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 investigate the clinical efficacy and safety of venetoclax (VEN) in combination with hypomethylating agent (HMA) in the treatment of patients with high-risk myelodysplastic syndromes (MDS). METHODS: A total of 30 patients with high-risk MDS who received the combination of VEN and HMA from March 2019 to November 2022 were included. The overall response rate (ORR), modified overall response rate (mORR), overall survival (OS), progression-free survival (PFS), and adverse events of all included patients were evaluated. RESULTS: Among the 30 high-risk MDS patients treated with VEN combined with HMA regimen, 24 cases achieved complete response (CR)/ marrow complete response (mCR), 2 cases achieved partial response (PR), the ORR was 24/30, the median OS was 28.1 months, and the median PFS was 28.1 months. In addition, patients who achieved complete remission / marrow complete remission after treatment had a significantly longer OS than those who did not. Moreover, 12 patients were treated with allogeneic hematopoietic stem cell transplantation (allo-HSCT). There were grade 3 or higher hematologic adverse events including thrombocytopenia (14 cases), neutropenia (14 cases), febrile neutropenia (10 cases) and anemia (7 cases) as well as gastrointestinal adverse events of any grade, such as vomiting (7 cases), diarrhea (5 cases), and constipation (4 cases). CONCLUSION VEN in combination with HMA is an effective and safe treatment option in patients with high-risk MDS. This regimen combined with allo-HSCT can improve the prognosis of these patients. Continuous attention to the monitoring and management of adverse events is essential for the patients' safety in this combination therapy.
Humans ; Myelodysplastic Syndromes/drug therapy* ; Sulfonamides/therapeutic use* ; Bridged Bicyclo Compounds, Heterocyclic/therapeutic use* ; Female ; Male ; Treatment Outcome ; Middle Aged ; Aged ; Antineoplastic Combined Chemotherapy Protocols/therapeutic use* ; Adult

BACKGROUND: Non-invasive computed tomography angiography (CTA)-based fractional flow reserve (CT-FFR) could become a gatekeeper to invasive coronary angiography. Deep learning (DL)-based CT-FFR has shown promise when compared to invasive FFR. To evaluate the performance of a DL-based CT-FFR technique, DeepVessel FFR (DVFFR). METHODS: This retrospective study was designed for iScheMia Assessment based on a Retrospective, single-center Trial of CT-FFR (SMART). Patients suspected of stable coronary artery disease (CAD) and undergoing both CTA and invasive FFR examinations were consecutively selected from the Beijing Anzhen Hospital between January 1, 2016 to December 30, 2018. FFR obtained during invasive coronary angiography was used as the reference standard. DVFFR was calculated blindly using a DL-based CT-FFR approach that utilized the complete tree structure of the coronary arteries. RESULTS: Three hundred and thirty nine patients (60.5 ±10.0 years and 209 men) and 414 vessels with direct invasive FFR were included in the analysis. At per-vessel level, sensitivity, specificity, accuracy, positive predictive value (PPV) and negative predictive value (NPV) of DVFFR were 94.7%, 88.6%, 90.8%, 82.7%, and 96.7%, respectively. The area under the receiver operating characteristics curve (AUC) was 0.95 for DVFFR and 0.56 for CTA-based assessment with a significant difference (P < 0.0001). At patient level, sensitivity, specificity, accuracy, PPV and NPV of DVFFR were 93.8%, 88.0%, 90.3%, 83.0%, and 95.8%, respectively. The computation for DVFFR was fast with the average time of 22.5 ± 1.9 s. CONCLUSIONS The results demonstrate that DVFFR was able to evaluate lesion hemodynamic significance accurately and effectively with improved diagnostic performance over CTA alone. Coronary artery disease (CAD) is a critical disease in which coronary artery luminal narrowing may result in myocardial ischemia. Early and effective assessment of myocardial ischemia is essential for optimal treatment planning so as to improve the quality of life and reduce medical costs.

This study employed ultrahigh-performance liquid chromatograph-hybrid quadrupole orbitrap high resolution mass spectrometry (UHPLC-Q-Orbitrap HRMS) to detect the chemical constituents of traditional Chinese medicine in Sizi Dingchuan granules. Network pharmacology and molecular docking techniques were then utilized to predict the effects of Sizi Dingchuan granules on bronchial asthma, along with its target molecules and signaling pathways. UHPLC analysis identified 172 compounds, including 84 flavonoids, 38 organic acids and their derivatives, 22 phenylpropanoids, 16 organic oxygen compounds, 3 phenolic compounds, 2 terpenoids, 2 sugars and glycosides, and 5 other compounds. Typical compound fragmentation patterns were documented. Using network pharmacology methods, 117 compounds were ultimately selected for target prediction, establishing a “drug-component-target-disease” network, which revealed that quercetin, schisandrin A, baicalin, gomisin H, and baicalin exhibit multiple targets related to bronchial asthma, suggesting that they may be the active components responsible for the compound’s efficacy in treating this condition. Protein-protein interaction analysis identified core targets including TNF, IL-6, JAK2, STAT3, BCL2, CASP3, and EGFR, primarily clustered within the JAK-STAT signaling pathway. This suggests that the main components of Sizi Dingchuan granules may regulate the balance between Th17 and Treg cells, as well as Th1 and Th2 cell differentiation, by modulating the JAK-STAT signaling pathway, thereby exerting a positive therapeutic effect on bronchial asthma.

Objective To investigate the status of quality control of medical electron linear accelerators and radiation protection of machine rooms housing these accelerators in Shandong Province. Methods A total of 52 medical electron linear accelerators in 40 hospitals across Shandong Province were selected as the study subjects. A series of indicators were tested according to relevant quality control testing specifications and radiation protection testing standards. Statistical analysis was performed using SPSS 25.0. Results The five performance indicators of the 52 medical electron linear accelerators, including offset of the radiation beam axis relative to the equal center point (hereinafter referred to as the equal center point offset), dose deviation, output dose repeatability, output dose linearity, and uniformity of the square X-ray radiation field (10 cm × 10 cm), all had a qualified rate of 100%. The dose deviation of accelerators in secondary hospitals was superior to that in tertiary hospitals. The output dose linearity and uniformity of the square X-ray radiation field of accelerators in tertiary hospitals were superior to those in secondary hospitals. All machine rooms housing the investigated medical electron linear accelerators were qualified in radiation protection testing. Conclusion The performance indicators of the medical electron linear accelerators investigated in this study and the radiation protection of machine rooms all complied with national standards. Relevant hospitals should continue to strictly implement radiation protection standards and strengthen the supervision of the equipment sites.

The"Guidelines for parenteral nutrition in preterm infants:the American Society for parenteral and enteral nutrition"were developed by the American Society for Parenteral and Enteral Nutrition and published in the Journal of Parenteral and Enteral Nutrition in September 2023.The guidelines provide recommendations on 12 key clinical questions regarding parenteral nutrition(PN)for preterm infants.In comparison to similar guidelines,this set offers more detailed perspectives on PN for preterm infants.It presents evidence-based recommendations for the commencement time,nutrient dosage,and composition of PN,considering primary outcomes such as growth and development,as well as secondary outcomes like sepsis,retinopathy of prematurity,parenteral nutrition-related liver disease,and jaundice.This article aims to interpret the guidelines to provide a reference for colleagues in the field.

AIM To study endophytic fungi from Scutellaria baicalensis Georgi.and the enzyme inhibitory activities of their secondary metabolites.METHODS Six different media were used to isolate and purify endophytic fungi from S.baicalensis by tissue homogenate method.The activities of secondary metabolites were evaluated by targeting different enzymes.The highly active strains were identified by molecular biology combined with morphology,and the highly active chemical components were tracked and separated by modern chromatographic separation technology.RESULTS Sixty-four endophytic fungal strains were isolated from S.baicalensis,and one hundred and twenty-eight secondary metabolites were obtained by fermentation.The samples with certain inhibitory activities against adenosine deaminase(ADA),β-lactamase and tyrosinase(TYR)accounted for 14.06%,3.91%and 18.75%,respectively.Strain HTS-23-2 showed high TYR inhibitory activity,and 99%homology with Aspergillus flavus by molecular identification.One compound was isolated from the fermentation samples and identified as kojic acid.CONCLUSION S.baicalensis harbors a rich diversity of endophytic fungi,which serve as a valuable resource for active substances.

Objective To compare the fidelity of chronic obstructive pulmonary disease(COPD)models established using two methods:exposure to cigarette smoke(CS)and exposure to motor vehicle exhaust(MVE)in rats.Methods Twenty-four male SD rats were randomly divided into control,CS-exposed(CS),and MVE-exposed(MVE)groups,with 8 rats per group.Rats in CS and MVE groups were exposed to CS or MVE,respectively,to induce COPD models.After COPD model established,lung function of each group was assessed.Bronchoalveolar lavage fluid(BALF)was collected to measure inflammatory cell counts,levels of inflammatory cytokines interleukin-6(IL-6)and tumor necrosis factor(TNF)-α,and expression levels of mucin 5AC(MUC5AC).Lung tissue sections were stained with hematoxylin and eosin(HE)to observe pulmonary tissue and airway pathological changes.Periodic acid-Schiff(PAS)staining was used to detect goblet cell hyperplasia in airways.Results Compared with control group,rats in CS and MVE groups showed significantly increased inspiratory resistance(RI),total lung capacity(TLC),and lung static compliance(Cchord)(P<0.05),while expiratory flow parameters FEV50/FVC were significantly decreased(P<0.05).Compared with MVE group,rats in CS group had significantly higher RI,TLC,and Cchord(P<0.05),and lower FEV50/FVC(P<0.05).HE staining of lung tissues showed that mean linear intercept(MLI)was significantly higher in both CS and MVE groups compared with control group(P<0.05),with CS group having higher MLI than MVE group(P<0.05).BALF analysis revealed that white blood cells,neutrophils,macrophages,lymphocytes,IL-6,and TNF-α levels were significantly higher in both CS and MVE groups compared with control group(P<0.05),and inflammatory cell counts,IL-6,and TNF-α levels were higher in CS group compared with MVE group(P<0.05).PAS staining of lung tissues indicated that goblet cells in large airways were significantly increased in both CS and MVE groups compared with control group(P<0.05),with CS group showing higher goblet cell counts than MVE group(P<0.05).Expression levels of MUC5AC in BALF were significantly higher in both CS and MVE groups compared with control group(P<0.05),with CS group having significantly higher MUC5AC levels than MVE group(P<0.05).Conclusions Exposure to CS or MVE can establish a rat model of COPD,with CS exposure better mimicking characteristics of acute exacerbation of COPD compared to MVE exposure.

Objective To observe clinical curative effect of long-acting recombinant human growth hormone(rhGH)and short-acting rhGH,and their influences on growth and development indexes,serum thyroid function indexes and insulin in children with idiopathic short stature(ISS).Methods The children with ISS were randomly divided into long-acting group[subcutaneous injection of polyethylene glycol recombinant human growth hormone(0.2 mg·kg-1·w-1,qw)]and short-acting group[subcutaneous injection of recombinant human growth hormone(0.15 U·kg-1·d-1)at 30 min before sleep every night].All children were treated for 12 months.The growth and development[growth velocity(GV),height standard deviation of points(Ht SDS)],thyroid function,fasting insulin(FINS)and insulin-like growth factor-1(IGF-1)were compared between the two groups.The occurrence of adverse reactions was recorded.Results In the 68 children,there were 4 cases with loss to follow-up and shedding due to personal reasons.Finally,there were 33 cases in long-acting group and 31 cases in short-acting group for statistical analysis.After 6 months of treatment,GV in long-acting group and short-acting group were(4.53±0.56)and(3.97±0.48)cm·year-1,Ht SDS were-2.45±0.23 and-2.66±0.21,IGF-1 levels were(551.62±41.48)and(524.36±37.84)mg·mL-1,respectively.After 12 months of treatment,GV in long-acting group and the short-acting group were(9.44±0.82)and(8.46±0.77)cm·year-1,Ht SDS were-1.68±0.19 and-1.91±0.20,IGF-1 levels were(642.46±36.49)and(593.14±40.12)mg·mL-1,differences were statistically significant(all P＜0.05).There were no significant differences in FT3,FT4,TSH and FINS between the two groups after treatment(all P＞0.05).There was no significant difference in the total incidences of adverse drug reactions between long-acting group and short-acting group[6.06％(2 cases/33 cases)vs 12.90％(4 cases/31 cases),P＞0.05].Conclusion Compared with short-acting rhGH,promotion effect of long-acting rhGH is better on short-term growth and development in ISS children,which can increase level of serum IGF-1 and has no obvious effects on thyroid function,with good safety.

Aim To investigate the role and potential mechanism of methyltransferase-like 5 (METTL5) in triple-negative breast cancer (TNBC) . Methods The expression of METTL5 in TNBC tumor tissues and cell lines was detected by immunohistochemistry and Western blot. After shRNA targeting METTL5 (shRNAMETTL5) was transfected into TNBC cells, cell proliferation, migration and invasion were detected by CCK-8, colony formation, wound healing and Transwell assays, respectively. Western blot was used to detect the expression of Wnt/p-catenin signaling-related key proteins. A xenograft tumor model was constructed to verify the effect of METTL5 knockdown on the growth of TNBC cells and Wnt/p-catenin signaling activity in vivo. Results The expression of METTL5 was up-regulated in TNBC tumor tissues and cell lines (P < 0. 01) . Knockdown of METTL5 significantly inhibited the proliferation, migration and invasion of TNBC cells and reduced the expression of Wnt/p-catenin signaling molecules (3-catenin, cyclin Dl, matrix metalloproteinase (MMP) -2 and MMP-7 (all P < 0. 01) . Knockdown of METTL5 reduced tumor growth and Wnt/pcatenin signaling activity in vivo. Conclusions Knockdown of METTL5 can inhibit the proliferation, migration and invasion of TNBC cells, which may be related to the inhibition of Wnt/p-catenin signaling pathway.