1.YOLOX-SwinT algorithm improves the accuracy of AO/OTA classification of intertrochanteric fractures by orthopedic trauma surgeons.
Xue-Si LIU ; Rui NIE ; Ao-Wen DUAN ; Li YANG ; Xiang LI ; Le-Tian ZHANG ; Guang-Kuo GUO ; Qing-Shan GUO ; Dong-Chu ZHAO ; Yang LI ; He-Hua ZHANG
Chinese Journal of Traumatology 2025;28(1):69-75
PURPOSE:
Intertrochanteric fracture (ITF) classification is crucial for surgical decision-making. However, orthopedic trauma surgeons have shown lower accuracy in ITF classification than expected. The objective of this study was to utilize an artificial intelligence (AI) method to improve the accuracy of ITF classification.
METHODS:
We trained a network called YOLOX-SwinT, which is based on the You Only Look Once X (YOLOX) object detection network with Swin Transformer (SwinT) as the backbone architecture, using 762 radiographic ITF examinations as the training set. Subsequently, we recruited 5 senior orthopedic trauma surgeons (SOTS) and 5 junior orthopedic trauma surgeons (JOTS) to classify the 85 original images in the test set, as well as the images with the prediction results of the network model in sequence. Statistical analysis was performed using the SPSS 20.0 (IBM Corp., Armonk, NY, USA) to compare the differences among the SOTS, JOTS, SOTS + AI, JOTS + AI, SOTS + JOTS, and SOTS + JOTS + AI groups. All images were classified according to the AO/OTA 2018 classification system by 2 experienced trauma surgeons and verified by another expert in this field. Based on the actual clinical needs, after discussion, we integrated 8 subgroups into 5 new subgroups, and the dataset was divided into training, validation, and test sets by the ratio of 8:1:1.
RESULTS:
The mean average precision at the intersection over union (IoU) of 0.5 (mAP50) for subgroup detection reached 90.29%. The classification accuracy values of SOTS, JOTS, SOTS + AI, and JOTS + AI groups were 56.24% ± 4.02%, 35.29% ± 18.07%, 79.53% ± 7.14%, and 71.53% ± 5.22%, respectively. The paired t-test results showed that the difference between the SOTS and SOTS + AI groups was statistically significant, as well as the difference between the JOTS and JOTS + AI groups, and the SOTS + JOTS and SOTS + JOTS + AI groups. Moreover, the difference between the SOTS + JOTS and SOTS + JOTS + AI groups in each subgroup was statistically significant, with all p < 0.05. The independent samples t-test results showed that the difference between the SOTS and JOTS groups was statistically significant, while the difference between the SOTS + AI and JOTS + AI groups was not statistically significant. With the assistance of AI, the subgroup classification accuracy of both SOTS and JOTS was significantly improved, and JOTS achieved the same level as SOTS.
CONCLUSION
In conclusion, the YOLOX-SwinT network algorithm enhances the accuracy of AO/OTA subgroups classification of ITF by orthopedic trauma surgeons.
Humans
;
Hip Fractures/diagnostic imaging*
;
Orthopedic Surgeons
;
Algorithms
;
Artificial Intelligence
2. Tripterine promotes pyroptosis of liver cancer cells by regulating ATF4/caspase-3/GSDME signaling pathway
Duan LI ; Yong-Hui WANG ; Jing ZHOU ; Yong-Hong KONG ; Le ZHANG ; Le ZHANG
Chinese Pharmacological Bulletin 2024;40(2):299-307
Aim To explore the new mechanism of triptolide (TRI) inhibiting the progression of hepatocellular carcinoma (HCC) . Methods Different concentrations (0, 0 . 5, 2, and 8 jjunol • L~) of TRI were administered to act on liver cancer cells, and then the cell phenotypes and possible mechanisms were explored using experimental methods such as CCK-8, cell cloning, Transwell, and protein immunoblotting; siRNA was used to interfere with the target gene GSDME and its role was determined. Finally, the mechanism of TRI inhibiting the growth of HCC cells in vivo was validated using a transplanted tumor model. Results TRI could inhibit the proliferation, cloning, and invasion of HCC cells, and promote cell apoptosis. Immunoblotting results showed that the expression of GSDME was significantly upregulated in HepG2 or He-pal-6 hepatocellular carcinoma after TRI treatment, while the expression of cleaved caspase-3 and PARP also significantly increased. Knocking out GSDME could partially reverse TRI-induced cell apoptosis. At the same time, cells knocked down by GSDME had stronger cloning and migration abilities, and the apoptosis rate was reduced compared to the TRI treatment group alone. In vivo experiments showed that TRI inhibited HCC tumor growth, and the TRI + siGSDME group had a faster tumor growth rate than the TRI treatment group alone did. In addition, after TRI stimulation, p-eIF2a and ATF4 in HepG2 and Hepal-6 cells significantly increased. The immunofluorescence results showed a dose-dependent increase in the number of ATF4 positive cells in HepG2 and Hepal-6 cells after TRI stimulation. Conclusion The inhibitory effect of TRI on the growth and invasion of liver cancer cells may be related to its regulation of the ATF4/caspase-3/GSDME signaling pathway and promotion of liver cancer cell apoptosis.
3.Evaluation of the clinical relevant effect of hospital-wide blood glucose management in perioperative cholelithiasis patients with type 2 diabetes
Jie YANG ; Shiwei LIU ; Wanrong DOU ; Le JIANG ; Qianqian YANG ; Ruixue DUAN ; Chenxia ZHANG ; Jie ZHENG
Chinese Journal of Clinical Nutrition 2024;32(1):44-49
Objective:To evaluate the clinical relevant effect of hospital-wide blood glucose management in perioperative cholelithiasis patients with type 2 diabetes.Methods:The subjects of the study were patients with type 2 diabetes mellitus complicated with cholelithiasis who were treated at the Baiqiu'en Hospital in Shanxi from September 2022 to October 2023. The patients were divided into hospital-wide blood sugar management group and conventional treatment group, according to different blood glucose management they received. The differences in preoperative blood glucose control, length of stay, postoperative complications, and hospitalization expenses between the two groups were compared.Results:Compare based on the median (quartiles) of the observed indicators, patients with cholelithiasis who underwent hospital-wide blood glucose management based on insulin pumps had a higher proportion of time in range [72.00(70.21, 82.90)% vs. 64.80 (61.55,70.50)%, P<0.001)], lower average blood glucose level [9.00 (8.55, 10.44) mmol/L vs. 11.50 (10.50, 12.50) mmol/L, P<0.001], and shorter hospital stay [8.00 (7.00,13.00) days vs. 10.00 (8.00, 12.00) ) days, P<0.05]. Moreover, the incidence of postoperative complications was lower [5(11.11)% vs. 15(33.33)%, P<0.05], and hospitalization expenses were lower [16 535.34 (14 271.44, 29 569.23) yuan vs. 18 633.85 (17 482.66) yuan , 22 855.02) yuan, P<0.05] in patients who received hospital-wide blood glucose management. Conclusion:Hospital-wide blood glucose management based on insulin pumps showed favorable effects in the perioperative clinical application in cholelithiasis patients with type 2 diabetes, and could contribute to shortening the average length of stay, reducing hospitalization costs, and reducing postoperative complications.
4.Synthesis of a Dual-Function Fluorescent Probe for Detection of Ferric Ions and Hydrazine
Ning DUAN ; Le-Yuan DING ; Bing DENG ; Shao-Xiang YANG
Chinese Journal of Analytical Chemistry 2024;52(6):809-817,中插1-中插10
A new Schiff base fluorescence probe (E)-3-(4-(E)-((4-hydroxyphenyl) imino) methyl) phenyl)-1-(6-methoxynaphthal-2-yl) isopropyl-2-en-1-one (DFFH) was synthesized by using 6-methoxy-2-acetylnaphthalene as raw material. The probe was characterized by nuclear magnetic resonance (1H NMR,13C NMR) and high-resolution mass spectroscopy (HRMS),etc. In the EtOH-H2O (1:4,V/V) system,the 4-hydroxyaniline portion of probe DFFH complexed with Fe3+to form a 1:1 metal complex,resulting in a significant decrease in fluorescence at 386 nm. In the DMSO-H2O (9:1,V/V,pH=5) system,N2H4 reacted with α,β-unsaturated carbonyl group and underwent cyclization addition reaction,and at the same time,the cleavage of the imine bond released aldehyde group from the probe,showing a ratio type fluorescence recognition characteristices. The luminescence intensity of the probe solution decreased slightly upon the additon of Fe3+,and the probe solution changed from colourless to yellowish-brown with the addition of different concentrations of N2H4. Whereas the detection of Fe3+and N2H4 did not interfere with each other. The experimental results showed that probe DFFH had high sensitivity and selectivity toward Fe3+and N2H4,with detection limit of 34.0 nmol/L for Fe3+and 30.0 nmol/L for N2H4,respectively. Moreover,probe DFFH was applied to detection of the contents of Fe3+and N2H4 in actual water samples with satisfactory results,and the spiking recoveries were 96.5%~102.3%and 98.1%~103.0%,respectively.
5.Functional characterization of de novo frameshift mutation in IRF8
Le-Ying LI ; Yao CHEN ; Wei-Tao ZHOU ; Chen HE ; Duan-Wu ZHANG ; Li-Ling QIAN
Fudan University Journal of Medical Sciences 2024;51(3):359-367
Objective To study and verify the function of de novo interferon regulatory factor(IRF8)frameshift mutation detected in an etiology screening of the cohort of children with recurrent pneumonia at the molecular level.Methods The recombinant overexpression plasmids with wildtype or mutated IRF8 genes were constructed to transiently transfect HEK293T cells,or packed into lentivirus to infect two kinds of immune cell lines.Q-PCR,Western blot,immunofluorescence and other experimental assays were performed to explore the differences of expression and the regulatory effect on downstream genes associated with inflammation.Results The recombinant vectors with wildtype or mutated IRF8 genes were constructed successfully,and the efficiency of transfection by plasmids and infection by packed lentivirus was remarkable as well.Compared with wildtype,the molecular weight of IRF8 variant was slightly increased,while the expression level presents in opposition,even if on transcription level.Moreover,the localization of IRF8 variant was detected in abundance in nucleus rather than cytoplasm,and its inhibition effect was enhanced on the downstream ISRE element in comparison with the wildtype IRF8 protein.Conclusion The de novo frameshift mutation was presumed as gain-of-function(GOF)mutation.
6.Two putative novel serotypes of Tibet orbivirus isolated from Culicoides spp.in Yunnan, China
Ying-Liang DUAN ; Zhen Xing YANG ; Yu Wen HE ; Le LI
Journal of Veterinary Science 2023;24(2):e18-
Tibet orbivirus (TIBOV) was identified as a novel orbivirus in 2014. Antibodies against TIBOV were detected in cattle, Asian buffalo, and goats, while all the sequenced TIBOV strains were isolated from mosquitos and Culicoides. The known TIBOV strains have been classified into four putative serotypes. In this study, two TIBOV strains isolated from Culicoides spp. in Shizong County of Yunnan Province, China, were fully sequenced. The phylogenetic analysis of outer capsid protein 2 (VP2) indicated that these two viral strains belong to two novel putative serotypes of TIBOV. The updated putative serotypes may help in an investigation of the distribution and virulence of TIBOV.
7.Preparation and properties of a new artificial bone composite material.
Jianhua GE ; Le JIA ; Ke DUAN ; Yang LI ; Yue MA ; Jiyuan YAN ; Xin DUAN ; Guibing WU
Chinese Journal of Reparative and Reconstructive Surgery 2023;37(4):488-494
OBJECTIVE:
To study the preparation and properties of the hyaluronic acid (HA)/α-calcium sulfate hemihydrate (α-CSH)/β-tricalcium phosphate (β-TCP) material (hereinafter referred to as composite material).
METHODS:
Firstly, the α-CSH was prepared from calcium sulfate dihydrate by hydrothermal method, and the β-TCP was prepared by wet reaction of soluble calcium salt and phosphate. Secondly, the α-CSH and β-TCP were mixed in different proportions (10∶0, 9∶1, 8∶2, 7∶3, 5∶5, and 3∶7), and then mixed with HA solutions with concentrations of 0.1%, 0.25%, 0.5%, 1.0%, and 2.0%, respectively, at a liquid-solid ratio of 0.30 and 0.35 respectively to prepare HA/α-CSH/ β-TCP composite material. The α-CSH/β-TCP composite material prepared with α-CSH, β-TCP, and deionized water was used as the control. The composite material was analyzed by scanning electron microscope, X-ray diffraction analysis, initial/final setting time, degradation, compressive strength, dispersion, injectability, and cytotoxicity.
RESULTS:
The HA/α-CSH/β-TCP composite material was prepared successfully. The composite material has rough surface, densely packed irregular block particles and strip particles, and microporous structures, with the pore size mainly between 5 and 15 μm. When the content of β-TCP increased, the initial/final setting time of composite material increased, the degradation rate decreased, and the compressive strength showed a trend of first increasing and then weakening; there were significant differences between the composite materials with different α-CSH/β-TCP proportion ( P<0.05). Adding HA improved the injectable property of the composite material, and it showed an increasing trend with the increase of concentration ( P<0.05), but it has no obvious effect on the setting time of composite material ( P>0.05). The cytotoxicity level of HA/α-CSH/β-TCP composite material ranged from 0 to 1, without cytotoxicity.
CONCLUSION
The HA/α-CSH/β-TCP composite materials have good biocompatibility. Theoretically, it can meet the clinical needs of bone defect repairing, and may be a new artificial bone material with potential clinical application prospect.
Calcium Phosphates
;
Bone and Bones
;
Phosphates
8. Integrated Multi-omics Approach Reveals the Interaction of Brain-gut in D-galactose-induced Aging Model Mice
Jing WANG ; Le HAN ; Jia-Chao KANG ; Jie MENG ; Dong-Mei CHEN ; Yi-Hong TIAN ; Jia-Chao KANG ; Jie MENG ; Dong-Mei CHEN ; Ping-Min WU ; Yong-Qiang DUAN
Chinese Journal of Biochemistry and Molecular Biology 2023;39(9):1332-1345
Multiple organs are physiologically and pathologically interconnected during aging, and the brain plays a central role in this process. There is a direct two-way communication between the brain and the gut called “brain-gut interaction”, which is of great significance for the study of aging, and the molecular mechanism remains to be further studied. The aim of this study is to explore the mechanism of aging in the context of brain-gut interaction. The results of general physical signs of mice showed that the amount of exercise decreased, body weight and food intake decreased significantly in aged mice (P < 0. 001, P<0. 05). The thymus index of aged mice was significantly lower than that of normal mice (P< 0. 05), and the thymic pathological results showed that the thymic cortex of aging mice was thinner, the boundary between medulla and cortex was blurred, and the cells were loosely arranged. Metabolomics analysis revealed 317 differential metabolites in feces and 100 differential metabolites in hippocampus. The results of microbiome showed that Bacteroidetes and Firmicutes were the dominant phyla of gut microbiota. Bacteroidetes showed an upward trend and Firmicutes showed a downward trend after aging. KEGG pathway results showed that 26 metabolic pathways were related to the study of aging, among which galactose metabolism, ABC transporter and purine metabolism were of great significance for the brain-gut interaction. The results of Spearman correlation analysis of the three groups showed that the types of metabolites involved were mainly lipids and lipid-like molecules and organic acids and derivatives, and the gut microbiota involved were mainly Bacteroidetes and Firmicutes. In conclusion, the present study demonstrated that the synergistic changes between brain and gut in aging mice were related to the mechanism of aging, which provided new insights into the mechanism of aging process.
9.The efficacy of chemotherapy re-challenge in third-line setting for metastatic colorectal cancer patients: a real-world study.
Jing Jing DUAN ; Tao NING ; Ming BAI ; Le ZHANG ; Hong Li LI ; Rui LIU ; Shao Hua GE ; Xia WANG ; Yu Chong YANG ; Zhi JI ; Fei Xue WANG ; Yan Sha SUN ; Yi BA ; Ting DENG
Chinese Journal of Oncology 2023;45(11):967-972
Objective: To explore the efficacy of chemotherapy re-challenge in the third-line setting for patients with metastatic colorectal cancer (mCRC) in the real world. Methods: The clinicopathological data, treatment information, recent treatment efficacy, adverse events and survival data of mCRC patients who had disease progression after treatment with oxaliplatin-based and/or irinotecan-based chemotherapy and received third-line chemotherapy re-challenge from January 2013 to December 2020 at Tianjin Medical University Cancer Institute and Hospital were retrospectively collected. Survival curves were plotted with the Kaplan-Meier method, and the Cox proportional hazard model was used to analyze the prognostic factors. Results: A total of 95 mCRC patients were included. Among them, 32 patients (33.7%) received chemotherapy alone and 63 patients (66.3%) received chemotherapy combined with targeted drugs. Eighty-three patients were treated with dual-drug chemotherapy (87.4%), including oxaliplatin re-challenge in 35 patients and irinotecan re-challenge in 48 patients. The remaining 12 patients were treated with triplet chemotherapy regimens (12.6%). Among them, as 5 patients had sequential application of oxaliplatin and irinotecan in front-line treatments, their third-line therapy re-challenged both oxaliplatin and irinotecan; 7 patients only had oxaliplatin prescription before, and these patients re-challenged oxaliplatin in the third-line treatment. The overall response rate (ORR) and disease control rate (DCR) reached 8.6% (8/93) and 61.3% (57/93), respectively. The median progression free survival (mPFS) and median overall survival (mOS) were 4.9 months and 13.0 months, respectively. The most common adverse events were leukopenia (34.7%) and neutropenia (34.7%), followed by gastrointestinal adverse reactions such as nausea (32.6%) and vomiting (31.6%). Grade 3-4 adverse events were mostly hematological toxicity. Cox multivariate analysis showed that gender (HR=1.609, 95% CI: 1.016-2.548) and the PFS of front-line treatments (HR=0.598, 95% CI: 0.378-0.947) were independent prognostic factors. Conclusion: The results suggested that it is safe and effective for mCRC patients to choose third-line chemotherapy re-challenge, especially for patients with a PFS of more than one year in front-line treatments.
Humans
;
Irinotecan/therapeutic use*
;
Oxaliplatin/therapeutic use*
;
Colorectal Neoplasms/pathology*
;
Retrospective Studies
;
Fluorouracil
;
Colonic Neoplasms/chemically induced*
;
Rectal Neoplasms/drug therapy*
;
Antineoplastic Combined Chemotherapy Protocols/adverse effects*
;
Camptothecin/adverse effects*
10.The efficacy of chemotherapy re-challenge in third-line setting for metastatic colorectal cancer patients: a real-world study.
Jing Jing DUAN ; Tao NING ; Ming BAI ; Le ZHANG ; Hong Li LI ; Rui LIU ; Shao Hua GE ; Xia WANG ; Yu Chong YANG ; Zhi JI ; Fei Xue WANG ; Yan Sha SUN ; Yi BA ; Ting DENG
Chinese Journal of Oncology 2023;45(11):967-972
Objective: To explore the efficacy of chemotherapy re-challenge in the third-line setting for patients with metastatic colorectal cancer (mCRC) in the real world. Methods: The clinicopathological data, treatment information, recent treatment efficacy, adverse events and survival data of mCRC patients who had disease progression after treatment with oxaliplatin-based and/or irinotecan-based chemotherapy and received third-line chemotherapy re-challenge from January 2013 to December 2020 at Tianjin Medical University Cancer Institute and Hospital were retrospectively collected. Survival curves were plotted with the Kaplan-Meier method, and the Cox proportional hazard model was used to analyze the prognostic factors. Results: A total of 95 mCRC patients were included. Among them, 32 patients (33.7%) received chemotherapy alone and 63 patients (66.3%) received chemotherapy combined with targeted drugs. Eighty-three patients were treated with dual-drug chemotherapy (87.4%), including oxaliplatin re-challenge in 35 patients and irinotecan re-challenge in 48 patients. The remaining 12 patients were treated with triplet chemotherapy regimens (12.6%). Among them, as 5 patients had sequential application of oxaliplatin and irinotecan in front-line treatments, their third-line therapy re-challenged both oxaliplatin and irinotecan; 7 patients only had oxaliplatin prescription before, and these patients re-challenged oxaliplatin in the third-line treatment. The overall response rate (ORR) and disease control rate (DCR) reached 8.6% (8/93) and 61.3% (57/93), respectively. The median progression free survival (mPFS) and median overall survival (mOS) were 4.9 months and 13.0 months, respectively. The most common adverse events were leukopenia (34.7%) and neutropenia (34.7%), followed by gastrointestinal adverse reactions such as nausea (32.6%) and vomiting (31.6%). Grade 3-4 adverse events were mostly hematological toxicity. Cox multivariate analysis showed that gender (HR=1.609, 95% CI: 1.016-2.548) and the PFS of front-line treatments (HR=0.598, 95% CI: 0.378-0.947) were independent prognostic factors. Conclusion: The results suggested that it is safe and effective for mCRC patients to choose third-line chemotherapy re-challenge, especially for patients with a PFS of more than one year in front-line treatments.
Humans
;
Irinotecan/therapeutic use*
;
Oxaliplatin/therapeutic use*
;
Colorectal Neoplasms/pathology*
;
Retrospective Studies
;
Fluorouracil
;
Colonic Neoplasms/chemically induced*
;
Rectal Neoplasms/drug therapy*
;
Antineoplastic Combined Chemotherapy Protocols/adverse effects*
;
Camptothecin/adverse effects*

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