1.Effect of bone metabolic markers on sarcopenia in elderly patients with type 2 diabetes mellitus
Yamei WANG ; Bin ZHONG ; Xiaoqian CHEN ; Haiyan SHANGGUAN ; Jie LI
Journal of Public Health and Preventive Medicine 2026;37(1):126-129
Objective To investigate the effect of bone metabolic markers on sarcopenia in elderly patients with type 2 diabetes mellitus (T2DM). Methods A total of 412 patients with T2DM in the department of endocrinology of Nanjing Central Hospital from May 2020 to June 2025 were selected as the research subjects. According to Asian Working Group for Sarcopenia (AWGS) in 2019, these patients were evaluated for skeletal muscle mass index (ASMI), muscle strength, and muscle function, and were divided into a sarcopenia group (84 cases) and a non-sarcopenia group (328 cases). The glucolipid metabolic indexes were detected in both groups of patients, and the bone metabolic markers were evaluated, including procollagen type 1 N-terminal peptide (P1NP), beta-C-terminal telopeptide of type 1 collagen (β-CTX), and 25-hydroxy vitamin D [25-(OH)D]. The factors influencing the occurrence of sarcopenia in T2DM patients were analyzed by logistic regression analysis, and the diagnostic values of bone metabolic markers on sarcopenia in patients with T2DM were assessed by ROC curve. Results The levels of P1NP and 25-(OH)D were lower, while β-CTX level was higher in the sarcopenia group compared to the non-sarcopenia group, with statistical differences (P<0.05). After logistic correlation analysis, it was found that P1NP, β-CTX and 25-(OH)D were all influencing factors for the occurrence of sarcopenia in T2DM patients. ROC curve analysis suggested that combined detection of PINP, β-CTX, and 25-(OH)D had higher diagnostic value, with an area under the curve up to 0.805. Conclusion The abnormal expression of bone metabolic markers is associated with the increased risk of sarcopenia in patients with T2DM. The detection of serum bone metabolic markers expression level is of certain significance for the assessment of diabetes-related sarcopenia.
2.Research advances in the intelligent medical imaging diagnosis of liver cancer
Jie XU ; Wenbin XU ; Keqing HE ; Ding SHANGGUAN ; Ting XU ; Mingjun XIE ; Nianbao LONG ; Laian GE
Journal of Clinical Hepatology 2024;40(9):1880-1885
Liver cancer is one of the most threatening diseases to the human body,and most patients are already in the advanced stage at the time of diagnosis,resulting in an extremely high mortality rate.The diagnosis and treatment of early-stage liver cancer is the key to improving the prognosis of patients.Medical imaging is an important method that assists in the diagnosis of liver cancer,and currently,intelligent image recognition technology based on medical imaging data has been widely applied in the field of medical diagnosis and has good application prospects.This article reviews the current status of research on artificial intelligence(AI)methods for the diagnosis of focal liver lesions based on liver medical images and proposes the advantages and shortcomings of current AI diagnosis,so as to provide new research ideas for the intelligent diagnosis of liver cancer in the future.
3.QU-Net application in retinal vessel segmentation based on hypercomplex numbers and U-Net
Bing LI ; Jie ZHANG ; Yanyu SHANGGUAN ; Qing JIANG ; Yunli NIU ; Yanlong BI
Chinese Journal of Experimental Ophthalmology 2024;42(12):1090-1099
Objective:To develop a U-Net-based quadruple numerical neural network (QU-Net) model for retinal vessel segmentation and to verify its precision and efficiency in extracting and segmenting retinal vessels from fundus images.Methods:This study used the concept of hypercomplex numbers, the three channels of color images, and a quaternion matrix representing all the information data of the images, which was then used as input for quaternion convolution and quaternion fully connected layers based on the U-Net architecture to form a QU-Net model.The QU-Net model was first tested on the DRIVE, STARE, and CHASE_DB1 datasets and compared with the traditional real-valued U-Net, M-Net, and SU-Net models in terms of accuracy, sensitivity, specificity, precision, F1 score, and Matthews correlation coefficient.Finally, the model was further optimized and the optimized QU-Net model was compared side-by-side with the well-known advanced models to comprehensively evaluate and analyze the efficiency and accuracy of the model in extracting and segmenting retinal blood vessels from fundus images.Results:The results showed that the QU-Net model achieved the following vessel segmentation results: accuracy 0.956 6, sensitivity 0.700 8, specificity 0.987 9, precision 0.595 4 on the DRIVE dataset, accuracy 0.975 5, sensitivity 0.890 7, specificity 0.984 2, precision 0.662 5 on the STARE dataset, and accuracy 0.979 4, sensitivity 0.747 0, specificity 0.990 6, precision 0.596 9 on the CHASE_DB1 dataset.Its specificity was better than U-Net, M-Net and SU-Net models, and its accuracy, sensitivity and precision were not inferior to the three models.After optimization, the sensitivity, precision and F1 value of the QU-Net model were effectively improved on the three datasets while maintaining its original accuracy and specificity.When compared with the performance indicators of other models on the three datasets, it was found that the optimized QU-Net model had good performance in accuracy, specificity, sensitivity, precision, and F1 score, indicating that its vessel segmentation ability was not inferior to the advanced models.Among all the models compared, the optimized QU-Net model had the best F1 score and Matthews correlation coefficient.Conclusions:The QU-Net model proposed in this study expands the data dimension space from the traditional real number space to the complex number space and greatly reduces the loss of data information.The optimized QU-Net model has good efficiency and accuracy in extracting retinal vessel segmentation from fundus images, and has certain advantages in detecting fine vessels.
4.Correction of the pathogenic mutation in the G6PC3 gene by adenine base editing in mutant embryos.
Man HONG ; Ping WANG ; Tao SHANGGUAN ; Guang Lei LI ; Rui Peng BIAN ; Wei HE ; Wen JIANG ; Jie Ping CHEN
Chinese Journal of Hematology 2023;44(4):308-315
Objective: To determine whether the adenine base editor (ABE7.10) can be used to fix harmful mutations in the human G6PC3 gene. Methods: To investigate the safety of base-edited embryos, off-target analysis by deep sequencing was used to examine the feasibility and editing efficiency of various sgRNA expression vectors. The human HEK293T mutation models and human embryos were also used to test the feasibility and editing efficiency of correction. Results: ①The G6PC3(C295T) mutant cell model was successfully created. ②In the G6PC3(C295T) mutant cell model, three distinct Re-sgRNAs were created and corrected, with base correction efficiency ranging from 8.79% to 19.56% . ③ ABE7.10 could successfully fix mutant bases in the human pathogenic embryo test; however, base editing events had also happened in other locations. ④ With the exception of one noncoding site, which had a high safety rate, deep sequencing analysis revealed that the detection of 32 probable off-target sites was <0.5% . Conclusion: This study proposes a new base correction strategy based on human pathogenic embryos; however, it also produces a certain nontarget site editing, which needs to be further analyzed on the PAM site or editor window.
Humans
;
Gene Editing
;
CRISPR-Cas Systems
;
Adenine
;
HEK293 Cells
;
Mutation
;
Glucose-6-Phosphatase/metabolism*
5.Clinical analysis of 10 cases of multi-center tumor necrosis factor receptor-associated periodic syndrome.
Ming Sheng MA ; Zhi YANG ; Cai Hui ZHANG ; Yao Yao SHANGGUAN ; Yong Zhen LI ; Mei Fang ZHU ; Cui BAI ; Yu ZHOU ; Qiu Ye ZHANG ; Hai Guo YU ; Xiao Chuan WU ; Wen Jie ZHENG ; Jun YANG ; Hong Mei SONG
Chinese Journal of Pediatrics 2023;61(12):1098-1102
Objective: To summarize the clinical characteristics of tumour necrosis factor receptor-associated periodic syndrome (TRAPS) in children. Methods: The clinical manifestations, laboratory tests, genetic testing and follow-up of 10 children with TRAPS from May 2011 to May 2021 in 6 hospitals in China were retrospectively analyzed. Results: Among the 10 patients with TRAPS, including 8 boys and 2 girls. The age of onset was 2 (1, 5) years, the age of diagnosis was (8±4) years, and the time from onset to diagnosis was 3 (1, 7) years. A total of 7 types of TNFRSF1A gene variants were detected, including 5 paternal variations, 1 maternal variation and 4 de novo variations. Six children had a family history of related diseases. Clinical manifestations included recurrent fever in 10 cases, rash in 4 cases, abdominal pain in 6 cases, joint involvement in 6 cases, periorbital edema in 1 case, and myalgia in 4 cases. Two patients had hematological system involvement. The erythrocyte sedimentation rate and C-reactive protein were significantly increased in 10 cases. All patients were negative for autoantibodies. In the course of treatment, 5 cases were treated with glucocorticoids, 7 cases with immunosuppressants, and 7 cases with biological agents. Conclusions: TRAPS is clinically characterized by recurrent fever accompanied by joint, gastrointestinal, skin, and muscle involvement. Inflammatory markers are elevated, and autoantibodies are mostly negative. Treatment mainly involves glucocorticoids, immunosuppressants, and biological agents.
Male
;
Child
;
Female
;
Humans
;
Child, Preschool
;
Receptors, Tumor Necrosis Factor, Type I/genetics*
;
Retrospective Studies
;
Hereditary Autoinflammatory Diseases/drug therapy*
;
Glucocorticoids/therapeutic use*
;
Biological Factors/therapeutic use*
;
Immunosuppressive Agents/therapeutic use*
;
Autoantibodies
;
Familial Mediterranean Fever/diagnosis*
;
Mutation
6.Clinical features of children with periodic fever, aphthous stomatitis, pharyngitis, and adenitis syndrome: an analysis of 13 cases.
Ji-Qian HUANG ; Xiao-Hua YE ; Kang-Kang YANG ; Yao-Yao SHANGGUAN ; Yi-Wei DONG ; Wen-Jie ZHENG
Chinese Journal of Contemporary Pediatrics 2021;23(2):143-147
OBJECTIVE:
To study the clinical features of children with periodic fever, aphthous stomatitis, pharyngitis, and adenitis (PFAPA) syndrome, a polygenic and multifactorial autoinflammatory disease with unknown pathogenesis.
METHODS:
A retrospective analysis was performed on the medical data of 13 children with PFAPA syndrome.
RESULTS:
All 13 children had disease onset within the age of 3 years, with a mean age of onset of (14±10) months. They all had periodic fever, with 8-18 attacks each year. The mean interictal period of fever was (30±5) days. Pharyngitis, cervical adenitis, and aphthous stomatitis were the three cardinal symptoms, with incidence rates of 100% (13/13), 85% (11/13), and 38% (5/13) respectively. There were increases in white blood cells, C-reactive protein, and erythrocyte sedimentation rate during fever. Of all the 13 children, 6 underwent whole exome sequencing and 7 underwent panel gene detection for autoinflammatory disease, and the results showed single heterozygous mutations in the
CONCLUSIONS
For children with unexplained periodic fever with early onset accompanied by pharyngitis, cervical adenitis, aphthous stomatitis, elevated inflammatory indices, and good response to glucocorticoids, PFAPA syndrome should be considered. This disorder has good prognosis, and early diagnosis can avoid the long-term repeated use of antibiotics.
Child
;
Child, Preschool
;
Fever/etiology*
;
Humans
;
Infant
;
Lymphadenitis/diagnosis*
;
Pharyngitis/drug therapy*
;
Pyrin
;
Retrospective Studies
;
Stomatitis, Aphthous/genetics*
7.The Effect of Bcl-6 Expression on the Prognosis of Newly Treated Double-Expressing Lymphoma Treated with R-CHOP Regimen.
Bing-Jie FAN ; Huan CHEN ; Chen-Xing SHANGGUAN ; Xi-Yang LIU ; Yu CHANG ; Lei ZHANG
Journal of Experimental Hematology 2021;29(6):1797-1801
OBJECTIVE:
To compare the treatment outcome and prognosis of the newly-treated myc
METHODS:
152 double-expression lymphoma patients (myc
RESULTS:
The median age of 152 DEL patients was 60.5 years old (15-87 years old). 85 patients (55.9%) were Ann Arbor stage III/IV. There was no significant difference in clinical data between the patients in the two groups. Multivariate Cox regression analysis showed that bcl-6 expression, ECOG score, and stage were the independent prognostic factors for the entire group of DEL patients. There was no statistical difference in ORR between the patients in the two groups (χ2=0.749, P=0.387). Kaplan-Meier survival analysis showed that PFS and OS of the bcl-6
CONCLUSION
bcl-6
Adolescent
;
Adult
;
Aged
;
Aged, 80 and over
;
Antineoplastic Combined Chemotherapy Protocols
;
Cyclophosphamide
;
Doxorubicin
;
Humans
;
Lymphoma, Large B-Cell, Diffuse/drug therapy*
;
Middle Aged
;
Prednisolone
;
Prognosis
;
Vincristine/therapeutic use*
;
Young Adult
8.Effect of Met Knockdown on Biological Behavior of Multiple Myeloma RPMI 8226 Cells.
Hui-Li LIU ; Jie SHANGGUAN ; Wen-Zhong QUE
Journal of Experimental Hematology 2020;28(4):1278-1282
OBJECTIVE:
To investigate the effects of down-regulating of c-Met expression to the proliferation, invasiveness and apoptosis of human multiple myeloma RPMI 8226 cells.
METHODS:
According to transfection the RPMI8226 cells were dividide into RPMI 8226 (untreated RPMI 8226), RPMI 8226 /shRNA-Met and RPMI8226/shRNA-control group, respectively. Protein expression level of c-Met was detected by Western blot so as to evaluate transfection condition; the proliferation of the cells was detected by MTT; apoptosis and cycle of the cells were detected by flow cytometry; effect of c-Met/shRNA on RPMI 8226 cell adhesion was detected by RPMI 8226 cell adherence to ECM (Fn and Matrigel) and ECV304 cells. Invasiveness of RPMI 8226 cell was detected by Transwell assay.
RESULTS:
The c-Met short hairpin RNA (shRNA) was successfully transfected into RPMI 8226 cells, and could inhibit the expression of c-Met significantly. The down-regulation of c-Met could inhibit the proliferation of RPMI 8226 cells significantly. The percentage of cells in the G/G phase and apoptotic rate (sub-G) in the RPMI 8226/shRNA-Met group were higher than those in the control group, the adhesion rate and the number of migrated RPMI 8226/shRNA-Met cells were decreased significantly as compared with control group. There were no significant differences in each indexes between RPMI 8226/shRNA-control and control group.
CONCLUSION
Knockdown of c-Met can affect the proliferation, adherence, invasiveness and apoptosis of human multiple myeloma RPMI 8226 cells.
Apoptosis
;
Cell Line, Tumor
;
Cell Proliferation
;
Humans
;
Multiple Myeloma
;
RNA, Small Interfering
9.Association of thyroid hormones and insulin resistance in elderly patients with type 2 diabetes mellitus
Bing XIN ; Wen GUO ; Jie LI ; Yamei WANG ; Xiaoqian CHEN ; Haiyan SHANGGUAN
Journal of Medical Postgraduates 2015;(1):61-63
Objective The variation of serum thyroid hormones within the euthyroid range may be associated with insulin sensitivity.The study was to investigate whether the variation of thyroid hormones within the euthyroid range could influence insulin sensitivity in elderly patients with type 2 diabetes mellitus (T2DM). Methods 200 elderly inpatients and outpatients with type 2 diabetes were collected from September 2013 to May 2014 in our hospital for T2DM group.150 normal controls with normal glucose metabolism were taken as the control group.Blood samples were collected after 75g oral glucose tolerance test(OGTT) on all the re-search objects.Questionaire survey, physical examination and related metabolic index test were also done on them .Chemilumines-cence method were applied to detect their insulin, thyroid stimulating hormone(TSH), FT3 and FT4. Results FT3 levels were significantly lower in T2DM group than in control group[(4.05 ±0.27 )pmol/L vs (4.61 ±0.5)pmol/L), P<0.05].TSH levels were significantly higher in T2DM group than in control group[(2.75 ±1.07) IU/mL vs (2.28 ±0.89) IU/mL, P<0.05], while there was no significant difference as to FT4 levels between these two groups.All subjects were divided into three groups according to the tertiles of FT3 level, Matsuda index of high FT3 level group were significantly higher in comparison to middle and low FT3 level groups, while there was no significant difference as to HOMA-IR in the three groups.FT3 levels were negatively correlated with HO-MA-IR and positively correlated with Matsuda index .After stepwise regression analysis, there was significant positive association be-tween FT3 and Matsuda index. Conclusion Thyroid hormone especially FT3 is significantly associated with insulin resistance .FT3 may participate in the development of type 2 diabetes, which pro-vides a new treatment for T2DM.
10.Different effects of lipid components on insulin secretion in patients with type 2 diabetes and subjects with normal glucose metabolism
Wen GUO ; Jie LI ; Yamei WANG ; Xiaoqian CHEN ; Haiyan SHANGGUAN ; Bing XIN
Chinese Journal of Endocrinology and Metabolism 2015;(7):599-600
[Summary] The effects of lipid components on insulin secretion in patients with type 2 diabetes(T2DM) and control subjects were explored. The results demonstrated that in control group, disposal index( DI)0 was positively correlated with high density cholesterol(HDL-C), while DI30 was negatively correlated with total cholesterol(TC), triglycerides( TG) and low density cholesterol ( LDL-C), and DI120 was also negatively correlated with TC and LDL-C. In T2DM group, DI0 was negatively correlated with TC and LDL-C, DI30 was negatively correlated with TC, TG, LDL-C and TG/ HDL-C, DI120 was negatively correlated with TC, TG, LDL-C and TG/ HDL-C.


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