1.Slicing Angle Recognition of Fritillariae Thunbergii Bulbus Based on Improved YOLOv7-tiny Algorithm
Xingchen YUE ; Weifeng DU ; Shengli LU ; Guoyin KAI
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(11):183-191
ObjectiveTo realize the automatic recognition of the slicing angles of Fritillariae Thunbergii Bulbus (FTB) based on the improved YOLOv7-tiny algorithm. MethodFirstly, a diverse dataset of FTB images, totaling 16 000 pictures, with various angles was constructed. Furthermore, improvements were made to YOLOv7-tiny by replacing standard convolutions with ghost convolution (GhostConv), incorporating the coordinate attention (CA) mechanism as a preferred addition, substituting some activation functions with HardSwish function for decreasing the floating point operations. Additionally, a penalty term for angle recognition error was integrated into the loss function, and modifications were made to the non-maximum suppression (NMS) strategy to address cases where multiple detection results were associated with the same target. In order to verify the effectiveness of different improvement points on the optimization of the algorithm model, ablation experiments were carried out on all the improvement points, and the effectiveness of the improvement points was proved by comparing the prediction results before and after the addition of a certain improvement point on the basis of the original model or the model with the addition of an improvement point that has been verified to be effective, in order to evaluate the improvement of the indexes. ResultThe number of parameters required for the improved slicing angle recognition algorithm of FTB was about 55.4% of the original algorithm, and the amount of computation was about 59.4% of the original algorithm. The mAP@0.5[mean average precision at an intersection over union(IoU) of 0.5] increased by 12.2%, the mean absolute error(MAE) of the recognized angle was 5.02°, representing a reduction of 4.58° compared to the original algorithm. In the experimental environment of this paper, the average recognition time per image was as low as 8.7 ms, significantly faster than the average human reaction time. ConclusionThis study, by utilizing the improved YOLOv7-tiny algorithm, achieves effective slicing angle recognition of FTB with high accuracy and more lightweight, which provides a novel approach for stable and precise automated slicing of FTB, thereby providing valuable insights into the automation of processing other traditional Chinese medicines.
2.Characterization of Metabolic Reprogramming in Head and Neck Squamous Cell Carcinoma and Application Prospects for Targeted Therapy
Ruilin WANG ; Yuxiu MA ; Xuelin LIU ; Qi ZHANG ; Guoyin WANG ; Hongling LI
Cancer Research on Prevention and Treatment 2024;51(12):1046-1050
Head and neck squamous cell carcinoma (HNSCC) is the seventh most common malignant tumor in the world, with a 5-year survival rate of only about 50%. Thus, discovering more effective diagnostic and therapeutic approaches is an urgent need. The metabolic reprogramming of tumor cells is a key feature in the development of HNSCC, which widely exhibits alterations in glycolytic metabolism, lipid metabolism, and amino acid metabolism compared with normal cells. Metabolic reprogramming affects the energy supply and biosynthesis of tumor cells. It also participates in the regulation of the tumor microenvironment and promotes key biological processes such as proliferation, invasion, and metastasis of HNSCC. With the progressive understanding of the complexity of tumor biology, targeted-therapy strategies against metabolic reprogramming in HNSCC are emerging as a promising therapeutic approach. These metabolically targeted therapies have performed well in preclinical studies, but their clinical application requires further validation. In the future, we need to deeply explore the more complex features of metabolic reprogramming and its biological significance in HNSCC, with the aim of discovering more effective diagnostic and therapeutic targets, as well as providing new strategies to improve the prognosis of HNSCC patients.
3.Evaluation of curative effects of arthroscopic external tension band fixation in the treatment of greater tubercle fracture of the humerus
Dawei HAN ; Huitao LIU ; Qingguo ZHANG ; Guoyin ZHANG ; Hanlong XIN ; Yang YANG ; Xiaobo ZHOU ; Junbo LIANG
Chinese Journal of Trauma 2024;40(1):65-72
Objective:To compare the clinical outcomes of arthroscopic external tension band fixation versus open reduction and internal fixation in the treatment of greater tubercle fracture of the humerus.Methods:A retrospective cohort study was conducted on 55 patients with greater tubercle fracture of the humerus admitted to Taizhou Hospital of Zhejiang Province from September 2019 to June 2022, including 24 males and 31 females, aged 26-80 years [(61.7±10.5)years]. Out of them, 35 patients treated with open reduction and internal fixation (open reduction group), and 20 patients were treated with external anchor tension band under arthroscopy (arthroscopy group). The operation time, and the Visual Analogue Scale (VAS) score, American Shoulder and Elbow Surgeons (ASES) score, Constant-Murley score and shoulder active range of motion (anterior flexion, abduction and posterior extension) before operation, at 1 month after operation and at the last follow-up were compared between the two groups. Bone healing was observed in both groups at the last follow-up. Postoperative complications were compared between the two groups.Results:All the patients were followed up for 12-29 months [(16.9±4.0)months]. There was no significant difference in operation time between the two groups ( P>0.05). There were no significant differences in the VAS score, ASES score, Constant-Murley score and shoulder active range of motion between the two groups before operation ( P>0.05). The VAS score of the arthroscopy group was 3(2, 3)points at 1 month after operation, which was significantly lower than that of the open reduction group [4(3, 4) points] ( P<0.01). No significant difference was found in the VAS score at the last follow-up between the two groups ( P>0.05).The ASES scores of the arthroscopy group were (70.6±4.2)points and (90.2±3.7)points at 1 month after operation and at the last follow-up respectively, which were significantly higher than those of the open reduction group [(64.7±6.4)points and (87.5±4.9)points respectively] ( P<0.05 or 0.01). There was no significant difference in the Constant-Murley score between the arthroscopy group [(71.8±4.3)points] and the open reduction group [(70.9±5.3)points] at 1 month after operation ( P>0.05), while the Constant-Murley score of the arthroscopy group was (94.1±3.1)points at the last follow-up, which was significantly higher than that of the open reduction group [(89.2±4.7)points] ( P<0.01). At 1 month after operation and at the last follow-up, ranges of motion of the anterior flexion, abduction and posterior extension were (52.7±12.3)° and (140.0±16.9)°, (57.4±8.6)° and (125.0±14.3)°, and 16(15, 19)° and 25(20, 30)° in the arthroscopy group respectively, which were significantly higher than those in the open reduction group [(42.2±5.2)° and (110.9±14.0)°, (52.8±6.0)° and (103.7±11.7)°, and 10(10, 20)° and 16(15, 25)° respectively] ( P<0.05 or 0.01). At the last follow-up, it was found that bony union was achieved in both groups. There were no obvious complications such as incision infection or joint stiffnessin both groups. In the open reduction group, 2 patients had internal fixation failure within 1-3 months after operation but was treated with revision operation; 6 patients developed shoulder stiffness at 3-6 months after operation but had outpatient rehabilitation. The incidence rate of postoperative complications in the arthroscopy group [0%(0/20)] was significantly lower than that in the open reduction group [23%(8/35)] ( P<0.05). Conclusion:Compared with open reduction and internal fixation with plates and screws, arthroscopic external anchor tension band fixation in the treatment of greater tuberosity fracture of the humerus has the advantages of earlier pain relief, better shoulder functional improvement, better recovery of shoulder mobility, and fewer complications.
4.Progress in role of lncRNA as ceRNA in regulation of diabetic cardio-myopathy
Xuelin LIU ; Jianting DONG ; Ruilin WANG ; Qi ZHANG ; Guoyin WANG ; Qian ZHANG ; Yuemei ZHANG ; Yongqing CHEN
Chinese Journal of Pathophysiology 2024;40(10):1969-1974
Diabetic cardiomyopathy(DCM)is a unique myocardial disease caused by diabetes mellitus,which can increase the risk of heart failure and death,and is one of the main causes of death of diabetes mellitus patients worldwide.Although the research on the pathogenesis of DCM has made great progress,it has not yet been fully clarified.Many studies have shown that long noncoding RNAs(lncRNAs)can interact with microRNAs(miRNAs)as competitive endogenous RNAs(ceRNAs),participate in the regulation of gene expression,and then affect the development of DCM.This article gives an overview of lncRNAs and its biological functions as well as ceRNA hypothesis,and focuses on the role of lncRNAs as ceRNAs in regulating the occurrence and development of DCM.
5.Prevalence and genetic characteristics of Cryptosporidium infections among HIV-positive individuals in Jiangxi Province
Zhuhua HU ; Liang LU ; Yingfang YU ; Lin LI ; Wei WANG ; Guoyin FAN ; Changhua FENG ; Yangyun ZHENG ; Guohua PENG
Chinese Journal of Schistosomiasis Control 2024;36(6):637-642
Objective To investigate the prevalence of Cryptosporidium infection and the distribution of parasite species and genotypes among HIV-positive individuals in Jiangxi Province. Methods HIV-positive individuals' sociodemographic and clinical data were collected from three AIDS designated hospitals in Jiangxi Province from January 2022 to March 2023. Subjects' stool samples were collected, and genomic DNA was extracted from stool samples. Nested PCR assay was performed based on the small subunit ribosomal RNA (SSU rRNA) gene of Cryptosporidium, and Cryptosporidium gp60 gene was amplified in stool samples positive for the SSU rRNA gene. The second-round PCR amplification product was checked with 1.5% agarose gel electrophoresis, and the products of suspected positive amplifications were sequenced, followed by sequence alignment. The phylogenetic tree was created using the Neighbor-Joining method with the software MEGA 11.0, to characterize the species, genotypes and sub-genotypes of Cryptosporidium. Results A total of 382 HIV-positive individuals were enrolled, with two cases identified with Cryptosporidium infection (0.52% prevalence), and both cases had no abdominal pain or diarrhea. Following sequencing and sequence alignment, the gene sequences of these two Cryptosporidium isolates shared 99.76% and 99.88% similarity with the gene sequence of C. meleagridis isolates. Phylogenetic analysis based on the Cryptosporidium SSU rRNA gene sequence identified the species of these two Cryptosporidium-positive stool samples as C. meleagridis. Following nested PCR amplification of the Cryptosporidium gp60 gene, sequencing and sequence alignment, the two C. meleagridis isolates were characterized as III eA17G2R1 and III bA25G1R1a sub-genotypes, and the sub-genotype III bA25G1R1a was firstly described in humans. Conclusion The prevalence of Cryptosporidium is low among HIV-positive individuals in Jiangxi Province. The likelihood of Cryptosporidium infection cannot be neglected among HIV-positive individuals without diarrhea.
6.Prognostic Value of Serum LL37 and SSC5D Levels in Elderly Patients with Chronic Heart Failure
Guoyin AN ; Runxiang CHEN ; Jingjing WU ; Zhanling LIAO
Journal of Modern Laboratory Medicine 2024;39(5):80-84,91
Objective To investigate the expression and prognostic value of serum antimicrobial peptide LL37 and human soluble scavenger receptor cysteine-rich domain-containing protein(SSC5D)in elderly patients with chronic heart failure(CHF).Methods A total of 100 CHF patients admitted to Suzhou Kowloon Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from January 2017 to January 2022 were selected as the CHF group.According to the prognosis,these patients were divided into good group(n=60)and poor prognosis group(n=40).Another 100 healthy examinees were selected as the control group.Enzyme-linked immunosorbent assay was used to detect serum levels of LL37 and SSC5D.The differences in serum LL37 and SSC5D levels between CHF group and control group were compared.Spearman correlation analysis was used to analyze the correlation between serum LL37 and SSC5D.Kaplan-Meier survival curve was used to analyze the relationship between serum LL37 and SSC5D expression and the prognosis of CHF patients.COX regression analysis was used to analyze the factors affecting the prognosis of CHF patients.ROC curve was used to analyze the predictive value of serum LL37 and SSC5D for poor prognosis in elderly CHF patients.Result The levels of serum LL37(771.38±158.25 ng/ml)and SSC5D(15 789.35±1 306.25 pg/ml)in CHF group were higher than those in control group(526.23±115.58 ng/ml,8 938.72±858.29 pg/ml),and the differences were significant(t=12.510,43.830,all P<0.001).Spearman correlation analysis showed that there was a significant positive correlation between serum LL37 and SSC5D in CHF patients(r=0.629,P<0.001).The serum LL37 and SSC5D levels in CHF patients were positively correlated with NYHA cardiac function classification(r=0.776,0.751,all P<0.001).The survival rate of the high-level LL37 group was lower than that of the low-level LL37 group(38.18%vs 86.67%),and the difference was significant(Log rankx2=24.242,P<0.001).The survival rate of the high level SSC5D group was lower than that of the low level SSC5D group(37.74%vs 85.10%),and the difference was significant(Log rank x2=23.291,P<0.001).Compared with the good prognosis group,the poor prognosis group had a higher proportion of patients over 70 years old,proportion of patients with NYHA cardiac function class Ⅲ+Ⅳ,and serum LL37 and SSC5D levels,and the differences were significant(x2=10.774,4.118,t=4.723,14.059,all P<0.05).Multivariate COX analysis showed that age>70 years(OR=1.515,95%CI:1.224~1.858),NYHA cardiac function class Ⅲ+Ⅳ(OR=1.236,95%CI:1.198~1.963),high level of LL37(OR=1.705,95%CI:1.163~2.582)and high level of SSC5D(OR=1.591,95%C1:1.052~1.916)were independent risk factors for the prognosis of CHF patients.ROC curve analysis showed that the area under the curve of serum LL37 combined with SSC5D for predicting poor prognosis of CHF in the elderly was larger than that of serum LL37 and SSC5D alone,and the differences were significant(Z=2.834,2.168,P=0.005,0.030).Conclusion The serum LL37 and SSC5D levels are increased in patients with CHF,and both are risk factors for poor prognosis in patients with CHF,which can be used as clinical indicators to evaluate the prognosis of CHF.
7.Arthroscopic-assisted paired double-Endobutton through thin tenuous bone tunnel in the treatment of Rockwood type Ⅲ-Ⅴ acromioclavicular joint dislocation
Jianmin ZHANG ; Qi HU ; Liwei YING ; Yang YANG ; Dawei HAN ; Qingguo ZHANG ; Guoyin ZHANG ; Xiaobo ZHOU
Chinese Journal of Orthopaedics 2024;44(17):1159-1166
Objective:To analyse the clinical efficacy of arthroscopic double-bundle Endobutton fixation of the thin bone channel in the treatment of Rockwood type III-V acromioclavicular joint dislocation.Methods:A total of 34 patients with acromioclavicular joint dislocation, 24 males and 10 females, aged 50.9±11.0 years (range, 21-74 years), who underwent arthroscopic double-bundle Endobutton fixation of the thin bone channel at Zhejiang Province Taizhou Hospital, Wenzhou Medical University, from February 2015 to February 2022 were retrospectively analyzed. There were 24 cases on the left side and 10 cases on the right side. Causes of injury: 23 cases of car accident, 7 cases of fall, 4 cases of falling from height. Rockwood classification: Type III 17 cases, type IV 9 cases, type V 8 cases. The visual analogue scale (VAS), American Shoulder and Elbow Surgeons (ASES) score, Constant-Murley score, and joint range of motion were used to evaluate shoulder pain and functional improvement.Results:All patients successfully completed the operation and were followed up for an average of 16.6±2.8 months (range, 12-24 months). Postoperative VAS scores were significantly lower compared to preoperative scores ( F=199.408, P<0.001), with the final follow-up VAS score being 1.32±0.47, significantly lower than the preoperative score of 4.71±1.19 ( P<0.001). Postoperative ASES scores were significantly higher compared to preoperative scores ( F=335.838, P<0.001), with the final follow-up ASES score being 88.85±6.41, significantly higher than the preoperative score of 34.76±5.79 ( P<0.001). The Constant-Murley scores of 3 months, 6 months after operation and the last follow-up were 77.79±5.34, 87.40±5.19 and 88.17±4.40, respectively, which were higher than that before operation 37.41±6.52, and the difference was statistically significant ( P<0.05). At the final follow-up, shoulder flexion, adduction, and abduction were 172.9°±6.4°, 59.2°±6.2°, and 59.3°±5.9°, respectively. The coracoclavicular distance was 1.76±0.42 mm, 0.84±0.19 mm, and 0.87±0.18 mm before operation, 3 months after operation, and at the last follow-up, respectively, and the difference was statistically significant ( F=101.160, P<0.001). Whereas, 3 months postoperative and the final follow-up were smaller than the preoperative ones, and the difference was statistically significant ( P<0.05). All incisions healed in one stage, and there was no vascular or nerve injury, internal fixation infection, coracoid process or clavicle bone tunnel fracture, or internal fixation loosening or breakage. Conclusion:Arthroscopic double-bundle Endobutton fixation with thin bone channel for the treatment of Rockwood type III-V acromioclavicular joint dislocation can improve shoulder function and reduce pain, with high surgical safety.
8.Research on the contamination, drug resistance and molecular typing of Vibrio parahaemolyticus isolated from aquatic products in Nanchang City market
LONG Yongyan ; LONG Hui ; FAN Guoyin ; XUE Lin ; SHUAI Shufen ; WANG Wei ; WU Kai
China Tropical Medicine 2023;23(9):936-
Abstract: Objective To understand the contamination status, drug resistance, virulence gene carrying status, and molecular typing characteristics of Vibrio parahaemolyticus (VP) in aquatic products sold in Nanchang City. Methods A total of 170 commercial crayfishes, freshwater fish frogs and related smears samples were collected from various farmers' markets in Nanchang from March to September 2021. The strains of V. parahaemolyticus were detected and isolated from the samples. Antibiotic resistance test, virulence gene test, and pulsed-field gel electrophoresis (PFGE) molecular typing analysis were carried out. Results Among the collected samples, V.parahaemolyticus was only isolated from crayfish and crayfish smear samples, with a total of 35 strains of VP isolated. No V.parahaemolyticus strain was isolated from other freshwater fish, frogs, and their smear samples. Among the 17 common antibiotics tested, only two trains showed resistance to ampicillin, and one strain to streptomycin, , and all were sensitive to other antibiotics; all 35 strains of V. parahaemolyticus carried the gene, but only one strain carried the heat-resistant related hemolysin gene trh, and no direct heat-resistant hemolysin gene tdh positive strain was found; PFGE pattern clustering showed that there was no strain with the same PFGE pattern, and there was no obvious dominant cluster among these strains, and their genetic relationship was relatively distant. Conclusions The contamination of V. parahaemolyticus in small and medium-sized crayfish sold in the market in Nanchang City is relatively serious. The V. parahaemolyticus isolates in these polluted crayfish generally do not carry key virulence genes such as tdh, are sensitive to common antibiotics, and only have low-level resistance to ampicillin and streptomycin. PFGE pattern clustering showed that V. parahaemolyticus does not have no obvious dominant cluster, and these strains have rich genetic diversity, indicating that they may have different sources.
9.Predictive value of nomogram model based on PNI, SII and CAR for abdominal infection after liver transplantation
Wenting LUO ; Li CAO ; Dezhen LYU ; Guoyin LIU
Organ Transplantation 2022;13(4):503-
Objective To investigate the risk factors of abdominal infection after orthotopic liver transplantation. Methods Clinical data of 284 recipients undergoing orthotopic liver transplantation were retrospectively analyzed. All recipients were divided into the infection group (
10.Influence of SLC16A Family on Clinical Features and Biological Behaviours of Lung Adenocarcinoma and Squamous Cell Carcinoma
Jing YUE ; Jing KANG ; Guoyin LI
Cancer Research on Prevention and Treatment 2022;49(1):24-31
Objective To explore the relation between SLC16A family and clinical characteristics, biological behavior of lung adenocarcinoma (LUAD) and lung squamous cell carcinoma (LUSC). Methods The expression of 14 members of the SLC16A family in LUAD tissues, LUSC tissues and normal tissues in TCGA database was analyzed by Wilcoxon signed rank sum test. Cox regression was used to evaluate the relation between the family and overall survival, progression-free survival of LUAD and LUSC patients. Logistic regression was used to evaluate the relation between the family and TNM, clinical stage of LUAD and LUSC patients. Principal component analysis was used to establish a Score-SLC16As that comprehensively reflected the family in LUAD and LUSC. ROC, Log rank analysis and univariate and multivariate Cox regression analyses were applied to evaluate the diagnostic effect and survival prediction function of Score-SLC16As on LUAD and LUSC respectively. GSEA was used to evaluate the biological significance of Score-SLC16As and CIBERSORT/Immune checkpoint clusters were used to assess the immune status of Score-SLC16As in LUAD and LUSC. Results In LUAD and LUSC, most members of SLC16A family were differentially expressed and significantly correlated with survival prognosis. Score-SLC16As can clearly diagnose LUAD and LUSC, significantly predict survival prognosis, and can be used as an independent risk factor. Score-SLC16As is a risk factor for LUAD but a protective factor for LUSC. Score-SLC16As is closely related to tumor proliferation pathways and immune escape. Conclusion The SLC16A family is closely related to the clinical features and malignant biological behaviors of LUAD and LUSC.

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