Testicular histology based on testicular biopsy is an important factor for determining appropriate testicular sperm extraction surgery and predicting sperm retrieval outcomes in patients with azoospermia. Therefore, we developed a deep learning (DL) model to establish the associations between testicular grayscale ultrasound images and testicular histology. We retrospectively included two-dimensional testicular grayscale ultrasound from patients with azoospermia (353 men with 4357 images between July 2017 and December 2021 in The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China) to develop a DL model. We obtained testicular histology during conventional testicular sperm extraction. Our DL model was trained based on ultrasound images or fusion data (ultrasound images fused with the corresponding testicular volume) to distinguish spermatozoa presence in pathology (SPP) and spermatozoa absence in pathology (SAP) and to classify maturation arrest (MA) and Sertoli cell-only syndrome (SCOS) in patients with SAP. Areas under the receiver operating characteristic curve (AUCs), accuracy, sensitivity, and specificity were used to analyze model performance. DL based on images achieved an AUC of 0.922 (95% confidence interval [CI]: 0.908-0.935), a sensitivity of 80.9%, a specificity of 84.6%, and an accuracy of 83.5% in predicting SPP (including normal spermatogenesis and hypospermatogenesis) and SAP (including MA and SCOS). In the identification of SCOS and MA, DL on fusion data yielded better diagnostic performance with an AUC of 0.979 (95% CI: 0.969-0.989), a sensitivity of 89.7%, a specificity of 97.1%, and an accuracy of 92.1%. Our study provides a noninvasive method to predict testicular histology for patients with azoospermia, which would avoid unnecessary testicular biopsy.
Humans ; Male ; Azoospermia/diagnostic imaging* ; Deep Learning ; Testis/pathology* ; Retrospective Studies ; Adult ; Ultrasonography/methods* ; Sperm Retrieval ; Sertoli Cell-Only Syndrome/diagnostic imaging*

To investigate the impact of preoperative serum follicle-stimulating hormone (FSH) levels on the probability of testicular sperm retrieval, we conducted a study of nonobstructive azoospermic (NOA) men with different testicular volumes (TVs) who underwent microdissection testicular sperm extraction (micro-TESE). A total of 177 NOA patients undergoing micro-TESE for the first time from April 2019 to November 2022 in Shenzhen Zhongshan Obstetrics and Gynecology Hospital (formerly Shenzhen Zhongshan Urology Hospital, Shenzhen, China) were retrospectively reviewed. The subjects were divided into four groups based on average TV quartiles. Serum hormone levels in each TV group were compared between positive and negative sperm retrieval subgroups. Overall sperm retrieval rate was 57.6%. FSH levels (median [interquartile range]) were higher in the positive sperm retrieval subgroup compared with the negative outcome subgroup when average TV was <5 ml (first quartile [Q1: TV <3 ml]: 43.32 [17.92] IU l -1 vs 32.95 [18.56] IU l -1 , P = 0.048; second quartile [Q2: 3 ml ≤ TV <5 ml]: 31.31 [15.37] IU l -1 vs 25.59 [18.40] IU l -1 , P = 0.042). Elevated serum FSH levels were associated with successful micro-TESE sperm retrieval in NOA men whose average TVs were <5 ml (adjusted odds ratio [OR]: 1.06 per unit increase; 95% confidence interval [CI]: 1.01-1.11; P = 0.011). In men with TVs ≥5 ml, larger TVs were associated with lower odds of sperm retrieval (adjusted OR: 0.84 per 1 ml increase; 95% CI: 0.71-0.98; P = 0.029). In conclusion, elevated serum FSH levels were associated with positive sperm retrieval in micro-TESE in NOA men with TVs <5 ml. In men with TV ≥5 ml, increases in average TVs were associated with lower odds of sperm retrieval.
Humans ; Male ; Azoospermia/surgery* ; Sperm Retrieval/statistics & numerical data* ; Adult ; Follicle Stimulating Hormone/blood* ; Retrospective Studies ; Testis/pathology* ; Microdissection ; Organ Size

Aim To investigate the effects of hydroxyl-safflor yellow A(HSYA)on the regenerative and re-pair functions of human umbilical cord mesenchymal stem cells(hUC-MSCs).Methods hUC-MSCs were mechanically isolated,and their morphology was ob-served.Cell surface marker expression was analyzed u-sing flow cytometry.Osteogenic differentiation was used to confirm the multipotency of the cells.The cells were treated with various concentrations of HSYA(0,100,200,400,600 μmol·L-1),and the optimal con-centration and duration of treatment were determined u-sing the CCK-8 assay.Cells were divided into four groups:control,100,200,and 400 μmol·L-1.The proliferative capacity of hUC-MSCs was assessed by EdU incorporation.Vascular endothelial growth factor(VEGF)and brain-derived neurotrophic factor(BD-NF)levels in the culture supernatant were measured u-sing enzyme-linked immunosorbent assays.Cell migra-tion ability was evaluated by Scratch assays.The ex-pression levels of VEGF,BDNF,and fibroblast growth factor 2(FGF2)were detected by Western blotting.Results The isolated cells exhibited characteristics consistent with stem cell surface markers and demon-strated osteogenic and adipogenic differentiation poten-tial.After 48 hours of treatment,no cytotoxicity was observed at concentrations of 100,200,and 400 μmol·L-1compared to the control group.HSYA signifi-cantly increased the number of EdU-positive cells and cell migration rate,with the most pronounced effect was achieved at 200 μmol·L-1(P＜0.01).VEGF and BDNF levels in the supernatant were elevated,with the highest expression observed at 200 μmol·L-1(P＜0.01).Similarly,the expression levels of BDNF,VEGF,and FGF2 were significantly upregulated in the HSYA groups,with the highest levels at 200 μmol·L-1(P＜0.01).Conclusion HSYA promotes the proliferation,migration and angiogenesis of hUC-MSCs,with an optimal concentration of 200 μmol·L-1.

Aim To investigate the effects of hydroxyl-safflor yellow A(HSYA)on the regenerative and re-pair functions of human umbilical cord mesenchymal stem cells(hUC-MSCs).Methods hUC-MSCs were mechanically isolated,and their morphology was ob-served.Cell surface marker expression was analyzed u-sing flow cytometry.Osteogenic differentiation was used to confirm the multipotency of the cells.The cells were treated with various concentrations of HSYA(0,100,200,400,600 μmol·L-1),and the optimal con-centration and duration of treatment were determined u-sing the CCK-8 assay.Cells were divided into four groups:control,100,200,and 400 μmol·L-1.The proliferative capacity of hUC-MSCs was assessed by EdU incorporation.Vascular endothelial growth factor(VEGF)and brain-derived neurotrophic factor(BD-NF)levels in the culture supernatant were measured u-sing enzyme-linked immunosorbent assays.Cell migra-tion ability was evaluated by Scratch assays.The ex-pression levels of VEGF,BDNF,and fibroblast growth factor 2(FGF2)were detected by Western blotting.Results The isolated cells exhibited characteristics consistent with stem cell surface markers and demon-strated osteogenic and adipogenic differentiation poten-tial.After 48 hours of treatment,no cytotoxicity was observed at concentrations of 100,200,and 400 μmol·L-1compared to the control group.HSYA signifi-cantly increased the number of EdU-positive cells and cell migration rate,with the most pronounced effect was achieved at 200 μmol·L-1(P＜0.01).VEGF and BDNF levels in the supernatant were elevated,with the highest expression observed at 200 μmol·L-1(P＜0.01).Similarly,the expression levels of BDNF,VEGF,and FGF2 were significantly upregulated in the HSYA groups,with the highest levels at 200 μmol·L-1(P＜0.01).Conclusion HSYA promotes the proliferation,migration and angiogenesis of hUC-MSCs,with an optimal concentration of 200 μmol·L-1.

Objective:To discuss the protective effect of polygonatum odoratum polysaccharide(POP)on the mice with cisplatin-induced acute kidney injury(AKI),and to clarify its possible mechanism.Methods:Forty male C57BL/6 mice were randomly divided into control group,model group,POP group,and ferroptosis inducer Erastin combined with POP(Erastin+POP)group,and there were 10 mice in each group.The mice in POP group and Erastin+POP group were given intragastric administration of POP(400 mg·kg-1),and on the 7th day,the mice in model group,POP group,and Erastin+POP group were intraperitoneally injected with cisplatin(20 mg·kg-1)to establish the AKI models,the mice in control group were injected with the same volume of normal saline,and the mice in Erastin+POP group were intraperitoneally injected with Erastin(40 mg·kg-1)one day in advance(on the 6th day of the experiment).After 9 d,the mice were killed and the serum and kidney tissue were collected,and the levels of serum creatinine(Scr)and blood urea nitrogen(BUN)and the levels of malondialdehyde(MDA)and glutathione(GSH)in kidney tissue of the mice in various groups were detected by kit;HE staining was used to observe the pathomorphology of kidney tissue of the mice in various groups;the expression levels of ferroptosis suppressor protein 1(FSP1),ferritin heavy chain 1(FTH1),and glutathione peroxidase 4(GPX4)proteins in kidney tissue of the mice in various groups were detected by immunohistochemistry;Western blotting method was used to detect the expression levels of nuclear factor-E2-related factor 2(Nrf2)and heme oxygenase-1(HO-1)proteins in kidney tissue of the mice in various groups.Results:Compared with control group,the levels of Scr and BUN of the mice in model group were significantly increased(P＜0.01),the level of MDA in kidney tissue was significantly increased(P＜0.01),and the level of GSH was significantly decreased(P＜0.01);most kidney tubules were dilated,the epithelial cells were swollen,the vacuolar degeneration and epithelial cells fell off,and the protein-like tubules could be seen in the lumen;the expression levels of FSP1,FTH1,GPX4,Nrf2,and HO-1 proteins in kidney tissue were decreased significantly(P＜0.05 or P＜0.01).Compared with model group,the levels of Scr and BUN of the mice in POP group were significantly decreased(P＜0.01),the level of MDA in kidney tissue was significantly decreased(P＜0.01),and the level of GSH was significantly increased(P＜0.01);the dilatation of kidney tubular lumen,epithelial cell swelling,vacuolar degeneration,and epithelial cell exfoliation were decreased;the expression levels of FSP1,FTH1,GPX4,Nrf2,and HO-1 proteins in kidney tissue of the mice in POP group were significantly increased(P＜0.05 or P＜0.01).Compared with POP group,the levels of Scr and BUN of the mice in Erastin+POP group were significantly increased(P＜0.01),the level of MDA in kidney tissue was increased(P＜0.05),and the level of GSH was significantly decreased(P＜0.01);the pathological injury of kidney tissue was aggravated obviously;the expression levels of FSP1,FTH1,GPX4,Nrf2,and HO-1 proteins in kidney tissue were significantly decreased(P＜0.05 or P＜0.01).Conclusion:POP can reduce the AKI in the mice induced by cisplatin,and its mechanism may be related to the inhibitory effect of POP on the ferroptosis induced by cisplatin.

Acceleration of tooth movement during orthodontic treatment is challenging,with osteoclast-mediated bone resorption on the compressive side being the rate-limiting step.Recent studies have demonstrated that mechanoreceptors on the surface of monocytes/macrophages,especially adhesion G protein-coupled receptors(aGPCRs),play important roles in force sensing.However,its role in the regulation of osteoclast differentiation remains unclear.Herein,through single-cell analysis,we revealed that CD97,a novel mechanosensitive aGPCR,was expressed in macrophages.Compression upregulated CD97 expression and inhibited osteoclast differentiation;while knockdown of CD97 partially rescued osteoclast differentiation.It suggests that CD97 may be an important mechanosensitive receptor during osteoclast differentiation.RNA sequencing analysis showed that the Rap1a/ERK signalling pathway mediates the effects of CD97 on osteoclast differentiation under compression.Consistently,we clarified that administration of the Rap1a inhibitor GGTI298 increased osteoclast activity,thereby accelerating tooth movement.In conclusion,our results indicate that CD97 suppresses osteoclast differentiation through the Rap1a/ERK signalling pathway under orthodontic compressive force.

Objective:To investigate the expression, distribution and cellular localization of acylglycerol kinase (AGK) in liver cancer tissues, and the correlation of AGK expression with the prognosis of liver cancer patients.Methods:AGK mRNA expression data and clinical information of hepatocellular carcinoma (HCC) patients were downloaded from The Cancer Genome Atlas (TCGA) database in January 2024. The expression differences of AGK mRNA between HCC tissues and paracancerous tissues were compared, and the high and low expressions of AGK were judged by using the median expression of AGK mRNA in 369 HCC tissues as a cut-off value. A univariate logistic regression model was used to analyze the relationship between clinical pathological characteristics and high expression of AGK. The mRNA expressions in HCC tissues and paracancerous tissues of 9 datasets from the Hepatocellular Carcinoma Molecular Landscape Database (HCCDB) 2.0 were compared. The spatial distribution and cellular localization of AGK were analyzed based on multidimensional data from Bulk transcriptome sequencing (RNA-seq), single-cell sequencing and spatial RNA-seq. The expression of AGK protein in liver cancer tissues was analyzed using the Human Protein Atlas (HPA) database. Kaplan-Meier method and log-rank test were employed to compare the differences in overall survival (OS) among patients with different AGK mRNA expressions in HCCDB25 dataset of HCCDB 2.0 and HPA database. The correlation between expressions of AGK and hepatic stem cell-related markers was analyzed by using Spearman rank test based on Tumor Immune Estimation Resource (TIMER) 2.0 database.Results:Data from both the TCGA and 9 datasets of HCCDB 2.0 showed that AGK mRNA expression in HCC tissues was higher than that in paracancerous non-tumorous tissues and normal liver tissues, and the difference was statistically significant (all P < 0.001). HPA database immunohistochemical testing revealed that AGK protein was primarily localized in the cytoplasm, with positive or strong positive expression in HCC tissues and negative or weak positive expression in normal liver tissues; mass spectrometry data showed that it was upregulated in tumor samples (165 cases) compared to normal liver tissues (165 cases) ( P < 0.001). Univariate logistic regression analysis indicated that tumor family history and tumor pathological differentiation in HCC patients from TCGA database were associated with high AGK expression in tumor tissues ( P values were 0.028 and 0.050), while other factors such as age, gender, body mass index, alpha fetoprotein level, Child-Pugh classification, inflammation degree in paracancerous tissues, Ishak fibrosis score, pathological TNM staging, tumor clinical staging, and tumor vascular infiltration had no impact on AGK expression level in tumor tissues (all P > 0.05). One hundred and fifty-eight patients were divided into high and low KGK mRNA expression groups based on the median expression of AGK mRNA in tissues of HCCDB25 dataset, analysis showed that patients in low AGK mRNA expression group (79 cases) had better overall survival (OS) compared to the high expression group (79 cases) in tumor tissues, and the difference was statistically significant ( P = 0.038), while there was no significant difference in OS between high (79 cases) and low (79 cases) expression groups in paracancerous tissues ( P = 0.760). In HPA database, patients were divided into high and low AGK mRNA expression groups based on AGK mRNA values in liver cancer tissues corresponding to the lowest P value during OS analysis by Kaplan-Meier method; in all stages of HCC patients, low AGK mRNA expression group (279 cases) had better OS than the high expression group (76 cases), and the difference was statistically significant ( P = 0.022). The OS of high AGK mRNA expression group in patients with stages Ⅱ-Ⅲ was worse than that of low expression group, and the difference was statistically significant ( P = 0.007). The UMAP plot obtained through dimensionality reduction and cell clustering analysis based on single-cell sequencing data in HCCDB 2.0 revealed that AGK gene expression in liver cancer tissues was primarily distributed in tumor cells, NK/T cells, stromal cells, and myeloid cells. Spatial transcriptomic analysis of tissue samples from 5 HCC patients using HCCDB 2.0 online tools showed that AGK expression varied across different liver cancer tissue regions (non-tumorous tissue, paracancerous tissue, tumor junction, tumor focus, and portal vein tumor thrombus), with 3 cases showing AGK expression enrichment in tumor cells of the tumor junction, tumor focus and portal vein tumor thrombus, while lower in normal hepatocytes, stromal cells and immune cells. In 2 cases, AGK expression was more widespread. Analysis of 3 patients with significant AGK enrichment showed that in HCC samples with complete fibrous capsule, AGK was mainly localized in tumor cells of the tumor focus and junction areas, with weaker expression in paracancerous normal tissues; while in samples with incomplete capsule, high AGK expression was primarily in tumor cells of the tumor junction, tumor focus and portal vein tumor thrombus. TIMER 2.0 database assessment showed that AGK gene expression in 371 patients of TCGA database was positively correlated with the expressions of liver cancer stem cell-related marker genes, including PROM1 ( rho = 0.250), TYH1 ( rho = 0.188), CD44 ( rho = 0.268), ANPEP ( rho = 0.171), CD47 ( rho = 0.435), EPCAM ( rho = 0.246), KRT19 ( rho = 0.203), TGFB1 ( rho = 0.285), and SOX9 ( rho = 0.328) (all P < 0.001). Conclusions:AGK expression is significantly upregulated at both mRNA and protein levels in tumor tissues of HCC patients, it predominantly localizes in the tumor tissues and the cytoplasm of tumor cells within the junction areas, and its high expression closely associates with poor prognosis of patients. Its expression is positively correlated with the expression of liver cancer stem cell-related markers.

Objective To observe the efficacy and safety of Morinda officinalis oligosaccharides in the continuation treatment of mild and moderate depression.Methods An open,single-arm,multi-center design was adopted in our study.Adult patients with mild and moderate depression who had received acute treatment of Morinda officinalis oligosaccharides were enrolled and continue to receive Morinda officinalis oligosaccharides capsules for 24 weeks,the dose remained unchanged during continuation treatment.The remission rate,recurrence rate,recurrence time,and the change from baseline to endpoint of Hamilton Depression Scale(HAMD),Hamilton Anxiety Scale(HAMA),Clinical Global Impression-Severity(CGI-S)and Arizona Sexual Experience Scale(ASEX)were evaluated.The incidence of treatment-related adverse events was reported.Results The scores of HAMD-17 at baseline and after treatment were 6.60±1.87 and 5.85±4.18,scores of HAMA were 6.36±3.02 and 4.93±3.09,scores of CGI-S were 1.49±0.56 and 1.29±0.81,scores of ASEX were 15.92±4.72 and 15.57±5.26,with significant difference(P＜0.05).After continuation treatment,the remission rate was 54.59％(202 cases/370 cases),and the recurrence rate was 6.49％(24 cases/370 cases),the recurrence time was(64.67±42.47)days.The incidence of treatment-related adverse events was 15.35％(64 cases/417 cases).Conclusion Morinda officinalis oligosaccharides capsules can be effectively used for the continuation treatment of mild and moderate depression,and are well tolerated and safe.

In the era of evidence-based medicine, it is necessary to explore the unique advantages of traditional Chinese medicine (TCM) based on standardized technical methods and operating procedures in order to achieve the modernization and internationalization of TCM and benefit all humanity. The proposal of a three-pronged evidence system combining TCM theory, human experience and experimental evidence marks an important progress in the thinking method of the TCM evaluation system. The multi-evidence body integrated through appropriate methods provides a strong support for the clinical guideline recommendations and evidence-based health decision-making in TCM. Based on the current methodological progress of international evidence synthesis and grading, this paper proposes a novel approach for integrating multi-evidence in TCM: the MERGE framework. The aim is to establish a solid foundation for the development of this methodology and provide guidance for the advancement of evidence-based medicine framework in TCM.

Objective To investigate the correlation between the level of N-terminal pro-Brain natriuretic peptide(NT-proBNP)and cardiorespiratory fitness following acute exposure to high altitude.Methods Forty-six subjects were recruited from the Second Affiliated Hospital of Army Medical University in June 2022,including 19 males and 27 females.After completing cardiopulmonary exercise test(CPET),serological detection of myocardial cell-related markers,and multiple metabolites at a plain altitude(300 meters above sea level),all subjects flew to a high-altitude location(3900 meters above sea level).Biomarker testing and CPET were repeated on the second and third days after arrival at high altitude.Changes in serum biomarker and key CPET indicators before and after rapid ascent to high altitude were compared,and the correlation between serum levels of various myocardial cell-related markers and metabolites and high altitude cardiorespiratory fitness was analyzed.Results Compared with the plain altitude,there was a significant decrease in maximal oxygen uptake after rapid ascent to high altitude[(25.41±6.20)ml/(kg.min)vs.(30.17±5.01)ml/(kg.min),P<0.001].Serum levels of NT-proBNP,Epinephrine(E),plasma renin activity(PRA),angiotensin Ⅱ(Ang Ⅱ),angiotensin-converting enzyme 2(ACE2)and leptin(LEP)significantly increased,with all differences being statistically significant(P<0.05)after acute high altitude exposure.In contrast,no statistically significant differences were observed for creatine kinase MB(CK-MB),cardiac troponin I(cTnI),myoglobin(Myo)and norepinephrine(NE)(P>0.05).Correlation analysis showed a significant negative correlation between NT-proBNP at plain altitude(r=-0.768,P<0.001)and at high altitude(r=-0.791,P<0.001)with maximal oxygen uptake at high altitude.Multivariate linear regression analysis indicated that maximal oxygen uptake at plain altitude(t=2.069,P=0.045),NT-proBNP at plain altitude(t=-2.436,P=0.020)and at high altitude(t=-3.578,P=0.001)were independent influencing factors of cardiorespiratory fitness at high altitude.Conclusion Cardiorespiratory fitness significantly decreases after rapid ascent to high altitude,and the baseline NT-proBNP level at plain altitude is closely related to cardiorespiratory fitness at high altitude,making it a potential predictor indicator for high altitude cardiorespiratory fitness.