Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.

Objective:To evaluate the value of ultrasound radiomics combined with machine learning for early diagnosis of seronegative Hashimoto’s thyroiditis (SN-HT) .Methods:This retrospective study included 164 patients from Liaoning Provincial People’s Hospital , Lixin County People’s Hospital, Linghai Dalinghe Hospital, Fengcheng Phoenix Hospital, who underwent thyroidectomy for solitary nodules with normal thyroid function between Nov. 2016 and Jan. 2024. Postoperative pathology confirmed Hashimoto’s thyroiditis (HT) in some cases, who were further categorized into antibody-positive and antibody-negative groups based on serum antibody status. Patients without Hashimoto’s thyroiditis served as the control group. A total of 298 ultrasound images were analyzed. Radiomics features were extracted from hypoechoic non-nodular areas within 0.5 cm surrounding the tumor. Two senior pathologists and two senior ultrasound physicians independently assessed lymphocytic infiltration, eosinophilic changes of follicular epithelium, and the proportion of hypoechoic areas in pathology and ultrasound images, respectively. A machine learning model, CCH-NET, was developed using linear regression and t-distributed stochastic neighbor embedding (t-SNE) techniques. The dataset was divided into a training set (80%) and a validation set (20%) to compare the diagnostic accuracy of CCH-NET with that of senior ultrasound physicians. Results:In internal validation, CCH-NET achieved a diagnostic accuracy of 88.89% for both antibody-positive and antibody-negative groups, significantly higher than the 66.67% accuracy of senior ultrasound physicians ( P<0.01). In external validation, CCH-NET achieved 75.00% and 66.67% accuracy for the two groups, compared to 50.00% by senior ultrasound physicians. For the control group, both methods achieved 93.33% accuracy. The AUC of CCH-NET was 0.848, outperforming senior ultrasound physicians (0.681) ,demonstrating superior diagnostic performance. Conclusion:The radiomics-based CCH-NET model, using non-nodular hypoechoic areas as a specific indicator, can accurately identify early SN-HT in euthyroid patients. It significantly outperforms senior ultrasound physicians, improving diagnostic accuracy and reducing missed diagnoses.

Objective:To investigate the association between peripheral immune function status and lung cancer metastasis,and to identify peripheral blood immune biomarkers for'Deficiency of Vital Qi'assessment in lung cancer metastasis.Methods:A retrospective analysis was conducted on peripheral blood immune markers collected before treatment from lung cancer patients admitted into Shanghai Municipal Hospital of Traditional Chinese Medicine,affiliated to Shanghai University of Traditional Chinese Medicine,between March 2023 and April 2025.Patients were categorized into the non-metastatic and the metastatic groups based on the presence of distant metastasis,and the differences in the expressions of immune cells and cytokines between groups were compared.Peripheral blood immune markers with P<0.05 in univariate analysis were incorporated into a multivariate binary logistic regression model to identify independent predictors of lung cancer metastasis.Results:A total of 193 lung cancer patients were included(101 in the non-metastatic group and 92 in the metastatic group).There were no statistically significant differences between the two groups in terms of gender,age,smoking history,drinking history,or pathological type(all P>0.05).Univariate analysis revealed significant differences in multiple immune markers between the non-metastatic and metastatic groups(all P<0.05),including:lymphocyte count,CD3+,CD4+,and CD8+T,CD19+B cells,absolute counts of CD3-CD16+CD56+NK cells,percentages of Treg cells,CD8+CD28+Treg cells,G-MDSC,and CD3-CD16+CD56+dim NK cells,and levels of cytokine IL-1β,IL-6,and IL-10.Binary logistic regression analysis of differential indicators suggested that the percentage of Treg cells and CD8+CD28+Treg cells in peripheral blood were independent predictors of distant metastasis in lung cancer(OR=1.193,95%CI[1.047,1.36],P<0.01;OR=0.978,95%CI[0.957,0.999],P<0.05).Conclusion:Peripheral blood immune dysfunction is the biological basis for'qi deficiency'in lung cancer metastasis.This study quantitatively demonstrates the correlation between peripheral immune function status and lung cancer metastasis,providing empirical evidence for the theories of'qi deficiency and hidden toxicity'and'metastatic state of tumors'.

Objective: Under the intervention of modern holistic medical model, the subjective feelings and objective effects of parents and children in circumcision were studied in children aged 3-6 years. Methods: A prospective study was conducted to select 2012 children aged 3 to 6 years who underwent circumcision at the First Affiliated Hospital of Kunming Medical University from August 2013 to May 2017. The patients were divided into control group and experimental group by completely randomized grouping, there were 1 006 cases in each group. The children in the control group were treated with a single biomedical model, which was completed according to the conventional flow-type operation. The children in the experimental group adopted the modern holistic medical model, and the full modern holistic medical model intervention was performed before, during and after the operation. The medical treatment process highlighted the overall humanistic care for the children. The age of the control group was (4.19±1.75) years old, and the age of the children in the experimental group was (4.26±1.68) years old. The operation time, the degree of surgical pain [with the pain visual analogue scale (VAS)], the postoperative complications (including postoperative hemorrhage, penile edema, infection, wound rupture), wound healing time, surgery satisfaction rate and fear level of children were compared between the two groups. Measurement data were expressed as mean±standard deviation (Mean±SD), t-test was used for comparison between groups; Chi-square test was used to compare the count data. Results: In the control group, the operation time was (9.26±1.87) min, the surgical pain VAS was (2.59±0.72), postoperative bleeding was 38 (3.8%), severe penile edema was 78 (7.8%), and infection was 12 (1.2%), wound rupture was 32 cases (3.2%), the wound healing time was (20.4±2.56) d, and the surgical satisfaction rate was 67.4%. In the experimental group, the operation time of was (6.15±1.23) min, the surgical pain VAS was (1.71±0.54), postoperative bleeding was 6 cases (0.6%), severe penile edema was 12 cases (1.2%), and infection was 8 cases (0.8%), wound rupture was 2 cases (0.2%), the healing time was (15.2±3.16) d, and the operation satisfaction rate was 98.8%. The operation time, surgical pain VAS, postoperative bleeding, severe penile edema, wound splitting rate, healing time and surgical satisfaction rate were statistically significant (P<0.05), and there was no statistical difference in wound infection rate between the two groups (P>0.05). The fear level of children in the experimental group was superior to the control group at levels 0, 1, 2 and 3, the difference was statistically significant (P<0.05). Conclusions Under the intervention of modern holistic medical model, the child′s operation process is smooth, the children and parents have good subjective feelings, no obvious fear, good compliance, high satisfaction, good objective clinical effect, and positively improve the relationship between doctors and patients. The society has won a good reputation and deserves to be promoted clinically.

With quickening the population aging , the incidence of the Alzheimer′s disease is increasing year by year .Only using drugs was limited and many studies have confirmed that non-drug therapy can retard the progress of disease and promote the quality of patients′life.In this article, we describe the rehabilitation nursing advances in non-drug therapy to Alzheimer′s disease patients .We hope to supply the referential data for clinical treatment.

Objective To observe the influence of human umbilical cord wharton′s jelly‐mesenchymal stem cells(WJ‐MHCs) on the tumor necrosis factorα (TNF‐α) and N‐terminal pro‐brain natriuretic peptide(NT‐proBNP) in rats with heart failure of a‐cute myocardial infarction .Methods Totally 80 male rat models of heart failure of acute myocardial infarction were made by isopre‐naline(ISO) 200 mg/kg injected subcutaneously twice at an interval of 24 hours .After one week ,24 survival rats were randomly di‐vided into WJ‐M HCs transplantation group and normal control group .Sham group was made of 12 health rats ,and then each of the three groups was subdivided into pre‐transplantation group and post‐transplantation group 4 weeks later .WJ‐MHCs transplantation group was transplanted with WJ‐MHCs with DAPI labeled after ISO injected one week .Sham group and normal group were un‐treated and normally bred .The left ventricular ejection fraction(LVEF) measured by before transplantation and post‐transplantation 4 weeks later .The injected cells and the expression of TNF‐αwas measured .Results Compared to pre‐transplantation group ,WJ‐M HCs transplantation group increased the LVEF(P<0 .05);compared to pre‐transplantation and normal control ,WJ‐M HCs trans‐plantation group reduced the TNF‐αand NT‐proBNP in the serum(P<0 .05)and the expression of TNF‐α from the heart tissue (P<0 .05);compared to normal transplantation ,WJ‐M HCs transplantation group reduced the mortality from 33 .3% to 16 .7% ;immunofluorescence demonstrated that transplanted cells were still found alive in the heart after transplantation 4 weeks later .Con‐clusion Transplantation of WJ‐MHCS down‐regulates TNF‐α and NT‐proBNP in the serum in the serum and the expression of TNF‐αfrom the heart tissue and up‐regulates the LVEF in rats with heart failure of acute myocardial infarction .

Objective To study the effect of the complexus of radix salviae miltiorrhizae and lignstrazin (DCs) on the learning and memory impairment in Alzheimer disease rats. Methods Rats were randomly divided in- to 5 groups(10 rats/group):normal eontrol group, Alzheimer disease model group toxified with AlCl3 and D-gal,3 groups toxified with AICl3 and D-gal,whieh were treated with the different drugs including piracetam and DCs1,2. After 80 days,step-through and morris water maze experiments were used to detect the learning and memory ability. Results Compared with Alzheimer disease model group,DCs obviously improved the learing and memory ability of Alzheimer disease rats,it is increased significantly that active reaction, and the number of active avoidance, improve achievement, evasion failed to reduce the number of passive evade significantly shorten the delay time in Des-treated group. Conclusion DCs markedly improved the learing and memory ability of Alzheimer disease rats.