus
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Mutation/genetics*
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CARD Signaling Adaptor Proteins/genetics*
4.Creation and Analysis of Related Genetic Characteristics of BALB/cA.Cg.SHJHhr Mice
Xiaoqian TAN ; Hao YANG ; Huiqing TANG ; Wei QU ; Liang LI ; Zhen QIAN ; Jianzhong GU ; Junhua XIAO ; Ping XU
Laboratory Animal and Comparative Medicine 2023;43(4):363-370
ObjectiveTo introduce the Hr gene of spontaneously mutated SHJHhr mice into BALB/cAShjh inbred mice with clear genetic background,and provide a basis for study on the molecular mechanism of Hr gene mutation-induced abnormal phenotype and the application of this model.Methods Using a backcross-intercross breeding method guided by phenotypic monitoring, mutant genes from SHJHhr mice bred by spontaneous mutation were introduced into inbred BALB/cAShjh mice by homozygous mutation introgression, and the mice were bred into BALB/cA.Cg.SHJHhr (abbreviated as C.Cg.SHJHhr) mice after 10 generations. The genotypes of 90 single nucleotide polymorphism (SNP) detection sites were analyzed in C.Cg.SHJHhr mice by multiplex PCR library construction followed by next generation sequencing. Then 14 biochemical locus marker genes were detected in C.Cg.SHJHhr mice according to the method of GB/T 14927.1-2008. Finally, whole genome exon sequencing was utilized to detect the mutated genes in this mouse. ResultsFrom May 2018 to March 2022, a total of 10 generations of backcross-intercross were conducted to complete the construction of the C.Cg.SHJHhr mouse line. Among the 90 SNPs loci detected, except for rs13484115 and rs13484116, all the other loci had the same genotype as the recipient mice BALB/cAShjh. The results of biochemical marker gene detection showed that all the 14 loci of the mouse were the same as those of the recipient mouse. Whole genome exon sequencing found that the mouse had 109 site mutations compared with the recipient mouse strain, including 71 synonymous mutations, 1 stopgain, 37 missense mutations, and 20 genes involved in protein sequence alterations (including the reported Hr gene). ConclusionC.Cg.SHJHhr mice were created. Through exon sequencing and genetic analysis, three Hr mutated genes and associated mutated genes that mainly cause phenotypic variations were identified, which provides a basis for expanding the application of C.Cg.SHJHhr mice in biomedical research.
5.Investigation on Biological Characteristics and Aging Phenotype of SHJHhr Mice
Huiqing TANG ; Shufu CHANG ; Zhifeng YU ; Lei ZHANG ; Xiaoqian TAN ; Wei QU ; Liang LI ; Zhen QIAN ; Jianzhong GU ; Ping XU
Laboratory Animal and Comparative Medicine 2023;43(1):44-52
Objective To measure and analyze biological characteristics and aging phenotype of SHJHhr mice and provide basic data for the application of the mouse model in aging mechanisms research and antiaging drug development. MethodsWith ICR mice of the same age as control group, the body mass growth data of SHJHhr mice at the age of 3 to 16 weeks, the reproduction ability of 1 to 4 fetuses and the life cycle of SHJHhr mice were measured. Blood routine (30 items) and serum biochemical indexes (25 items) of 6-week-old SHJHhr mice were measured. The venous blood of 8-week-old SHJHhr mice was collected for flow cytometry analysis to determine the content of immune cells. The aging bone structure of the cancellous bone and bone mineral density of SHJHhr mice aged 4, 8 and 26 weeks were measured by micro-CT. Histopathological changes of bone and joint of 8-week-old mice were observed. ResultsCompared with ICR mice, the female and male body mass of SHJHhr mice were significantly lower at the age of 16 weeks (P < 0.05), and the reproductive performance of female mice was low (P < 0.01) or did not have normal reproductive capacity. The shortest survival time of SHJHhr mice was 57 weeks and the longest was 71 weeks, which was shorter than those of normal ICR mice, showing obvious rapid aging phenomenon. At the same time, some physiological and biochemical indexes of blood and pathological changes of bone and cartilage tissues also showed the accelerated aging and abnormality of animal physiological functions. ConclusionSHJHhr mice have some biological characteristics of rapid aging as well as some physiological and pathological changes caused by aging.
6.Genetic analysis in 331 cases of neonatal hyperbilirubinemia with unknown etiology
Ribao LI ; Xia GU ; Guohao WU ; Zhirong DENG ; Jianquan KANG ; Zao LIANG ; Taohan MIAO ; Liuhong QU ; Zhonghe WAN ; Yongxue LU ; Jinyou DENG ; Dongjun LIU ; Wangkai LIU ; Weiben HUANG ; Xin XIAO ; Hu HAO ; Sitao LI
Chinese Journal of Neonatology 2022;37(6):520-524
Objective:To study the genetic profile of neonatal hyperbilirubinemia with unknown etiology in Guangdong Province and the clinical significance of jaundice-related genetic screening.Methods:From July to September, 2021, neonates with hyperbilirubinemia of unknown etiology born in different hospitals in Guangdong Province were studied. 24 neonatal jaundice-related exons were sequenced using targeted capture and high-throughput sequencing technology. The pathogenic variants were analyzed.Results:A total of 331 cases, 139 (42.0%) cases showed positive screening results with five diseases, including 65 (19.6%) cases of Gilbert syndrome, 48 (14.5%) cases of glucose-6-phosphate dehydrogenase (G6PD) deficiency,18 (5.4%) cases of sodium taurocholate cotransporting polypeptide deficiency, 4 (1.2%) cases of Citrin deficiency and 4 (1.2%) cases of Dubin-Johnson syndrome. 149 (45.0%) cases carried one or more genetic variants and 43 (13.0%) cases showed no clinically significant variants. The 8 high-frequency mutation loci (carrier rate >1%) are UGT1A1 gene c.211G>A and c.1091C>T, G6PD gene c.1466G>T and c.1478G>A, SLC10A1 gene c.800C>T, SLC25A13 gene c.852_855del TATG, HBB gene c.126_129delCTTT and c.316-197C>T.Conclusions:Genetic factors are important for neonatal hyperbilirubinemia with unknown etiology in Guangdong. The common pathogenic genes are UGT1A1, G6PD, SLC10A1, and SLC25A13 and the population carries high-frequency mutation loci. Therefore, genetic screening in neonates with hyperbilirubinemia of unknown etiology has important clinical significance.
7.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*
;
Forelimb
;
Gene Expression
;
High-Throughput Nucleotide Sequencing
;
Humans
;
Immunity
;
Peroxiredoxins/immunology*
;
Regeneration/immunology*
;
Regenerative Medicine/methods*
;
Single-Cell Analysis/methods*
8.Correlation of Vascular Endothelial Growth Factor Production with Photochemical Reaction-induced Retinal Edema.
Liang SHAN ; Mi ZHENG ; Yuan ZHANG ; Yuan QU ; Tian NIU ; Qing GU ; Kun LIU ; Xin XIA ;
Chinese Medical Journal 2016;129(24):2944-2950
BACKGROUNDRetinal edema is the major complication of retinal vein occlusion and diabetic retinopathy; it can damage visual function by influencing macular region. This study was to establish a rat retinal edema model and explore the related VEGF expression and observe the responses to anti-VEGF drugs in this model.
METHODSA rat retinal edema model was established by inducing photochemical reaction using a 532 nm laser after the intravenous injection of Erythrosin B. Immediately after the laser treatment, models were given intravitreal injections of Ranibizumab or Conbercept to inhibit VEGF expression, and the changes of retinal thickness were measured. Retinal edema was observed using fundus photography (FP), optical coherence tomography (OCT), and fluoresce in fundus angiography (FFA) at 0, 1, 2, 4, 7 and 14 days after intervention. The retinal VEGF expression was measured using enzyme-linked immunosorbent assay (ELISA) and western blotting at each time point. The rat retinal edema model was also used to verify the function of anti-VEGF polypeptide ZY1.
RESULTSBoth retinal edema and vascular leakage were clearly observed at 1, 2 and 4 days after photochemical induction and the retinal thickness increased notably over the same period. The retinal VEGF expression peaked at day 1 and retina became thickening simultaneously. After the interventions, the VEGF expression of the Ranibizumab and Conbercept groups decreased at each time point compared to the edema group (26.90 ± 3.57 vs. 40.29 ± 6.68, F = 31.269 on day 1 and 22.36 ± 1.12 vs. 29.92 ± 0.93 F = 163.789 on day 2, both P < 0.01); the mean RT (278 ± 4 vs. 288 ± 3, F = 134.190 on day 1 and 274 ± 7 vs. 284 ± 6, F = 64.367 on day 2, both P < 0.05) and vascular leakage in these groups also decreased. The same results were observed in the ZY1 group, particularly at day 2 (P < 0.05).
CONCLUSIONSThis retinal edema model induced by a photochemical reaction is reliable and repeatable. Induced edema increases expression of VEGF. This model can be used to test new drugs.
Angiogenesis Inhibitors ; therapeutic use ; Animals ; Enzyme-Linked Immunosorbent Assay ; Erythrosine ; toxicity ; Fluorescein Angiography ; Intravitreal Injections ; Macular Edema ; chemically induced ; drug therapy ; metabolism ; Ranibizumab ; therapeutic use ; Rats ; Rats, Sprague-Dawley ; Recombinant Fusion Proteins ; therapeutic use ; Tomography, Optical Coherence ; Vascular Endothelial Growth Factor A ; metabolism
9.Jinmaitong alleviates the diabetic peripheral neuropathy by inducing autophagy.
Ling QU ; Hong ZHANG ; Bei GU ; Wei DAI ; Qun-li WU ; Lian-qing SUN ; Li ZHAO ; Yue SHI ; Xiao-chun LIANG
Chinese journal of integrative medicine 2016;22(3):185-192
OBJECTIVETo observe the deregulation of autophagy in diabetic peripheral neuropathy (DPN) and investigate whether Jinmaitong ( JMT) alleviates DPN by inducing autophagy.
METHODSDPN models were established by streptozotocin-induced diabetic rats and Schwann cells (SCs) cultured in high glucose medium. The pathological morphology was observed by the improved Bielschowsky's nerve fiber axonal staining and the Luxol fast blue-neutral red myelin staining. The ultrastructure was observed by the transmission electron microscopy. Beclin1 level was detected by immunohistochemistry and Western blot. The proliferation of cultured SCs was detected by methylthiazolyldiphenyl-tetrazolium bromide.
RESULTSDiabetic peripheral nerve tissues demonstrated pathological morphology and reduced autophagic structure, accompanied with down-regulation of Beclin1. JMT apparently alleviated the pathological morphology change and increased the autophagy [in vivo, Beclin1 integral optical density (IOD) value of the control group 86.6±17.7, DM 43.9±8.8, JMT 73.3 ±17.8, P<0.01 or P<0.05, in vitro Beclin1 IOD value of the glucose group 0.47±0.25 vs the control group 0.88±0.29, P<0.05]. Consequently, inhibition of autophagy by 3-methyladenine resulted in a time- and concentration-dependent decrease of the proliferation of SCs (P<0.05, P<0.01).
CONCLUSIONSDown-regulation of autophagy in SCs might contribute to the pathogenesis of DPN. JMT alleviates diabetic peripheral nerve injury at least in part by inducing autophagy.
Animals ; Autophagy ; drug effects ; Axons ; drug effects ; pathology ; Beclin-1 ; metabolism ; Cell Proliferation ; drug effects ; Cells, Cultured ; Diabetes Mellitus, Experimental ; complications ; drug therapy ; pathology ; Diabetic Neuropathies ; complications ; drug therapy ; pathology ; Down-Regulation ; drug effects ; Drugs, Chinese Herbal ; pharmacology ; therapeutic use ; Glucose ; pharmacology ; Immunohistochemistry ; Male ; Rats, Wistar ; Schwann Cells ; drug effects ; pathology ; Sciatic Nerve ; drug effects ; pathology ; ultrastructure ; Staining and Labeling
10.Influence of obesity on clinicopathological characteristics in patients with clinically localized prostate cancer.
Yuan-yuan QU ; Bo DAI ; Kun CHANG ; Yun-yi KONG ; Cheng-yuan GU ; Gui-ming ZHANG ; Fang-ning WAN ; Hong-kai WANG ; Hai-liang ZHANG ; Yao ZHU ; Ding-wei YE
Chinese Journal of Surgery 2013;51(12):1089-1093
OBJECTIVETo investigate the influence of anthropometric measures of obesity, including body mass index (BMI), abdominal subcutaneous adipose tissue and visceral adipose tissue, on pathological characteristics in patients with clinically localized prostate cancer.
METHODSFrom January 2006 to March 2013, the 413 patients of prostate cancer who received radical prostatectomy (RP) and their clinical and pathological data had been collected. The median age for the entire cohort was 68 years, which ranged from 48 to 78 years. All patients were diagnosed with prostate cancer before surgery and the Gleason score ranged from 4 to 10 (median 7). Anthropometric measures of abdominal adiposity including anterior abdominal fat, posterior abdominal fat and anteroposterior diameter were measured from the T2 weighted sagittal localization images of MRI scans and subcutaneous adipose tissue and the percentage of visceral adipose tissue were calculated. The patients' clinical and pathologic characteristics across BMI groups were compared used Student's t test for continuous variables or chi-squared test for categorical variables. Moreover, univariable and multivariable logistic regression models were used to address the influence of anthropometric measures of obesity on pathological outcomes.
RESULTSThe BMI ranged from 14.2 to 34.0 kg/m(2) and the median value was 23.8 kg/m(2). The abdominal subcutaneous adipose tissue ranged from 12.6 to 60.3 mm and the median value was 31.4 mm. The percentage of visceral adipose tissue ranged from 71.1% to 92.1% and the median value was 83.8%. In RP specimens, Gleason score ≥ 8 was observed in 141 patients (34.1%), pathological tumor stage was T3a in 69 patients (16.7%) and pathological tumor stage was T3b in 78 patients (18.9%). Positive surgical margin and lymph node involvement were observed in 71(17.2%) and 38(9.2%) patients, respectively. Although univariate analysis showed that BMI ≥ 25 kg/m(2) was associated with pathological Gleason score ≥ 8 (OR = 1.413, P = 0.035), this positive correlation disappeared in multivariate analysis(P = 0.095). In multivariate analysis, the percentage of visceral adipose tissue was significantly associated with pathological Gleason score (OR = 9.618, P = 0.000), extracapsular extension (OR = 6.750, P = 0.002) and seminal vesicle invasion (OR = 4.419, P = 0.007) after adjusting for patient age, PSA level, clinical stage and biopsy Gleason score.
CONCLUSIONSAnthropometric measures of abdominal adiposity was more sophisticated than simple BMI to evaluate the risk of obesity with regard to the aggressiveness of prostate cancer. The percentage of visceral adipose tissue was an independent factor for pathological Gleason score, extracapsular extension and seminal vesicle invasion in RP specimens.
Adiposity ; Aged ; Anthropometry ; Body Mass Index ; Humans ; Intra-Abdominal Fat ; Logistic Models ; Male ; Middle Aged ; Obesity ; complications ; Prostate ; pathology ; Prostatectomy ; Prostatic Neoplasms ; pathology ; Risk Factors

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