4.Prediction of testicular histology in azoospermia patients through deep learning-enabled two-dimensional grayscale ultrasound.
Jia-Ying HU ; Zhen-Zhe LIN ; Li DING ; Zhi-Xing ZHANG ; Wan-Ling HUANG ; Sha-Sha HUANG ; Bin LI ; Xiao-Yan XIE ; Ming-De LU ; Chun-Hua DENG ; Hao-Tian LIN ; Yong GAO ; Zhu WANG
Asian Journal of Andrology 2025;27(2):254-260
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*
5.Laboratory Diagnosis and Molecular Epidemiological Characterization of the First Imported Case of Lassa Fever in China.
Yu Liang FENG ; Wei LI ; Ming Feng JIANG ; Hong Rong ZHONG ; Wei WU ; Lyu Bo TIAN ; Guo CHEN ; Zhen Hua CHEN ; Can LUO ; Rong Mei YUAN ; Xing Yu ZHOU ; Jian Dong LI ; Xiao Rong YANG ; Ming PAN
Biomedical and Environmental Sciences 2025;38(3):279-289
OBJECTIVE:
This study reports the first imported case of Lassa fever (LF) in China. Laboratory detection and molecular epidemiological analysis of the Lassa virus (LASV) from this case offer valuable insights for the prevention and control of LF.
METHODS:
Samples of cerebrospinal fluid (CSF), blood, urine, saliva, and environmental materials were collected from the patient and their close contacts for LASV nucleotide detection. Whole-genome sequencing was performed on positive samples to analyze the genetic characteristics of the virus.
RESULTS:
LASV was detected in the patient's CSF, blood, and urine, while all samples from close contacts and the environment tested negative. The virus belongs to the lineage IV strain and shares the highest homology with strains from Sierra Leone. The variability in the glycoprotein complex (GPC) among different strains ranged from 3.9% to 15.1%, higher than previously reported for the seven known lineages. Amino acid mutation analysis revealed multiple mutations within the GPC immunogenic epitopes, increasing strain diversity and potentially impacting immune response.
CONCLUSION
The case was confirmed through nucleotide detection, with no evidence of secondary transmission or viral spread. The LASV strain identified belongs to lineage IV, with broader GPC variability than previously reported. Mutations in the immune-related sites of GPC may affect immune responses, necessitating heightened vigilance regarding the virus.
Humans
;
China/epidemiology*
;
Genome, Viral
;
Lassa Fever/virology*
;
Lassa virus/classification*
;
Molecular Epidemiology
;
Phylogeny
6.Factors and Their Impact on Treatment Effect of Acupuncture in Different Outcomes: A Meta-Regression of Acupuncture Randomized Controlled Trials.
Wen-Cui XIU ; Wei-Juan GANG ; Qi ZHOU ; Lan-Jun SHI ; Xiang-Yu HU ; Tian-Yu MING ; Zhen LUO ; Yu-Qing ZHANG ; Xiang-Hong JING
Chinese journal of integrative medicine 2024;30(3):260-266
BACKGROUND:
The effects of acupuncture have varied in different randomized controlled trials (RCTs), and there are many factors that influence treatment effect of acupuncture in different outcomes, with conflicting results.
OBJECTIVE:
To identify factors and their impact on the treatment effect of acupuncture in different outcomes.
METHODS:
Acupuncture RCTs were searched from 7 databases including Medline (PubMed), Embase, Cochrane Central Register of Controlled Trials, China National Knowledge Infrastructure, Wanfang Database, VIP Database, and China Biology Medicine disc between January 1st, 2015 and December 31st, 2019. Eligible studies must compare acupuncture to no acupuncture, sham acupuncture, or waiting lists, and report at least 1 patient-important outcome. A multi-level meta-regression was conducted using a 3-level robust mixed model and univariate analyses were performed for all independent variables, even those excluded from the multivariable model due to collinearities. We used thresholds of 0.2 and 0.4 for the difference of standardized mean differences (SMDs), categorising them as small (<0.2), moderate (0.2-0.4), or large (>0.4) effects.
RESULTS:
The pain construct analysis involved 211 effect estimates from 153 studies and 14 independent variables. High-frequency acupuncture treatment sessions produced larger effects compared to low-frequency sessions [large magnitude, the difference of adjusted SMDs 0.46, 95% confidence interval (CI) 0.07 to 0.84; P=0.02]. The non-pain symptoms construct analysis comprised 323 effect estimates from 231 studies and 15 independent variables. Penetrating acupuncture showed moderately larger effects when compared to non-penetrating acupuncture (0.30, 95% CI 0.06 to 0.53; P=0.01). The function construct analysis included 495 effect estimates from 274 studies and 14 independent variables. Penetrating acupuncture and the flexible acupuncture regimen showed moderately larger effects, compared to non-penetrating acupuncture and fixed regimen, respectively (0.40, 95% CI 0 to 0.80; P=0.05; 0.29, 95% CI 0.06 to 0.53; P=0.01).
CONCLUSIONS
High-frequency acupuncture sessions appear to be a more effective approach to managing painful symptoms. Penetrating acupuncture demonstrated greater effect in relieving non-painful symptoms. Both penetrating acupuncture type and flexible acupuncture regimen were linked to significant treatment effects in function outcomes. Future studies should consider the factors that are significantly associated with the effects of acupuncture in patient-important outcomes.
Humans
;
Randomized Controlled Trials as Topic
;
Acupuncture Therapy/methods*
;
Pain
;
Pain Management
;
China
7.Efficacy of Lianhua Qingyou Decoction Combined with Acupuncture in the Treatment of Helicobacter Pylori-Infected Chronic Atrophic Gastritis and Its Effect on Gastrointestinal Function
Ding-Ming CHEN ; Zhen LIU ; Zhi-Hua TIAN
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(4):828-834
Objective To investigate the clinical efficacy of Lianhua Qingyou Decoction combined with acupuncture in the treatment of Helicobacter pylori(Hp)-infected chronic atrophic gastritis(CAG),and to observe the effect on gastrointestinal function.Methods Ninety-eight patients with Hp-infected CAG of heat stagnation in the liver and stomach type were randomly divided into a study group and a control group,with 49 patients in each group.The control group was treated with standard anti-Hp quadruple therapy,and the study group was treated with Lianhua Qingyou Decoction combined with acupuncture on the basis of treatment for the control group.The treatment course for the two groups covered 12 weeks.Before and after the treatment,the two groups were observed in the scores of pathohistological changes in the gastric mucosal atrophy,intestinal epithelial hyperplasia,inflammatory response,activity and Hp infection,gastrointestinal function indicators of serum gastrin,motilin,vasoactive intestinal peptide(VIP),and somatostatin,and the levels of pepsinogens of PGⅠand PGⅡ.After treatment,the clinical efficacy and Hp negative-conversion rate in the two groups were compared.Results(1)After 12 weeks of treatment,the total effective rate in the study group was 95.92%(47/49)and that in the control group was 73.47%(36/49),and the intergroup comparison(by chi-square test)showed that the therapeutic efficacy of the study group was significantly superior to that of the control group(P<0.01).(2)After treatment,the scores of pathohistological changes in the gastric mucosal atrophy,intestinal epithelial hyperplasia,inflammatory response,activity and Hp infection in the two groups were decreased compared with those before treatment(P<0.05),and the decrease in the study group was significantly superior to that in the control group(P<0.01).(3)After treatment,the serum levels of gastrointestinal function indicators of gastrin,motilin and somatostatin in the two groups were all higher than those before treatment(P<0.05),and the serum VIP level was lower than that before treatment(P<0.05).The increase in the serum gastrin,motilin and somatostatin levels and the decrease in the serum VIP level of the study group were significantly superior to those of the control group(P<0.01).(4)After treatment,the serum pepsinogen levels of PGⅠ and PGⅡ in the two groups were higher than those before treatment(P<0.05),and the increase in the study group was significantly superior to that in the control group(P<0.01).(5)The Hp negative-conversion rate of the study group was 95.92%(47/49),which was significantly higher than that of the control group(79.59%,39/49)and the difference was statistically significant(χ2 = 6.078,P = 0.014).Conclusion For the treatment of patients with Hp-infected CAG of heat stagnation in the liver and stomach type,Lianhua Qingyou Decoction combined with acupuncture can effectively enhance the clinical efficacy and Hp negative-conversion rate,improve the pathohistological scores and gastrointestinal function,and regulate the serum PGⅠand PGⅡlevels.
8.Clinical trial of Morinda officinalis oligosaccharides in the continuation treatment of adults with mild and moderate depression
Shu-Zhe ZHOU ; Zu-Cheng HAN ; Xiu-Zhen WANG ; Yan-Qing CHEN ; Ya-Ling HU ; Xue-Qin YU ; Bin-Hong WANG ; Guo-Zhen FAN ; Hong SANG ; Ying HAI ; Zhi-Jie JIA ; Zhan-Min WANG ; Yan WEI ; Jian-Guo ZHU ; Xue-Qin SONG ; Zhi-Dong LIU ; Li KUANG ; Hong-Ming WANG ; Feng TIAN ; Yu-Xin LI ; Ling ZHANG ; Hai LIN ; Bin WU ; Chao-Ying WANG ; Chang LIU ; Jia-Fan SUN ; Shao-Xiao YAN ; Jun LIU ; Shou-Fu XIE ; Mao-Sheng FANG ; Wei-Feng MI ; Hong-Yan ZHANG
The Chinese Journal of Clinical Pharmacology 2024;40(6):815-819
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.
9.Knockdown of Frizzled 2 inhibits mouse tongue squamous carcinoma and enhances CTLA4 monoclonal antibody efficacy
Hui-Yu LIU ; Xiao-Jiao SUN ; Zhen-Ming LIU ; Tian-Cheng LI
The Chinese Journal of Clinical Pharmacology 2024;40(16):2359-2362
Objective To investigate the function of Frizzled 2(FZD2)in mouse tongue squamous cell carcinoma and its effect on cytotoxic T lymphocyte-associated antigen 4(CTLA4)monoclonal antibody.Methods Cell experiment:SCCVII mouse tongue squamous cell carcinomq cells were divided into blank control group(transfected LV-kdCon)and experimental group(transfected LV-kdFZD2).Cell proliferation ability was detected by cell counting kit-8(CCK-8);migration ability was detected by Transwell cell assay;and angiogenesis ability was verified by human umbilical vein endothelial cells.Animal experiments:Female C3H/He mice were constructed with tumor bearing mice model.Mice were divided into control group[injected with phosphate buffer solution(PBS)],kdFZD group(inoculated with experimental cells and injected with an equal amount of PBS),αCTLA4 group(inoculated with blank control cells subcutaneously and injected with CTLA4 monoclonal antibody)and kdFZD+αCTLA group(inoculated with experimental cells subcutaneously and injected with CTLA4 monoclonal antibody).The mRNA expression of tumor tissue was detected by quantitative polymerase chain reaction(qPCR),and the tumor volume and mass were measured.Results The relative expression levels of FZD2 mRNA in the control group and the experimental group were 1.01±0.18 and 0.52±0.18;the cell migration numbers were 466.70±44.10 and 160.00±26.46;the number of branch nodes of human umbilical vein endothelial cells were 108.70±6.35 and 84.33±10.02;the total capillary length were(20 235±2 229)and(16 549±338)μm,respectively,with statistical significance(P<0.05,P<0.01).The tumor volumes of control group,kdFZD group,αCTLA4 group and kdFZD+αCTLA group were(449.50±114.80),(131.10±13.49),(83.62±26.47)and(2.45±0.91)mm3;the tumor weights were(0.78±0.11),(0.22±0.06),(0.13±0.02)and(0.03±0.01)g,respectively,and the differences were statistically significant(P<0.001,P<0.000 1).Conclusion FZD2 can be used as a potential therapeutic target for tongue squamous cell carcinoma and is expected to be a key molecule in the optimization of adjuvant immunotherapy for tongue squamous cell carcinoma.
10.Application of metal cushion block combined with Jumbo cup in reconstruction of acetabular bone defect in revision of artificial hip joint
Feng-Zhen LI ; Wen-Teng SI ; Ai-Li TIAN ; Yu ZHOU ; Ming-Wei CHEN
China Journal of Orthopaedics and Traumatology 2024;37(5):464-469
Objective To investigate the application effect and imaging changes of metal cushion block combined with Jumbo cup in the reconstruction of acetabular bone defect after revision of artificial hip joint.Methods Retrospective analysis was made on the clinical data of 83 patients who underwent revision acetabular bone defect reconstruction of the artificial hip joint in our hospital from September 2019 to October 2021.They were divided into group A and group B according to different surgical methods.There were 42 patients in group A,including 26 males and 16 females,aged from 44 to 72 years old with an average of(60.57±4.62)years,who underwent revision with metal cushion block and Jumbo cup.There were 41 patients in group B,including 22 males and 19 females,aged from 42 to 71 years old with an average of(58.74±4.25)years,who under-went revision with metal cushion block and bone cement mortar cup.The operation related indexes,Harris hip function score and visual analogue scale(VAS)of pain before operation,1 month and 12 month after operation were compared between two groups.The results of X-ray imaging examination(hip rotation center height,acetabular abduction angle,femoral eccentricity and imaging standard qualification rate)before and 12 month after operation were evaluated,and the incidence of complica-tions was compared between two groups.Results There was no significant difference in operation time,intraoperative bleeding volume and postoperative drainage volume between two groups(P>0.05).Both groups were followed up for 12 to 36 months with an average of(25.36±3.59)months.The scores of pain,function,deformity and Harris'total score in the two groups at 1 month after operation were higher than those before operation(P<0.05),and the scores of pain,function,deformity,joint activ-ity and Harris'total score in two groups at 1 year after operation were higher than those before operation and 1 month after op-eration(P<0.05),and the above scores in group A were higher than those in group B at 1 year after operation(P<0.05).The VAS of two groups decreased successively at 1 month and 1 year after operation(P<0.05),but there was no significant differ-ence in both groups at each time point(P>0.05).The femoral eccentricity increased in both groups at 1 year after operation(P<0.05),and group A was higher than group B(P<0.05).The height of rotation center and acetabular abduction angle de-creased in both groups at 1 year after operation(P<0.05),and the height of rotation center in group A was lower than that in group B(P<0.05),but there was no significant difference in acetabular abduction angle between two groups(P>0.05).The imaging qualification rate of group A was higher than that of group B(P<0.05).There was no significant difference in the inci-dence of adverse reactions between two groups(P>0.05).Conclusion Metal cushion block combined with Jumbo cup in the treatment of acetabular bone defects can provide the hip joint function,and restore the hip joint rotation center,femoral eccen-tricity and acetabular abduction angle,with obvious clinical effect.

Result Analysis
Print
Save
E-mail