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*

Objective To establish a stable,reliable,and clinically relevant porcine model of endotoxin-induced acute respiratory distress syndrome(ARDS).Methods Ten 8-month-old male Bama minipigs were deeply sedated,followed by invasive mechanical ventilation and electrocardiographic monitoring.Lipopolysaccharide(LPS)was intravenously pumped at 600 μg/(kg·h)for 3 hours,then maintained at 15 μg/(kg·h)thereafter.Dynamic monitoring was performed at five time points after LPS injection(LPS 0,1,3,5,and 8 h),including arterial blood gas analysis and chest computed tomography(CT)scans.Pathological examination of lung tissues obtained via bronchoscopic biopsy(HE staining and transmission electron microscopy)was conducted.These indicators were comprehensively used to evaluate the success of the animal model.Results At 5 hours after LPS administration,8 minipigs developed symptoms such as skin cyanosis,elevated body temperature,and respiratory distress.The oxygenation index decreased to<300 mmHg.Chest CT scans showed diffuse pulmonary infiltrates.Histopathology revealed alveolar edema and hyaline membrane formation.Transmission electron microscopy demonstrated disruption of pulmonary blood-air barrier,depletion of lamellar bodies in type Ⅱ pneumocytes,inflammatory cell infiltration,and exudation of plasma proteins and fibrin.Compared with LPS 0 h,at LPS 8 h,the oxygenation index and arterial blood pH were significantly decreased(P<0.001),while blood lactic acid and serum potassium were significantly increased(P<0.05);serum calcium and base excess were significantly decreased(P<0.05),and the lung injury score based on HE-stained lung sections was significantly increased(P<0.01).Conclusion The porcine ARDS model established by continuous LPS injection can dynamically simulate the pathophysiological characteristics and typical pathological manifestations of clinical septic ARDS,making it an effective tool to study the pathogenesis,prevention,and treatment strategies of septic ARDS.

Chagas disease(American trypanosomiasis)is a zoonosis caused by Trypanosoma cruzi,which severely affects public health.Recently,with changes in economic globalization and increased population mobility,this disease has gradually spread from the original Latin American epidemic areas to non-epidemic areas,such as Europe,thus showing a trend of globalization.The main trans-mission routes have changed from transmission via the Triatomine vector to blood transfusion transmission,mother-to-child transmis-sion,oral transmission,and other routes.Consequently,Chagas disease is spreading globally,and more people are increasingly vul-nerable to infection.This article retrospectively reviews research on the transmission routes of Chagas disease,analyzes the changing trends in transmission routes,and provides a scientific basis for the formulation and optimization of Chagas disease prevention and con-trol strategies from a One Health perspective.

Objective:To explore effect of Yishen Paidu Formula on inflammatory response in chronic renal failure(CRF)rats and role of Calcineurin/nuclear factor of activated T cell(NFAT).Methods:CRF rat model was constructed,and randomly grouped into model group,low,medium and high doses Yishen Paidu Formula groups,with 10 rats in each group,another 10 rats were fed normally as a blank group;general situation of rats was recorded;urine protein quantification kit was applied to detect 24-hour urine protein level of CRF rats in each group;serum creatinine and urea nitrogen levels of CRF rats were detected;ELISA was applied to detect serum IL-1β,IL-6 and TNF-α levels in CRF rats;pathological changes of renal tissue were observed by HE staining;Western blot was applied to detect expressions of fibroblast growth factor 23(FGF23),Klotho protein,Calcineurin,NFAT protein in renal tissue of CRF rats in each group.Results:Compared with blank group,levels of creatinine,urea nitrogen in serum,24 h urine protein in urine,IL-1β,IL-6,TNF-α in serum,and protein levels of FGF23,Calcineurin,NFAT in kidney tissue were obviously increased in model group,level of Klotho protein was obviously decreased(P<0.05).Compared with model group,levels of creatinine,urea nitrogen in serum,24 h urine protein in urine,IL-1β,IL-6,TNF-α in serum,and protein levels of FGF23,Calcineurin,NFAT in kidney tissue were obviously decreased in low,medium and high doses Yishen Paidu Formula groups,level of Klotho protein was obviously increased,which were more significant with dosage increase(P<0.05).Conclusion:Yishen Paidu Formula may alleviate inflammatory response in CRF rats by inhibiting Calcineurin/NFAT signaling pathway.

Objective:To explore effect of Yishen Paidu Formula on inflammatory response in chronic renal failure(CRF)rats and role of Calcineurin/nuclear factor of activated T cell(NFAT).Methods:CRF rat model was constructed,and randomly grouped into model group,low,medium and high doses Yishen Paidu Formula groups,with 10 rats in each group,another 10 rats were fed normally as a blank group;general situation of rats was recorded;urine protein quantification kit was applied to detect 24-hour urine protein level of CRF rats in each group;serum creatinine and urea nitrogen levels of CRF rats were detected;ELISA was applied to detect serum IL-1β,IL-6 and TNF-α levels in CRF rats;pathological changes of renal tissue were observed by HE staining;Western blot was applied to detect expressions of fibroblast growth factor 23(FGF23),Klotho protein,Calcineurin,NFAT protein in renal tissue of CRF rats in each group.Results:Compared with blank group,levels of creatinine,urea nitrogen in serum,24 h urine protein in urine,IL-1β,IL-6,TNF-α in serum,and protein levels of FGF23,Calcineurin,NFAT in kidney tissue were obviously increased in model group,level of Klotho protein was obviously decreased(P<0.05).Compared with model group,levels of creatinine,urea nitrogen in serum,24 h urine protein in urine,IL-1β,IL-6,TNF-α in serum,and protein levels of FGF23,Calcineurin,NFAT in kidney tissue were obviously decreased in low,medium and high doses Yishen Paidu Formula groups,level of Klotho protein was obviously increased,which were more significant with dosage increase(P<0.05).Conclusion:Yishen Paidu Formula may alleviate inflammatory response in CRF rats by inhibiting Calcineurin/NFAT signaling pathway.

Chagas disease(American trypanosomiasis)is a zoonosis caused by Trypanosoma cruzi,which severely affects public health.Recently,with changes in economic globalization and increased population mobility,this disease has gradually spread from the original Latin American epidemic areas to non-epidemic areas,such as Europe,thus showing a trend of globalization.The main trans-mission routes have changed from transmission via the Triatomine vector to blood transfusion transmission,mother-to-child transmis-sion,oral transmission,and other routes.Consequently,Chagas disease is spreading globally,and more people are increasingly vul-nerable to infection.This article retrospectively reviews research on the transmission routes of Chagas disease,analyzes the changing trends in transmission routes,and provides a scientific basis for the formulation and optimization of Chagas disease prevention and con-trol strategies from a One Health perspective.

Background: Intrahepatic cholangiocarcinoma (ICC) is a highly desmoplastic tumor with poor prognosis even after curative resection. We investigated the associations between the composition of the ICC stroma and immune cell infiltration and aimed to develop a stromal-immune signature to predict prognosis in surgically treated ICC. Patients and methods: We recruited 359 ICC patients and performed immunohistochemistry to detect α-smooth muscle actin (α-SMA), CD3, CD4, CD8, Foxp3, CD68, and CD66b. Aniline was used to stain collagen deposition. Survival analyses were performed to detect prognostic values of these markers. Recursive partitioning for a discrete-time survival tree was applied to define a stromal-immune signature with distinct prognostic value. We delineated an integrated stromal-immune signature based on immune cell subpopulations and stromal composition to distinguish subgroups with different recurrence-free survival (RFS) and overall survival (OS) time. Results: We defined four major patterns of ICC stroma composition according to the distributions of α-SMA and collagen: dormant (α-SMAlow/collagenhigh), fibrogenic (α-SMAhigh/collagenhigh), inert (α-SMAlow/collagenlow), and fibrolytic (α-SMAhigh/collagenlow). The stroma types were characterized by distinct patterns of infiltration by immune cells. We divided patients into six classes. Class I, characterized by high CD8 expression and dormant stroma, displayed the longest RFS and OS, whereas Class VI, characterized by low CD8 expression and high CD66b expression, displayed the shortest RFS and OS. The integrated stromal-immune signature was consolidated in a validation cohort. Conclusion We developed and validated a stromal-immune signature to predict prognosis in surgically treated ICC. These findings provide new insights into the stromal-immune response to ICC.

Helicobacter pylori(HP)infection is a Class Ⅰ carcinogen in gastric cancer,closely related to the occurrence of gastric cancer.Many studies have shown that HP eradication has a preventive effect on gastric cancer.However,2.7%-6.1%of patients with early gastric cancer who have been eradicated after endoscopic submucosal dissection(ESD)can still develop metachronous gastric cancer(MGC),and the mechanism of its occurrence is still unclear.In this review,the atrophy of gastric mucosa and intestinal metaplasia cannot be completely reversed after HP eradication,the excessive proliferation of gastric mucosa epithelial cells,the accumulation of genetic abnormalities,the homeostasis imbalance of the epigenetic group,changes in immune microenvironment,the abnormality of stem cells in gastric mucosa,chromatin accessibility,and changes in chromosome remodeling were discussed in the mechanism of carcinogenesis caused by the above molecular changes after ESD and HP eradication in early gastric cancer.

Objective To investigate the effects of microRNA(miR)-30a-regulated MAPK pathway on the formation of intercalation,inflammatory factors and vasoconstriction in a rat model of aortic coarctation.Methods Fifty SD rats were selected to establish the rat model of aortic coarctation,and were randomly divided into control group,model group,miR-NC group,miR-30a group and miR-30a inhibitor group,10 rats in each group.Histopathological changes in the aortic tissue and changes in the elastic fibers and collagen fibers of the aortic mesothelium were observed;The expression of miR-30a,systolic blood pressure before and after the intervention and the expression of serum inflammatory factors in each group were measured by PCR,tail artery manometry and ELISA;Matrix metalloproteinase(MMP)-6,MMP-2 protein expression and MAPK pathway were measured by Western blotting in each group.The expression of MMP-6,MMP-2 and MAPK pathway related proteins were measured by Western blotting.Results The miR-30a inhibitor group improved the degree of vessel wall tearing and disorganized internal arterial wall arrangement;The miR-30a group improved vascular remodeling;miR-30a expression was higher in the model group compared with the control group,and lower in the miR-30a group and miR-30a inhibitor group compared with the miR-NC group,P<0.05;Before the intervention,the difference in systolic blood pressure between the groups compared was not statistically significant,P>0.05;Compared with the control group,systolic blood pressure was higher in the model group,higher expression in the miR-30a group and lower expression in the miR-30a inhibitor group compared with the miR-NC group,P<0.05;compared with the control group,tumor necrosis factor(TNF)-α,interleukin(IL)-6,IL-1β expression was higher in the model group,higher expression in the miR-30a group compared with the miR-NC group,lower expression in the miR-30a inhibitor group,P<0.05;higher expression of TNF-α,MMP-6,MMP-2,Ras,Raf,P38 MAPK,ERK1/2 proteins in the model group compared with the control group,higher expression in the miR-30a group compared with the miR-NC group,lower expression in the miR-30a inhibitor group,P<0.05.Conclusion MiR-30a is involved in the process of aortic coarctation formation,inflammatory response,and regulation of aortic coarctation vascular remodeling,possibly through regulation of the MAPK signaling pathway.

OBJECTIVE To investigate the effect and mechanism of Astragalus polysaccharide （APS） on peritoneal fibrosis and angiogenesis in rats with peritoneal dialysis （PD）. METHODS Rats were randomly divided into normal control group （Control group）， model group （PD group）， 70 mg/kg APS group （APS-L group）， 140 mg/kg APS group （APS-H group）， and 140 mg/kg APS+40 mg/kg hypoxia-inducible factor-1α （HIF-1α） agonist DMOG group （APS-H+DMOG group）， with 12 rats in each group. PD rat models were constructed in the last four groups of rats. Administration groups were given APS intragastrically and DMOG intraperitoneally. Control group and PD group were given constant volume of normal saline intragastrically， once a day， for 4 consecutive weeks. After the last medication， the peritoneal ultrafiltration （UF）， mass transfer of glucose （MTG）， the levels of serum creatinine （Scr） and blood urea nitrogen （BUN） were detected in rats； peritoneal histomorphology and peritoneal fibrosis （peritoneal thickness and proportion of collagen fiber deposition） were observed； the microvascular density and the expression levels of α-smooth muscle actin （α-SMA）， laminin （LN）， HIF-1α and vascular endothelial growth factor （VEGF） proteins were detected in peritoneal tissue of rats. RESULTS Compared with Control group， the mesothelium of rats in the PD group was loosely arranged and shed， inflammatory cells infiltrated， the peritoneal thickness and proportion of collagen fiber deposition were increased significantly （P＜0.05）. The levels of MTG， Scr and BUN in serum， microvascular density and the expressions of α-SMA， LN， HIF-1α and VEGF proteins were significantly increased， while the level of UF was significantly decreased （P＜ 0.05）； compared with PD group， the levels of above indexes were significantly reversed in APS-L and APS-H groups （P＜0.05）， and the improvement of APS-H group was better than APS-L group （P＜0.05）. Compared with APS-H group， the levels of above indexes in APS-H+DMOG group were all reversed （P＜0.05）. CONCLUSIONS APS inhibits peritoneal fibrosis and angioge-nesis in PD rats by inhibiting HIF-1α/VEGF signaling pathway.