1.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*
2.Expression and Detection Value of 6 Chlamydia Trachomatis Protein Antibodies in Tubal Factor Infertility
Ming-na LIU ; Man-li QI ; Xiao-hong CHEN ; Jin-feng TAN ; Dan ZHANG ; Yu-yan LIU ; Jian-de HAN ; Chun-guang MA
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(1):150-158
ObjectiveTo further study the pathogenic role of different types of Chlamydia trachomatis (CT) proteins in tubal factor infertility, evaluate the clinical detection value of Chlamydia trachomatis protein antibody in predicting tubal factor infertility. MethodsA total of 58 cases of tubal factor infertility (TFI), 41 cases of fertile controls (FC) and 18 cases of infertile controls (IFC) were included. For serum detection, first, CT-IgG ELISA kit was used to detect the expression of CT-IgG in serum of three groups of people; then, 6 kinds of Chlamydia trachomatis proteins were expressed and purified in the early stage to establish the antibody test for these proteins, and ELISA detection method was used to detect the expression of their antibodies in the serum of TFI group, FC group and IFC group, respectively; and finally, the antibody OD value of the 6 kinds of Chlamydia trachomatis proteins in the three groups of subjects were statistically described, and CT-IgG was used as the reference standard to draw the receiver operating characteristic curve (ROC curve) of each CT antibody. The Youden Index determines the cutoff value for each antibody. Taking TFI as the reference class, two disordered multiple classification logistic regression models were established with the FC and IFC groups, respectively; and the reference class was used to explore the value of various antibodies and age in predicting TFI, FC and IFC of Chlamydia trachomatis. The back-off method was used to screen the variables. ResultsThe OD value of CT376 antibody in the TFI group was higher than that in the FC group (0.86 vs. 0.60, P=0.026). The CT376 antibody OD value in the TFI group was higher than that in the IFC group (0.86 vs. 0.64, P=0.026). The CT443 antibody OD value in the IFC group was higher than that in the TFI group (0.59 vs. 0.34, P=0.036) and higher than that in the FC group (0.59 vs. 0.30, P=0.02). The multiple classification logistic regression analysis established between TFI and FC showed that CT-IgG [P<0.001, OR=0.084, 95%CI (0.025, 0.284)], CT376 antibody [P=0.068, OR=0.359, 95%CI (0.120, 1.078)]. CT-IgG is an independent risk factor for tubal infertility, and CT376 antibody cannot be an independent risk factor for tubal infertility. The multiple classification logistic regression analysis established between TFI and IFC showed that among infertile patients, CT-IgG [P<0.05, OR=0.194, 95%CI (0.046, 0.817)], CT376 antibody [P<0.05, OR=0.176, 95%CI (0.038, 0.818)] and CT381 antibody [P<0.05, OR=0.112, 95%CI ( 0.016, 0.796)] were independent risk factors for tubal infertility. ConclusionThe expression of CT376 antibody in tubal infertility patients is higher than that in fertile and infertile controls, suggesting that CT-induced tubal factor infertility may be related to CT376. CT-IgG, and CT376 antibodies are meaningful in predicting CT-induced tubal factor infertility.
3.Clinical Value Evaluation of DR Corneal Suture Ring Localization and CT 3D Reconstruction Localization of Orbital Foreign Body
Li-xu GUO ; Qing-yu CHEN ; Zhao-hui YUAN ; Chong-de LONG ; Shi-huai NIE
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(6):1016-1021
ObjectiveTo investigate the clinical value of DR corneal suture ring localization and CT 3D reconstruction localization of orbital foreign bodies. MethodsRetrospective analysis was performed on patients (51 cases) suspected of ocular foreign bodies admitted to our hospital from January 2016 to December 2020 At the same time, DR corneal suture ring localization and CT three-dimensional reconstruction localization of orbital foreign bodies were performed, and the detection rate of foreign bodies by the two methods was calculated to analyze the location of ocular foreign bodies. ResultsThere were 38 cases of intraorbital foreign body identified by DR corneal suture ring localization method, and 46 cases of intraorbital foreign body identified by CT three-dimensional reconstruction localization method. The accuracy of CT three-dimensional reconstruction localization method was 90.20%, which was higher than that of DR corneal suture ring localization method 74.51% (P<0.05). Intraocular foreign bodies in 23 cases could be distinguished by DR corneal suture ring localization, and 25 cases by CT 3D reconstruction localization. The maximum diameter of intraocular foreign bodies that could be distinguished by CT 3D reconstruction localization was (2.65±0.14) mm. The diameter of intraspherical foreign body was (2.94±0.36) mm (P<0.05) lower than that which could be distinguished by DR corneal suture ring localization method. The results of DR corneal suture ring localization of orbital foreign body showed no difference compared with the results of CT 3D reconstruction localization (P>0.05). Forty cases of high density images inside and outside the eye could be clearly distinguished by CT 3D reconstruction. By using DR corneal suture ring localization method, 23 cases were confirmed to be intraocular high-density shadows, and 15 cases could not be confirmed to be intraocular high-density shadows (P < 0.05). ConclusionsFor the location of intraorbital foreign bodies, CT three-dimensional reconstruction can be used as a conventional method for locating ocular foreign bodies with high resolution and accuracy, and can detect fine metal particles inside the eyeball. Meanwhile, for a few small foreign bodies in the iris root, ciliary body and lateral suspension ligament, it is necessary to locate orbital foreign bodies with DR corneal suture ring.
4.Observational study on perioperative outcomes of pelvic exenteration.
Hao YUAN ; Bing YAO ; Jun Tao LI ; Wen Liang ZHU ; Dong Lin REN ; Hui WANG ; Teng Hui MA ; Shu Qin CHEN ; Jian Jian WU ; Yi Ran TAO ; Lei YE ; Zhong Yang WANG ; Hu QU ; Bo MA ; Wen Wen ZHONG ; De Juan WANG ; Jian Guang QIU
Chinese Journal of Gastrointestinal Surgery 2023;26(3):260-267
Objective: To investigate the surgical indications and perioperative clinical outcomes of pelvic exenteration (PE) for locally advanced, recurrent pelvic malignancies and complex pelvic fistulas. Methods: This was a descriptive study.The indications for performing PE were: (1) locally advanced, recurrent pelvic malignancy or complex pelvic fistula diagnosed preoperatively by imaging and pathological examination of a biopsy; (2)preoperative agreement by a multi-disciplinary team that non-surgical and conventional surgical treatment had failed and PE was required; and (3) findings on intraoperative exploration confirming this conclusion.Contraindications to this surgical procedure comprised cardiac and respiratory dysfunction, poor nutritional status,and mental state too poor to tolerate the procedure.Clinical data of 141 patients who met the above criteria, had undergone PE in the Sixth Affiliated Hospital of Sun Yat-sen University from January 2018 to September 2022, had complete perioperative clinical data, and had given written informed consent to the procedure were collected,and the operation,relevant perioperative variables, postoperative pathological findings (curative resection), and early postoperative complications were analyzed. Results: Of the 141 included patients, 43 (30.5%) had primary malignancies, 61 (43.3%) recurrent malignancies, 28 (19.9%) complex fistulas after radical resection of malignancies,and nine (6.4%)complex fistulas caused by benign disease. There were 79 cases (56.0%) of gastrointestinal tumors, 30 cases (21.3%) of reproductive tumors, 16 cases (11.3%) of urinary tumors, and 7 cases (5.0%) of other tumors such mesenchymal tissue tumors. Among the 104 patients with primary and recurrent malignancies, 15 patients with severe complications of pelvic perineum of advanced tumors were planned to undergo palliative PE surgery for symptom relief after preoperative assessment of multidisciplinary team; the other 89 patients were evaluated for radical PE surgery. All surgeries were successfully completed. Total PE was performed on 73 patients (51.8%),anterior PE on 22 (15.6%),and posterior PE in 46 (32.6%). The median operative time was 576 (453,679) minutes, median intraoperative blood loss 500 (200, 1 200) ml, and median hospital stay 17 (13.0,30.5)days.There were no intraoperative deaths. Of the 89 patients evaluated for radical PE surgery, the radical R0 resection was achieved in 64 (71.9%) of them, R1 resection in 23 (25.8%), and R2 resection in two (2.2%). One or more postoperative complications occurred in 85 cases (60.3%), 32 (22.7%)of which were Clavien-Dindo grade III and above.One patient (0.7%)died during the perioperative period. Conclusion: PE is a valid option for treating locally advanced or recurrent pelvic malignancies and complex pelvic fistulas.
Humans
;
Pelvic Exenteration/methods*
;
Pelvic Neoplasms/surgery*
;
Retrospective Studies
;
Neoplasm Recurrence, Local/surgery*
;
Postoperative Complications
5. Exploration and Practice of "Three-dimensional Teaching Concept Based on FACT" for Biochemistry
De-Hua LAI ; Lian LI ; Guang SHI ; Feng LIU
Chinese Journal of Biochemistry and Molecular Biology 2023;39(11):1650-1658
Biochemistry is one of the basic disciplines of life sciences‚ and plays an important role in the undergraduate teaching of biology. However‚ the biochemistry course system is huge‚ and the knowledge is numerous. How to improve students' interest in learning‚ improve teaching effect‚ and promote course construction are important questions faced by many biochemistry teachers. Here the authors put forward the " three-dimensional teaching concept based on FACT" ‚ and take the biochemistry course construction of the School of Life Sciences‚ Sun Yat-sen University‚ as an example to analyze the connotation and practice of this teaching concept. " Three-dimension" is inspired by the " seemingly identical but actually different" concept of biological chiral molecules‚ which not only reflects the need for universities to carry out course construction based on their own actual situation and seek truth from facts with distinct characteristics‚ but also emphasizes the construction of a multi-dimensional course construction system. The authors will introduce the concept of " three-dimension" in “form” ‚ “angle” ‚ “content” and “team” in an all-round way. Moreover‚ the authors also conduct in-depth analysis from aspects such as teaching methods‚ second classroom‚ knowledge point logic‚ ideological and political education for courses‚ and teaching team construction‚ which has certain reference significance for peer teachers to carry out biochemistry course construction.
6.Design and application of mobile intelligent inventory system for medical equipment
Bu-Qing WANG ; Jing LI ; De-Sen CAO ; Xue-Song WANG ; Bo-Ying ZHANG ; Ying CHEN ; Chong SUN ; Kai-Yuan LI ; Gong-Shang XU
Chinese Medical Equipment Journal 2023;44(11):45-49
Objective To design a mobile intelligent inventory system for medical equipment to solve the problems of medical equipment management in efficiency and accuracy due to manual inventory.Methods A mobile intelligent inventory system for medical equipment was designed with radio frequency identification(RFID)technology,optical character recognition technology and wireless network technology,which was composed of a photo acquisition device,an inventory workstation,a wireless router,a mobile cart,a RFID barcode printer and a mobile power source.The photo acquisition device realized equipment image collection with a photography App in the cell phone or tablet computer;the inventory workstation consisted of an offline inventory system and an equipment nameplate recognition system,which built inventory tasks with Tomcat Web service and identified equipment nameplate information through feature-based learning algorithms;the RFID barcode printer controlled label printing by an offline inventory system embedded into its driver.Results The system developed executed medical equipment inventory and labeling simultaneously,which established electronic file for each piece of equipment to realize accounts corresponding to the equipment accurately.Conclusion The inventory system developed enhances the efficiency of medical equipment inventory,standardizes the flow of medical equipment ledger management and provides support for life-cycle management of medical equipment.[Chinese Medical Equipment Journal,2023,44(11):45-49]
7.Feasibility Analysis and Application of Pediatric Laparoscopy in the Fertility Preservation in Pubertal and Prepubertal Patients with Thalassemia Major
Pan-yu CHEN ; Man-chao LI ; Peng SUN ; Jing-jie LI ; Lu-bin YAN ; Cong FANG ; De-juan WANG ; Xiao-yan LIANG
Journal of Sun Yat-sen University(Medical Sciences) 2022;43(5):764-771
ObjectiveThe purpose of this study is to analyze the intraoperative and postoperative conditions of pediatric laparoscopy in fertility preservation in pubertal and prepubertal patients with β-thalassemia major (TM) and to further explore the prospects of pediatric laparoscopy in fertility preservation surgery. MethodsTotally 13 pubertal and prepubertal patients with β-TM who underwent ovarian tissue cryopreservation (OTC) combined with in vitro maturation (IVM) for fertility preservation through pediatric laparoscopic acquisition of ovarian tissue before hematopoietic stem cell transplantation were analyzed. ResultsAll 13 children underwent laparoscopic unilateral oophorectomy, with an average operative time of (58.31±20.25) minutes and an average intraoperative bleeding of (2.46±1.13) mL. All 13 children had no postoperative complications and an average hospital stay of (3.62±1.33) days. All children had ovarian tissue available for cryopreservation; the average pieces of ovarian tissue frozen was 7.77±2.31. Eleven of them also had mature oocytes available for cryopreservation; the average number of oocytes frozen was 4.92±4.27. ConclusionPediatric laparoscopic is a safe and effective fertility-preserving procedure that can be strongly promoted in pubertal and prepubertal patients with β-TM.
8.Effect of Huangqisan Pellets on PI3K/Akt/mTOR Signaling Pathway and Autophagy in Kidney of Diabetic Nephropathy Rats
Bei-feng LIE ; Fang CHENG ; Ting-ting DUAN ; Min-yi LI ; De-qi CHEN
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(7):11-17
ObjectiveTo investigate the effect of Huangqisan pellets (HQS) on the phosphatidylinositol-3 kinase/protein kinase B/mammalian target of rapamycin (PI3K/Akt/mTOR) signaling pathway and autophagy in the kidney of diabetic nephropathy (DN) rats. MethodDN rat model was established through high-fat diet combined with intraperitoneal injection of streptozotocin (35 mg·kg-1). DN rats were randomly assigned into model group, irbesartan (0.027 g·kg-1) group, low-dose HQS (0.54 g·kg-1) group and high-dose HQS (1.08 g·kg-1) group. The levels of 24 h urinary total protein (UTP), serum albumin (Alb), serum creatinine (SCr), urea nitrogen (BUN), triglyceride (TG) and total cholesterol (TC) were measured after 12 weeks of continuous administration. The pathological changes of renal tissue were observed via hematoxylin-eosin (HE) staining. The expression of podocyte split diaphragm proteins nephrin and podocin in the renal tissue were detected by immunohistochemistry. The protein levels and phosphorylation of key proteins in PI3K/Akt/mTOR signaling pathway, as well as the expression of yeast Atg6 homolog (Beclin1) and microtubule-associated protein 1 light chain 3 (LC3) in the renal tissue were analyzed by Western blot. ResultCompared with the control group, the model group showcased increased 24 h UTP, SCr, BUN, TG, and TC levels and decreased Alb level (P<0.01). After modeling, the rats showed granulosity of epithelial cells of renal tubules, thickening of capillary basement membrane, proliferation of mesangial cells, and sclerosis of glomerulus. Furthermore, modeling down-regulated the expression of nephrin and podocin in the podocyte hiatus of glomerulus (P<0.01) as well as the protein levels of p-PI3K, p-Akt, and p-mTOR and the autophagy markers LC3 and Beclin1 in renal tissue (P<0.01). Compared with model group, irbesartan and HQS decreased the 24 h UTP, Cr, BUN, TG, and TC levels, increased the Alb level, and alleviated the pathological damage of kidney. Moreover, they up-regulated the expression of Nephrin and Podocin in the podocyte hiatus of glomerulus, as well as the protein levels of p-PI3K, p-Akt, p-mTOR, LC3, and Beclin1 in renal tissue (P<0.05, P<0.01). ConclusionHQS may inhibit the PI3K/Akt/mTOR signaling pathway to enhance podocyte autophagy and protect the glomerulus, thus slowing down the development of DN.
9.Enterostomy based on abdominal wall tension and fascial locking: a theory of preventing stoma complications and parahernia.
Lin WANG ; Yu Zhou ZHAO ; Yong Bin DING ; Jia Gang HAN ; Jun Jun MA ; Yong You WU ; Xin WANG ; Teng Hui MA ; Jie ZHANG ; Zi Yu LI ; Zhao De BU ; Xiang Qian SU ; Aiwen WU
Chinese Journal of Gastrointestinal Surgery 2022;25(11):1025-1028
No consensus on standardized technique of enterostomy creation has been made meanwhile high heterogeneity of surgical procedure exists in 'stoma creation' chapters of textbooks or atlases of colorectal surgery. The present article reviews the anatomy of tendinous aponeurotic fibers which is crucial for abdominal wall tension and integrity. Through empirical practice we hypothesize a procedure of enterostomy creation basied on abdominal wall tension plus anchor suture for fascia fixation which could theoretically decrease short-term stoma complication rates and long-term parastomal hernia rates. Surgical techniques are as followed: (1) preoperative stoma site mark for de-functioning ileostomy should be positioned at the lateral border of rectus abdominis muscle (RAM) to decrease the difficulty of stoma reversal and for permanent colostomy should be placed overlying the RAM to promote adhesion; (2)Optimal circular removal or lineal opening of skin, and avoid dissection of subcutaneous tissue; (3) Lineal dissection of natural strong fascia (rectus sheath) at stoma site and blunt separation of muscular fibers. The tunnel of the fascia should be made with appropriate size without undue tension. To prevent the formation of dead space, additional suturing at fascia layer is unnecessary. (4) Anchor suture for fascia fixation at two ends of fascia opening could be considered to avoid delayed fascia disruption and parastomal hernia. (5) After pull-through of ileum or colon loop, 4-8 interrupted seromuscular sutures could be placed to attach loop to skin. For ileostomy, self-eversion of mucosa can be successful in vast majority of cases and a Brooke ileostomy is not necessary. The efficacy and safety of this procedure should be tested in future trials.
Humans
;
Abdominal Wall/surgery*
;
Surgical Stomas/adverse effects*
;
Enterostomy
;
Incisional Hernia
;
Fascia
10.Bendamustine treatment of Chinese patients with relapsed indolent non-Hodgkin lymphoma: a multicenter, open-label, single-arm, phase 3 study.
Yuan-Kai SHI ; Xiao-Nan HONG ; Jian-Liang YANG ; Wei XU ; Hui-Qiang HUANG ; Xiu-Bin XIAO ; Jun ZHU ; Dao-Bin ZHOU ; Xiao-Hong HAN ; Jian-Qiu WU ; Ming-Zhi ZHANG ; Jie JIN ; Xiao-Yan KE ; Wei LI ; De-Pei WU ; Shen-Miao YANG ; Xin DU ; Yong-Qian JIA ; Ai-Chun LIU ; Dai-Hong LIU ; Zhi-Xiang SHEN ; Lian-Sheng ZHANG ; Leonard JAMES ; Edward HELLRIEGEL
Chinese Medical Journal 2021;134(11):1299-1309
BACKGROUND:
Bendamustine was approved in China on May 26th, 2019 by the National Medical Product Administration for the treatment of indolent B-cell non-Hodgkin lymphoma (NHL). The current study was the registration trial and the first reported evaluation of the efficacy, safety, and pharmacokinetics of bendamustine in Chinese adult patients with indolent B-cell NHL following relapse after chemotherapy and rituximab treatment.
METHODS:
This was a prospective, multicenter, open-label, single-arm, phase 3 study (NCT01596621; C18083/3076) with a 2-year follow-up period. Eligible patients received bendamustine hydrochloride 120 mg/m2 infused intravenously on days 1 and 2 of each 21-day treatment cycle for at least six planned cycles (and up to eight cycles). The primary endpoint was the overall response rate (ORR); and secondary endpoints were duration of response (DoR), progression-free survival (PFS), safety, and pharmacokinetics. Patients were classified according to their best overall response after initiation of therapy. Proportions of patients in each response category (complete response [CR], partial response [PR], stable disease, or progressive disease) were summarized along with a two-sided binomial exact 95% confidence intervals (CIs) for the ORR.
RESULTS:
A total of 102 patients were enrolled from 20 centers between August 6th, 2012, and June 18th, 2015. At the time of the primary analysis, the ORR was 73% (95% CI: 63%-81%) per Independent Review Committee (IRC) including 19% CR and 54% PR. With the follow-up period, the median DoR was 16.2 months by IRC and 13.4 months by investigator assessment; the median PFS was 18.6 months and 15.3 months, respectively. The most common non-hematologic adverse events (AEs) were gastrointestinal toxicity, pyrexia, and rash. Grade 3/4 neutropenia was reported in 76% of patients. Serious AEs were reported in 29 patients and five patients died during the study. Pharmacokinetic analysis indicated that the characteristics of bendamustine and its metabolites M3 and M4 were generally consistent with those reported for other ethnicities.
CONCLUSION:
Bendamustine is an active and effective therapy in Chinese patients with relapsed, indolent B-cell NHL, with a comparable risk/benefit relationship to that reported in North American patients.
CLINICAL TRIAL REGISTRATION
ClinicalTrials.gov, No. NCT01596621; https://clinicaltrials.gov/ct2/show/NCT01596621.
Adult
;
Antineoplastic Combined Chemotherapy Protocols
;
Bendamustine Hydrochloride/therapeutic use*
;
China
;
Humans
;
Lymphoma, Non-Hodgkin/drug therapy*
;
Neoplasm Recurrence, Local/drug therapy*
;
Prospective Studies
;
Rituximab/therapeutic use*

Result Analysis
Print
Save
E-mail