1.YOLOv8m-segmentation for detecting cervical burnout and caries in bitewing radiographs:A deep learning approach
Mohd Isyrafuddin Bin ISMAIL ; Nooritawati Md TAHIR ; Wan Syahirah Binti W. SAMSUDIN ; Mas Suryalis AHMAD ; Nashuha OMAR ; Mohd Yusmiaidil Putera Mohd YUSOF
Imaging Science in Dentistry 2026;56(1):26-35
Purpose:
This study evaluated the performance of the YOLOv8m-seg model in detecting and delineating interproximal caries and cervical burnout on bitewing radiographs and examined whether increasing the number of training epochs improved segmentation accuracy and consistency.
Materials and Methods:
In total, 1,410 bitewing radiographs were annotated using polygon-based masks by a trained dental clinician. The YOLOv8m-seg model was trained for 50, 100, and 150 epochs on 1,128 images and validated on 282 images using the Ultralytics segmentation framework. Model performance was assessed using precision, recall, and mean average precision at intersection-over-union thresholds of 0.5 and 0.5 to 0.95 (mAP0.5, mAP0.5-0.95) for both bounding box and mask outputs. Additional evaluation was conducted on a non-augmented validation subset.
Results:
Extended training duration was associated with improved segmentation performance. The highest mask mAP0.5-0.95 value was 0.828 at epoch 150. Both box-based precision and recall increased with longer training, whereas mask-based evaluation more accurately reflected the model’s ability to delineate the boundaries of caries and cervical burnout. Performance appeared consistent across both classes in the augmented validation split but was reduced in the non-augmented validation subset.
Conclusion
The YOLOv8m-seg model demonstrated high diagnostic accuracy in distinguishing proximal caries from cervical burnout on bitewing radiographs. Its mask-based outputs may assist clinicians in early lesion recognition and support improved diagnostic decision-making. Future studies should evaluate model generalizability across broader populations and diverse clinical environments and should prioritize assessment using non-augmented validation sets and independent test datasets.
2.Gray-Market Peptides, Grave Consequences: Saddle Pulmonary Embolism and Diabetic Ketoacidosis from Unsupervised Retatrutide, AOD-9604, and Tesamorelin
Wan Zulhafizaini Bin Wan Jusoh ; Md Syazwan Bin Md Amin
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):62-
Introduction:
The growing popularity of glucagon-like peptide-1
receptor agonists (GLP-1 RAs) for weight management
has inadvertently perpetuated demand for unregulated
experimental peptides procured through gray markets.
Retatrutide, a novel triple GLP-1/glucose-dependent
insulinotropic polypeptide (GIP)/glucagon receptor agonist
undergoing Phase III trials; AOD -9604, an abandoned
synthetic human growth hormone fragment; and
tesamorelin, a synthetic GHRH analogue, are increasingly
self-administered without medical supervision. Their
combined metabolic and thromboembolic risks remain
unknown and unreported.
Case:
A 50-year-old Malaysian female with morbid obesity and
poorly controlled type 2 diabetes mellitus (hemoglobin
A1c 13%) presented with acute dyspnea, chest tightness,
syncope, and cardiogenic shock. Three weeks prior, she
had self-initiated subcutaneous retatrutide, AOD-9604, and
tesamorelin procured through unregulated online platforms,
achieving rapid weight loss of 10 kg. Despite markedly
reduced oral intake from GLP-1-mediated gastrointestinal
side effects, she continued her prescribed high-dose
insulin regimen and sodium-glucose cotransporter-2
(SGLT2) inhibitor without dose adjustment. She developed
concurrent diabetic ketoacidosis, confirmed biochemically,
alongside massive saddle pulmonary embolism with right
ventricular strain on echocardiography and computed
tomography pulmonary angiography. She was successfully
treated with systemic thrombolysis using alteplase,
guideline-directed diabetic ketoacidosis management
including fixed-rate insulin infusion and fluid resuscitation,
and anticoagulation. The SGLT2 inhibitor was withheld
throughout admission. She was discharged on rivaroxaban
with counseling to cease all unregulated compounds. All
three agents were submitted to the National Pharmaceutical
Regulatory Authority/Malaysian Adverse Drug Reactions
Advisory Committee for adverse drug reaction reporting.
Conclusion
To our knowledge, this is the first reported case of
concurrent massive pulmonary embolism and diabetic
ketoacidosis precipitated by unsupervised gray-market
retatrutide, AOD-9604, and tesamorelin. Clinicians should
enquire about unregistered supplement use, counsel
insulin-dependent patients on sick-day rules when appetitesuppressing agents are initiated, and report adverse events
to pharmacovigilance authorities.
AOD 9604
;
tesamorelin
;
Diabetic Ketoacidosis
;
Pulmonary Embolism
;
Peptides
3.Molecular characteristics of the HA genes of H9N2 subtype avian influenza viruses originating from wild birds in wetlands in Fujian
Zhen CHEN ; Chun-hua ZHU ; Cui-teng CHEN ; Bin-qiong LIU ; Guo-zhang CAI ; Chun-he WAN ; Yu HUANG ; Shao-hua SHI
Chinese Journal of Zoonoses 2025;41(3):227-234
This study was aimed at evaluating the characteristics of H9N2 subtype avian influenza viruses(AIVs)origina-ting from wild birds in major wetlands in Fujian.Five H9N2 subtype AIVs isolated from fecal samples from wild birds in wet-lands of the Minjiang River,Jiulong River,Sandu Bay,Xinghua Bay,and Quanzhou Bay in Fujian were sequenced.Sequence a-nalysis of the HA genes of the five H9N2 subtype AIVs indicated that the five isolates shared 89.8%-99.4%nucleotide se-quence identity.All five isolates belonged to the same h9.4.2.5c evolutionary branch.The cleavage site motifs of HA were all PSRSSR ↓ GLF,thus indicating molecular characteristics of AIVs with low pathogenicity.The HA proteins of the viruses orig-inating from wild birds bore eight identical potential glycosylation sites,among which the glycosylation site at position 313 was located near the HA protein cleavage site.The 226th amino acid of HA in the receptor binding site was leucine in each virus,thus indicating that HAs of the five H9N2 subtype AIVs had mammalian sialic acid α-2,6 receptor binding affinity.In conclu-sion,the five H9N2 subtype AIVs originating from wild birds in Fujian had low pathogenicity,and the HAs had mammalian sialic acid α-2,6 receptor binding affinity.
4.Analysis of implementation of GB 8369.1-2019 Transfusion sets for single use—Part 1:Gravity feed
Hong-jian CHEN ; Wen-bo LU ; Min WAN ; Yu-xin BI ; Li HOU ; Bin LIU
Chinese Medical Equipment Journal 2025;46(9):70-74
Questionnaire survey and symposium were carried out on the implementation of GB 8369.1-2019 Transfusion sets for single use—Part 1:Gravity feed,and then analyses were performed on its implementation by relative enterprises,inspection and testing organizations and regulatory authorities,applicability,coordination and implementation constraints accordingly.Some suggestions were put forward,and it was of great significance for comprehensively grasping the overall situation,efficacy and problems of the standard implementation,promoting the updating and upgrading of the standard and facilitating the implementation of compulsory standards.[Chinese Medical Equipment Journal,2025,46(9):70-74]
5.Comparison of clinical efficacy of local anesthetic Lichtenstein, modified Kugel and general anesthetic transabdominal preperitoneal hemioplasty in the treatment of unilateral primary inguinal hernia in elderly patients
Baoyu LI ; Bin LIU ; Fangxin WAN ; Minghao CHEN ; Haocheng ZHANG ; Yankui LI
Chinese Journal of General Surgery 2025;40(11):879-882
Objective:To compare the curative effect of local anesthesia Lichtenstein, modified Kugel and general anesthetic transabdominal preperitoneal(TAPP) hemioplasty in the treatment of primary unilateral inguinal hernia in elderly patients.Methods:Six hundred and twenty-one patients with unilateral primary inguinal hernia admitted at Second Hospital of Tianjin Medical University from January 2021 to December 2023 were randomly divided into 3 groups before operation: Lichtenstein group, Modified-Kugel group, TAPP group,207 patients in each group. The clinical data were compared.Results:The average operation time of the Lichtenstein and modified Kugel hernia repair groups was significantly shorter than that of TAPP group ( P<0.01), and the hospitalization cost was also significantly lower than that of TAPP group. The postoperative pain score, time spent in the ground and hospital stay in TAPP group were significantly lower than those in Lichtenstein and modified Kugel groups ( P<0.05). There were no serious complications in the 3 groups. Conclusions:Three kinds of hernia repair are all safe and effective in the treatment of elderly patients with unilateral primary inguinal hernia. TAPP has lighter postoperative pain and quicker recovery. Lichtenstein and Modified-Kugel hernia repair under local anesthesia are suitable for those who cannot tolerate general anesthesia.
6.The relationship between anxiety status and progestogen level in perimenopausal women and their effects on the pathogenesis of uterine fibroid
Bin WAN ; Jing CHEN ; Caihong XU ; Ge LI
Tumor 2025;45(3):232-242
Objective:To explore the relationship between anxiety status and progestogen level in perimenopausal women and their effects on the pathogenesis of uterine fibroid.Methods:A total of 376 perimenopausal women who visited the Department of Gynecology and Neurology of Nanjing Tongren Hospital affiliated School of Medicine of Southeast University from August 2019 to July 2023 were selected as the study subjects.Based on the and divided into two groups according to the Self-Rating Anxiety Scale(SAS),they were divided into a non-anxiety group(n=202,SAS score<50)and an anxiety group(n=174,SAS score≥50).Additionally,according to the presence or absence of uterine fibroids,they were categorized into a non-uterine fibroid group(n=225)and a uterine fibroid group(n=151).The t test or x2 test was used to compare general demographic and clinical data between the non-uterine fibroid group and the uterine fibroid group.Multivariate logistic regression analysis was used to analyze the correlation between anxiety status,progesterone level,and uterine fibroid risk in perimenopausal women.The bootstrap method was used to analyze whether progesterone level mediate the relationship between anxiety status and uterine fibroid risk.Results:Comparison of baseline data between the non-uterine fibroid group and the uterine fibroid group showed that previous caesarean section,number of abortions,hemoglobin level,neutrophil count,lymphocyte count,and neutrophil-to-lymphocyte ratio(NLR)were not associated with the incidence of uterine fibroid(all P>0.05).In contrast,menstrual period,menstrual cycle,progesterone level,and SAS score were significantly associated with the incidence of uterine fibroid(all P<0.05).Analysis of the effects of different clinical features on the risk of uterine fibroid showed that age,chronic diseases history,and dysmenorrhea history were all significantly associated with the incidence of uterine fibroid in perimenopausal women(all P<0.05).Further,univariate logistic regression analysis showed that age≥55 years,chronic diseases,and dysmenorrhea were significant risk factors for uterine fibroid in perimenopausal women(all P<0.05).These seven significant risk factors(menstrual period,menstrual cycle,progesterone level,SAS score,age,chronic disease history,and dysmenorrhea history)were included in a multivariate logistic regression analysis,which identified SAS score and progesterone level as independent risk factors for uterine fibroid in perimenopausal women.Specifically,SAS score was positively correlated with uterine fibroid risk,while progesterone level was negatively correlated with the risk.Restriction cubic spline analysis showed a nonlinear quantitative response relationship between continuously changing progesterone level and the risk of uterine fibroid(x2=12.315,P<0.001),when progesterone level was≤2.00 ng/mL,the risk of uterine fibroid decreased with the increase of progesterone level(HR=1.014,95%CI:1.006-1.012,P<0.001),and when progesterone level was>2.00 ng/mL,the risk of uterine fibroid stabilized with further increases in progesterone level(HR=1.003,95%CI:0.998-1.002,P=0.001).After further adjusting for a variety of related confounding factors affecting the incidence of uterine fibroid in perimenopausal women,it was found that SAS score was an independent risk factor for predicting the incidence of uterine fibroid in perimenopausal women.Mediation effect analysis revealed that SAS score had a direct effect on the incidence of uterine fibroid(β1=0.202,95%CI:0.124-0.216),and progesterone level partially mediated the effect of SAS score on uterine fibroid risk(β2=0.196,95%CI:0.152-0.207).The total effect value was βtotal=0.398,and the mediating effect accounted for 49.25%of the total effect.Conclusion:There was an independent correlation between anxiety status and progestogen level in perimenopausal women,anxiety status was a risk factor for the development of uterine fibroids,while progestogen levelwas a protective factor.
7.Guideline for Adult Weight Management in China
Weiqing WANG ; Qin WAN ; Jianhua MA ; Guang WANG ; Yufan WANG ; Guixia WANG ; Yongquan SHI ; Tingjun YE ; Xiaoguang SHI ; Jian KUANG ; Bo FENG ; Xiuyan FENG ; Guang NING ; Yiming MU ; Hongyu KUANG ; Xiaoping XING ; Chunli PIAO ; Xingbo CHENG ; Zhifeng CHENG ; Yufang BI ; Yan BI ; Wenshan LYU ; Dalong ZHU ; Cuiyan ZHU ; Wei ZHU ; Fei HUA ; Fei XIANG ; Shuang YAN ; Zilin SUN ; Yadong SUN ; Liqin SUN ; Luying SUN ; Li YAN ; Yanbing LI ; Hong LI ; Shu LI ; Ling LI ; Yiming LI ; Chenzhong LI ; Hua YANG ; Jinkui YANG ; Ling YANG ; Ying YANG ; Tao YANG ; Xiao YANG ; Xinhua XIAO ; Dan WU ; Jinsong KUANG ; Lanjie HE ; Wei GU ; Jie SHEN ; Yongfeng SONG ; Qiao ZHANG ; Hong ZHANG ; Yuwei ZHANG ; Junqing ZHANG ; Xianfeng ZHANG ; Miao ZHANG ; Yifei ZHANG ; Yingli LU ; Hong CHEN ; Li CHEN ; Bing CHEN ; Shihong CHEN ; Guiyan CHEN ; Haibing CHEN ; Lei CHEN ; Yanyan CHEN ; Genben CHEN ; Yikun ZHOU ; Xianghai ZHOU ; Qiang ZHOU ; Jiaqiang ZHOU ; Hongting ZHENG ; Zhongyan SHAN ; Jiajun ZHAO ; Dong ZHAO ; Ji HU ; Jiang HU ; Xinguo HOU ; Bimin SHI ; Tianpei HONG ; Mingxia YUAN ; Weibo XIA ; Xuejiang GU ; Yong XU ; Shuguang PANG ; Tianshu GAO ; Zuhua GAO ; Xiaohui GUO ; Hongyi CAO ; Mingfeng CAO ; Xiaopei CAO ; Jing MA ; Bin LU ; Zhen LIANG ; Jun LIANG ; Min LONG ; Yongde PENG ; Jin LU ; Hongyun LU ; Yan LU ; Chunping ZENG ; Binhong WEN ; Xueyong LOU ; Qingbo GUAN ; Lin LIAO ; Xin LIAO ; Ping XIONG ; Yaoming XUE
Chinese Journal of Endocrinology and Metabolism 2025;41(11):891-907
Body weight abnormalities, including overweight, obesity, and underweight, have become a dual public health challenge in Chinese adults: overweight and obesity lead to a variety of chronic complications, while underweight increases the risks of malnutrition, sarcopenia, and organ dysfunction. To systematically address these issues, multidisciplinary experts in endocrinology, sports science, nutrition, and psychiatry from various regions have held multiple weight management seminars. Based on the latest epidemiological data and clinical evidence, they expanded the guideline to include assessment and intervention strategies for underweight, in addition to the core content of obesity management. This guideline outlines the etiological mechanisms, evaluation methods, and multidimensional management strategies for overweight and obesity, covering key areas such as diagnosis and assessment, medical nutrition therapy, exercise prescription, pharmacological intervention, and psychological support. It is intended to provide a scientific and standardized approach to weight management across the adult population, aiming to curb the rising prevalence of obesity, mitigate complications associated with abnormal body weight, and improve nutritional status and overall quality of life.
8.Building of an intelligent DRG grouping audit system in a hospital
Juan ZHANG ; Yang PU ; Wen LIU ; Yingpeng WANG ; Lianhua KONG ; Yaxin HUANG ; Bin WAN ; Haixia DING
Chinese Journal of Hospital Administration 2025;41(8):614-618
Diagnosis-related groups (DRG) payment is an important component of deepening the reform of medical insurance payment methods. In June 2023, a tertiary hospital launched an intelligent DRG grouping audit system to enhance grouping accuracy. By establishing a multi departmental collaborative organizational structure, building a standardized knowledge base and a rule base covering five categories (diagnosis, fees, testing, nursing, and pathology), and integrating electronic medical records, medical orders, testing, and imaging data throughout the entire diagnosis and treatment process, the intelligent DRG grouping audit system with data collection, identification, extraction, comparison, and output modules was constructed to achieve intelligent audit. At the same time, it was formed a closed-loop management system for pre reporting quality control, in-process group entry control, and post data analysis and assessment, which would prevent the risk of differentiated behaviors such as high coding and high sets, and ensure the reasonable use of medical insurance funds. By January 2024, the system had covered 89 ADRG groups, and improved the efficiency and quality of DRG grouping audit. Compared with February to May 2023, the monthly average rejection rate of medical records on the first page decreased by 9.4% after the system was put into operation (June to December 2023), and core medical indicators such as the number of DRG groups, medical insurance settlement cases, and time consumption index continued to improve. The practical experience could provide reference and inspiration for other hospitals in China.
9.Deciphering the Role of VIM, STX8, and MIF in Pneumoconiosis Susceptibility: A Mendelian Randomization Analysis of the Lung-Gut Axis and Multi-Omics Insights from European and East Asian Populations.
Chen Wei ZHANG ; Bin Bin WAN ; Yu Kai ZHANG ; Tao XIONG ; Yi Shan LI ; Xue Sen SU ; Gang LIU ; Yang Yang WEI ; Yuan Yuan SUN ; Jing Fen ZHANG ; Xiao YU ; Yi Wei SHI
Biomedical and Environmental Sciences 2025;38(10):1270-1286
OBJECTIVE:
Pneumoconiosis, a lung disease caused by irreversible fibrosis, represents a significant public health burden. This study investigates the causal relationships between gut microbiota, gene methylation, gene expression, protein levels, and pneumoconiosis using a multi-omics approach and Mendelian randomization (MR).
METHODS:
We analyzed gut microbiota data from MiBioGen and Esteban et al. to assess their potential causal effects on pneumoconiosis subtypes (asbestosis, silicosis, and inorganic pneumoconiosis) using conventional and summary-data-based MR (SMR). Gene methylation and expression data from Genotype-Tissue Expression and eQTLGen, along with protein level data from deCODE and UK Biobank Pharma Proteomics Project, were examined in relation to pneumoconiosis data from FinnGen. To validate our findings, we assessed self-measured gut flora from a pneumoconiosis cohort and performed fine mapping, drug prediction, molecular docking, and Phenome-Wide Association Studies to explore relevant phenotypes of key genes.
RESULTS:
Three core gut microorganisms were identified: Romboutsia ( OR = 0.249) as a protective factor against silicosis, Pasteurellaceae ( OR = 3.207) and Haemophilus parainfluenzae ( OR = 2.343) as risk factors for inorganic pneumoconiosis. Additionally, mapping and quantitative trait loci analyses revealed that the genes VIM, STX8, and MIF were significantly associated with pneumoconiosis risk.
CONCLUSIONS
This multi-omics study highlights the associations between gut microbiota and key genes ( VIM, STX8, MIF) with pneumoconiosis, offering insights into potential therapeutic targets and personalized treatment strategies.
Humans
;
Male
;
East Asian People/genetics*
;
Europe
;
Gastrointestinal Microbiome
;
Lung
;
Macrophage Migration-Inhibitory Factors/metabolism*
;
Mendelian Randomization Analysis
;
Multiomics
;
Pneumoconiosis/microbiology*
;
Intramolecular Oxidoreductases
10.Comparison of setup errors between two postural fixation methods in radiotherapy for breast cancer
Fukui HUAN ; Yu ZHAO ; Chao LIU ; Gengqiang ZHU ; Ruiao ZHAO ; Yongtai ZHENG ; Yandong GE ; Bao WAN ; Bin LIANG
Chongqing Medicine 2025;54(4):921-925
Objective To compare the positioning errors and the motion of acromioclavicular joint in breast cancer patients with integrated cervicothoracic thermoplastic membrane and breast bracket fixation,and to provide reference for accurate irradiation of upper and lower clavicular region.Methods Sixty-three pa-tients with breast cancer who were treated in the radiotherapy center of the hospital from November 1,2021 to August 9,2023 were selected as the study objects,and were divided into the integrated cervicothoracic thermo-plastic membrane group(n=32)and breast bracket group(n=31)according to different positioning meth-ods.The translation errors of left and right direction(X),head and foot direction(Y)and ventral and dorsal direction(Z)and the rotation errors of sagittal plane(Rx),cross section(Ry)and coronal plane(Rz)of the two groups were analyzed,and the movement amplitude and three-dimensional displacement of acromioclavic-ular joint were measured respectively.Results Compared with the breast bracket group,X translation errors[(0.18±0.14)cm vs.(0.15±0.12)cm]and Z translation errors[(0.19±0.14)cm vs.(0.16±0.14)cm]of the cervicothoracic thermoplastic memberane group were greater,Z translation error[(0.21±0.17)cm vs.(0.22±0.21)cm]and Rx rotation error of cervical and sternoclavicular joints[(0.93±0.87)° vs.(1.08±0.92)°]were smaller,Rz rotation error[(1.00±0.94)° vs.(0.95±0.86)°]was greater,and the motion ΔX of acromioclavicular joint[(0.18±0.15)cm vs.(0.25±0.21)cm]was smaller,the difference was statistically significant(P<0.05).Conclusion Integrated cervicothoracic thermoplastic membrane can be used as a solu-tion for prophylactic irradiation of breast cancer in the upper and lower clavicular region and for radiation leak-age in the presence of metastasis.


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