Objective To investigate the prevalence of thyroid nodules in the physical examination population in Mianyang region and analyze its association with metabolic syndrome. Methods A retrospective study was conducted on 9 978 individuals who underwent health examinations at our hospital from January 2024 to May 2025. Thyroid examinations were performed using color Doppler ultrasound to analyze the prevalence of thyroid nodules in this population. Clinical data of all subjects were collected, and logistic regression analysis was employed to assess the association between metabolic syndrome and the risk of thyroid nodule development. Results The prevalence of thyroid nodules in the physical examination population of Mianyang region was 17.98% (1 794/9 978). The logistic regression results showed that after adjusting for gender, age, BMI, occupation, consumption of non-iodized salt, staying up late, daily sleep duration, anxiety, and depression, metabolic syndrome (OR=6.593, 95% CI: 3.961-10.975) was associated with thyroid nodules (P<0.05). Conclusion The prevalence of thyroid nodules among the physical examination population in the Mianyang area is 17.98%, and metabolic syndrome remains associated with the risk of thyroid nodules after effectively controlling for confounding factors.

Objective To propose a classification model based on a pseudo-bag strategy and feature adjustment for whole slide imaging in pathology.Methods A pseudo-bag generator was constructed to divide a parent bag into 3 pseudo-bags for increasing the number of training bags.Then,a pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention and a selective feature fusion method were employed to process the pseudo-bags.Specifically,the pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention reduced computational complexity through an improved multi-head self-attention mechanism while deeply extracting instance features to obtain pseudo-bag classification predictions,thereby enhancing pseudo-bag classification accuracy;and the selective feature fusion method refined pseudo-bag features by filtering and extracting relevant instances.Finally,the model adjusted bag features by extracting confounding factors to avoid interference from irrelevant information and further improve classification accuracy.Results The proposed model was evaluated on two datasets(CAMELYON-16 and TCGA-NSCLC)and compared with 10 other methods,and the results demonstrated that the proposed model achieved the best performance.The proposed method reached an accuracy of 0.943 on the CAMELYON-16 dataset and 0.906 on the TCGA-NSCLC dataset.Conclusion The proposed model can significantly improve the accuracy of whole-slide pathological image classification by effectively mitigating the overfitting and avoiding interference from irrelevant information.

Objective:To analyze the incidence of adverse treatment outcome of rifampicin-resistant tuberculosis (RR-TB) patients and influencing factors in 9 provinces in China.Methods:The information about the basic characteristics, diagnosis and treatment of RR-TB patients registered from January 1, 2017 to December 31, 2021 in 9 provinces (Beijing, Jilin, Shanghai, Jiangsu, Zhejiang, Hubei, Henan, Yunnan and Guizhou) were collected from the tuberculosis information management sub-system of China Disease Control and Prevention Information System for a descriptive analysis, and the influencing factors of adverse treatment outcome were identified by binary logistic regression analysis.Results:In 18 204 RR-TB patients in this study a total of 6 852 had adverse treatment outcomes (37.64%). Treatment failure occurred in 1 031 patients, 1 272 patients died, 2 284 patients were lost to follow-up, and 2 265 patients were not evaluated. The results of multivariate logistic regression analysis showed that being man (a OR=1.54, 95% CI: 1.43-1.66), age ≥65 years (a OR=2.42, 95% CI: 2.20-2.67), being from other ethnic groups (a OR=1.18, 95% CI: 1.03-1.35), being farmer (a OR=1.22, 95% CI: 1.13-1.32), being retired with honours or being retired (a OR=1.16, 95% CI: 1.00-1.35) and being floating population (a OR=1.23, 95% CI: 1.13-1.34), re-treatment (a OR=1.33, 95% CI: 1.24-1.42), long-term treatment therapy (a OR=3.26, 95% CI: 2.52-4.23), living in central provinces (a OR=2.76, 95% CI: 2.55-2.99), living in western provinces (a OR=2.31, 95% CI: 2.08-2.57) were the influencing factors for adverse treatment outcome of RR-TB. Conclusions:The incidence of adverse outcomes in RR-TB patients in 9 provinces in China was higher from 2017 to 2021. There were many influencing factors associated with adverse treatment outcome in RR-TB patients, especially the area specific factors. The national tuberculosis control program should strengthen the follow-up and treatment management of RR-TB in men, the elderly, floating population, people in central and western provinces and other key groups, actively promote the short-term treatment program and improve the allocation of medical resources to reduce the influencing for adverse treatment outcomes in RR-TB patient.

Objective:To analyze the incidence of adverse treatment outcome of rifampicin-resistant tuberculosis (RR-TB) patients and influencing factors in 9 provinces in China.Methods:The information about the basic characteristics, diagnosis and treatment of RR-TB patients registered from January 1, 2017 to December 31, 2021 in 9 provinces (Beijing, Jilin, Shanghai, Jiangsu, Zhejiang, Hubei, Henan, Yunnan and Guizhou) were collected from the tuberculosis information management sub-system of China Disease Control and Prevention Information System for a descriptive analysis, and the influencing factors of adverse treatment outcome were identified by binary logistic regression analysis.Results:In 18 204 RR-TB patients in this study a total of 6 852 had adverse treatment outcomes (37.64%). Treatment failure occurred in 1 031 patients, 1 272 patients died, 2 284 patients were lost to follow-up, and 2 265 patients were not evaluated. The results of multivariate logistic regression analysis showed that being man (a OR=1.54, 95% CI: 1.43-1.66), age ≥65 years (a OR=2.42, 95% CI: 2.20-2.67), being from other ethnic groups (a OR=1.18, 95% CI: 1.03-1.35), being farmer (a OR=1.22, 95% CI: 1.13-1.32), being retired with honours or being retired (a OR=1.16, 95% CI: 1.00-1.35) and being floating population (a OR=1.23, 95% CI: 1.13-1.34), re-treatment (a OR=1.33, 95% CI: 1.24-1.42), long-term treatment therapy (a OR=3.26, 95% CI: 2.52-4.23), living in central provinces (a OR=2.76, 95% CI: 2.55-2.99), living in western provinces (a OR=2.31, 95% CI: 2.08-2.57) were the influencing factors for adverse treatment outcome of RR-TB. Conclusions:The incidence of adverse outcomes in RR-TB patients in 9 provinces in China was higher from 2017 to 2021. There were many influencing factors associated with adverse treatment outcome in RR-TB patients, especially the area specific factors. The national tuberculosis control program should strengthen the follow-up and treatment management of RR-TB in men, the elderly, floating population, people in central and western provinces and other key groups, actively promote the short-term treatment program and improve the allocation of medical resources to reduce the influencing for adverse treatment outcomes in RR-TB patient.

Objective To propose a classification model based on a pseudo-bag strategy and feature adjustment for whole slide imaging in pathology.Methods A pseudo-bag generator was constructed to divide a parent bag into 3 pseudo-bags for increasing the number of training bags.Then,a pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention and a selective feature fusion method were employed to process the pseudo-bags.Specifically,the pseudo-bag learning method based on Nystr?m-based algorithm for approximating self-attention reduced computational complexity through an improved multi-head self-attention mechanism while deeply extracting instance features to obtain pseudo-bag classification predictions,thereby enhancing pseudo-bag classification accuracy;and the selective feature fusion method refined pseudo-bag features by filtering and extracting relevant instances.Finally,the model adjusted bag features by extracting confounding factors to avoid interference from irrelevant information and further improve classification accuracy.Results The proposed model was evaluated on two datasets(CAMELYON-16 and TCGA-NSCLC)and compared with 10 other methods,and the results demonstrated that the proposed model achieved the best performance.The proposed method reached an accuracy of 0.943 on the CAMELYON-16 dataset and 0.906 on the TCGA-NSCLC dataset.Conclusion The proposed model can significantly improve the accuracy of whole-slide pathological image classification by effectively mitigating the overfitting and avoiding interference from irrelevant information.

Abstract：Objective To investigate the morphological features of the Pneumocystis jirovecii, in order to facilitate early detection and rapid diagnosis of this rare pathogen from a morphology point of view by laboratory technicians. By analyzing the laboratory features and application value of different pathogen detection methods in the diagnosis of Pneumocystis jirovecii pneumonia, we aim to provide the most reliable diagnostic basis for rapid diagnosis of Pneumocystis jirovecii pneumonia.Methods A retrospective analysis was conducted on the test results of bronchoalveolar lavage fluid samples from a comprehensive hospital in Zhangqiu District, Jinan City, Shandong Province, and a hospital in Changde City from April 2022 to October 2022. Five confirmed cases of Pneumocystis jirovecii pneumonia were detected. Its clinical manifestations, laboratory results, and morphological characteristics of pathogens under different stains were analyzed to discuss the advantages and disadvantages of different detection methods. Results Cytological examination of bronchoalveolar lavage fluid found the trophozoites and cysts of Pneumocystis jirovecii by Wright's-Giemsa staining in 4 cases (80%), and the cysts of Pneumocystis jirovecii by Silver hexamine staining in 4 cases (80%), while the metagenomic next-generation sequencing confirmed all the 5 positive results. All 5 patients had different degrees of reduction in the absolute count of peripheral blood lymphocytes, and the serum lactic dehydrogenase and (1-3)-β-D-Glucan were increased. Among the 5 patients in this study, 4 were treated with sulfamethoxazole combined with caspofungin, and 1 was treated with sulfamethoxazole. Three patients were cured and discharged from hospital after treatment, but two died. Conclusions The method of Wright's-Giemsa staining for the cytological examination of bronchoalveolar lavage fluid to find Pneumocystis jirovecii has the unique and irreplaceable advantages as silver staining. Metagenomic next-generation sequencing can further increase the positive detection rate of Pneumocystis jirovecii. The combination of cytological examination of bronchoalveolar lavage fluid with metagenomic nextgeneration sequencing is a powerful diagnostic method for rapid diagnosis of Pneumocystis jirovecii pneumonia, which can diagnose accurately and reduce missed diagnosis.

Objective:To evaluate the effect of botulinum neurotoxin A (BoNT/A) on prevention of chronic migraine (CM) in mice and explore the potential mechanism.Methods:Twenty-four male C57BL/6 mice were randomly divided into control group, nitroglycerin (NTG) group, and BoNT/A+NTG group ( n=8). Mice in the latter two groups were intraperitoneally injected with 10 mg/kg NTG on the 1 st, 3 rd, 5 th, 7 th and 9 th d of experiments to establish CM models. Mice in the BoNT/A+NTG group were injected with 0.18 U/100 μL BoNT/A one h before the first injection of NTG. Mice in the control group were injected with the same dose of normal saline. Basal mechanical withdrawal threshold (MWT) and evoked MWT 2 h after NTG in the facial and hindpaw regions on the 1 st, 3 rd, 5 th, 7 th and 9 th d of experiments were evaluated by von Frey filament test. The motor function of mice 2 h after NTG injection was tested by rotarod test on the 1 st, 3 rd, 5 th, 7 th and 9 th d of experiments. On 9 th d of experiments, the mice were sacrified; the calcitonin gene-related peptide (CGRP), synaptosomal-associated protein 25 (SNAP25), glial fibrillary acidic protein (GFAP) and TRP channel protein expressions in the trigeminal ganglia (TG) and trigeminal nucleus caudalis (TNC), and NOD-like receptor protein 3 (NLRP3) inflammatory factor pathway-related protein expressions in TNC were detected by Western blotting; real-time quantitative PCR (RT-qPCR) was used to detect the NLRP3 inflammatory factor pathway-related mRNA expressions in TNC. The CGRP expression in TNC was detected by immunofluorescent staining. Results:(1) As compared with the control group, the NTG group had significantly decreased basal facial MWT on the 7 th and 9 th d of experiments ( P<0.05); as compared with the NTG group, the BoNT/A+NTG group had significantly increased basal facial MWT on the 7 th and 9 th d of experiments ( P<0.05). As compared with the control group, the NTG group had significantly decreased evoked facial MWT on the 5 th and 9 th d of experiments ( P<0.05); as compared with the NTG group, the BoNT/A+NTG group had significantly increased evoked facial MWT on the 5 th and 9 th d of experiments ( P<0.05). As compared with the control group, the NTG group had significantly decreased basal and evoked MWT in the hindpaw regions on the 3 rd, 5 th, 7 th and 9 th d of experiments ( P<0.05); as compared with the NTG group, the BoNT/A+NTG group had significantly increased basal and evoked MWT in the hindpaw regions on the 3 rd, 5 th, 7 th and 9 th d of experiments ( P<0.05). (2) There was no significant difference in running time on rotarod among the three groups ( P>0.05). (3)Western blotting results showed that as compared with those in the control group, the CGRP and SNAP25 protein expressions were significantly increased in TG of the NTG group ( P<0.05); and those in the BoNT/A+NTG group were significantly decreased as compared with those in the NTG group ( P<0.05). As compared with those in the control group, the CGRP and NLRP3 protein expressions were significantly increased in TNC of NTG group ( P<0.05); and those in the BoNT/A+NTG group were significantly decreased as compared with those in the NTG group ( P<0.05). (4)RT-qPCR results showed that as compared with that in the control group, the IL-1β mRNA expression in TNC of the NTG group was significantly increased ( P<0.05), and that in the BoNT/A prevention group was statistically decreased as compared with that in the NTG group ( P<0.05). (5) Immunofluorescent staining results showed that as compared with that in the control group, the CGRP expression in TNC of the NTG group was significantly increased, and that in the BoNT/A+NTG group was significantly decreased as compared with that in the NTG group ( P<0.05). Conclusion:BoNT/A can reduce the SNAP25 expression in TG, reduce the CGRP release in TG and TNC, and prevent CM onset; BoNT/A can regulate NLRP3 level in TNC.

Objective:To investigate the clinical efficacy and safety of 90Sr- 90Y β-ray low dose applicator, topical timolol maleate, and their combination in the treatment of superficial infantile hemangioma (IH). Methods:From May 14, 2013 to April 11, 2017, 400 children (126 males, 274 females, age 5.3(3.9, 7.1) months) with superficial IH in Department of Nuclear Medicine, the First People′s Hospital of Foshan were prospectively enrolled. All patients were randomly divided into 4 treatment groups according to the proportion of 1∶1∶1∶1 by the method of random number table: topical timolol maleate (group A, control group), 90Sr- 90Y β-ray low dose applicator (group B), single course applicator combined with timolol (group C), and multi-course applicator combined with timolol (group D). Lesions were followed up to the 104 th week (W104). Cure rate of W104 was considered as primary end point. Efficacy and safety of different treatment were compared. Kruskal-Wallis rank sum test, Mann-Whitney U test, and logistic regression analysis were used for statistical analysis. Results:Totally, 438 lesions in 400 cases were included in this prospective study. There was no significant difference in baseline characteristics among 4 groups ( χ2 values: 1.709-11.616, H values: 3.681-7.653, all P>0.05). As of W104, 11 lesions (2.51%, 11/438) were lost follow-up, 32 lesions (7.31%, 32/438) were with early withdrawal, 357 lesions (81.51%, 357/438) were cured, 15 lesions (3.42%, 15/438) were with residual, 23 lesions (5.25%, 23/438) were with rebound growth, and no serious adverse events occurred in the 4 groups. Multivariate analysis showed that lesions thickness (<3 mm vs ≥ 3 mm, odd ratio ( OR)=16.689, 95% CI: 7.908-35.223; χ2=54.555, P<0.001) and treatment (considering group A as reference category, OR (95% CI) of group B, C and D were 16.842(6.179-45.901), 4.801(2.167-10.638) and 39.127(10.468-146.243), respectively; χ2=47.663, P<0.001) were independent factors affecting the cure rate of W104. 90Sr- 90Y low-dose fractionation radiotherapy was significantly better than topical timolol maleate ( OR=16.842, 95% CI: 6.179-45.901), and the combination with timolol could significantly reduce the cumulative absorbed dose of radiotherapy (group D vs B: 16(8, 16) vs 16(16, 24) Gy; z=-4.947, P<0.001). Conclusion:90Sr- 90Y low dose applicator therapy is superior to topical timolol maleate for superficial IH, and the combination with timolol could significantly reduce the cumulative absorbed dose of applicator.

Objective? To investigate the effect of the cardiac rehabilitation program based Omaha system on patients after percutaneous coronary intervention (PCI). Methods? A convenient sampling method was used to select 127 patients from the Department of Cardiology of Wuxi Second People's Hospital from October 2017 to April 2018. According to the patient's hospitalization number, they were randomly divided into two groups, including 64 in the experimental group and 63 in the control group. During the intervention, 2 patients were lost in the experimental group and 1 patient was lost in the control group. There were 62 patients in each group to complete the study. Patients in the control group received routine care, while patients in the experimental group received cardiac rehabilitation based on the Omaha system. The effect of the intervention was measured by 6 min exercise test, secondary prevention knowledge and behavior questionnaire for post-PCI patients. Results? After the intervention, The 6-minute exercise distance was (439.28±67.94) m in the experimental group, and it was (315.62±45.18) m in the control group. The exercise endurance of the experimental group was higher than that of the control group, and the difference was statistically significant (t=11.934, P＜ 0.01). The secondary prevention knowledge and behavior scores of the experimental group were (87.21±12.46) and (84.27±14.58), which were higher than those of the control group (71.30±8.12) and (65.94±8.97). The differences were statistically significant (t=8.423, 8.431; P ＜0.01). Conclusions? Cardiac rehabilitation programs based Omaha system can improve exercise endurance and secondary prevention behaviors of patients after PCI and its application should be promoted.

Objective To explore the application of timing theory in home care of patients with acute coronary syndrome.Methods A total of 90 patients with acute coronary syndrome admitted to the Second People's Hospital of Wuxi in Jiangsu Province from February 2016 to February 2017 were selected, and randomly divided into control group and study group, with 45 cases each. The control group was given routine nursing intervention, while the study group was given home-based care intervention based on timing theory. The quality of life and negative emotions were compared between the two groups, using Self-Rating Anxiety Scale (SAS), Self-Rating Depression Scale (SDS), Seattle Angina Questionnaire (SAQ) and Athens Insomnia Scale (AIS).Results The scores of SAS and SDS of the control group after intervention were (61.7±2.0) and (52.4±1.3) respectively, which were both higher than those of the observation group, and the differences were statistically significant (t=27.295,23.129;P<0.001). After 3 months of nursing intervention, the quality of life of patients in both groups has been improved. SAQ scores in different division were as follow: limitation of physical activity (64.1±10.9), angina attack (89.7±12.0), stable angina pectoris (91.5±7.2), disease cognition (88.5±9.2) and satisfaction of treatment (91.6±10.8). Those scores were all higher than those of the control group. The differences were statistically significant (P<0.05). The score of sleeping time of the study group was (1.8±0.6), and that of the control group was (1.5±0.5). The difference in the sleeping quality between the two groups was statistically significant (t=2.577,P<0.05).Conclusions Home care intervention based on timing theory for patients with acute coronary syndrome can improve the quality of life and treatment effect, reduce anxiety and depression, and is worth popularizing and applying.