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
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Sertoli Cell-Only Syndrome/diagnostic imaging*
2.Comparison of 24 h Ambulatory Blood Pressure Control Among Hypertensive Patients in Communities in Different Time Periods and Analysis of Its Influencing Factors.
Xiang HUANG ; Hua-Jie YANG ; Yong-Jun ZHENG ; Yu-Ting LI ; Jie-Zhen FENG ; Hao-Xiang WANG ; Ling WANG
Acta Academiae Medicinae Sinicae 2025;47(5):811-821
Objective To assess the blood pressure control and its influencing factors among hypertensive patients in communities in different time periods by 24 h ambulatory blood pressure monitoring(24 h ABPM)and provide reference for optimizing the health management services for hypertension in communities. Methods A total of 765 hypertensive patients registered in the hypertension management project of national essential public health services in Sanxiang Town,Zhongshan City from October 2022 to September 2023 were identified as target subjects.The 24 h ABPM devices were distributed for blood pressure monitoring and a questionnaire survey was conducted to analyze the influencing factors of blood pressure control. Results Of all the participants,16.5% did not monitor blood pressure regularly,and 59.2% monitored blood pressure 1-2 times per week.The patients who were not on night shifts/staying up late had higher mean rates of achieving the target blood pressure and the circadian rhythm of blood pressure during 24 h,nighttime,and early morning than those who were on night shifts/staying up late(all P<0.05).The patients who never drank alcohol had higher rate of achieving the target blood pressure in early morning than those who drank alcohol(P=0.012).The average blood pressure during daytime,nighttime,and 24 h were different by sex(all P<0.05).The average blood pressure during nighttime was different by age and job types(all P<0.05).The average blood pressure during daytime,nighttime,and 24 h were different in patients with different body weight types(all P<0.05).The results of the multivariate logistic regression analysis showed that uncontrolled blood pressure during daytime was more likely to occur in male patients(OR=1.394,95%CI=1.045-1.858,P=0.024),and that during nighttime was more likely to be associated with male patients(OR=1.573,95%CI=1.088-2.275,P=0.016)and night shifts(OR=2.467,95%CI=1.198-5.077,P=0.014).It was difficult to achieve blood pressure control in early morning for the patients who drank alcohol for more than three times per week(OR=4.567,95%CI=1.629-12.807,P=0.004),woke up at night(OR=1.800,95%CI=1.125-2.878,P=0.014),and had night shifts(OR=1.579,95%CI=1.102-2.465,P=0.044).The patients on night shifts were more likely to have abnormal circadian rhythm of blood pressure(OR=1.753,95%CI:1.018-3.018,P=0.043). Conclusions The personal characteristics and lifestyle of hypertensive patients significantly affect the blood pressure control in different time periods(daytime,nighttime,and early morning)and the circadian rhythm of blood pressure.The family doctor team of community healthcare institutions can implement targeted and precise intervention measures for hypertensive patients according to the influencing factors of blood pressure control in different time periods,so as to achieve better management effects.
Humans
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Blood Pressure Monitoring, Ambulatory
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Hypertension/physiopathology*
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Male
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Female
;
Middle Aged
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Circadian Rhythm
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Blood Pressure
;
Surveys and Questionnaires
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Adult
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Aged
;
Time Factors
3.Research Status and Prospects of Non-Traumatic Fat Embolism in Forensic Medicine.
Meng-Zhen ZHANG ; Yun-le MENG ; Hao-Sen LING ; Shen HUANG ; Qi MIAO ; Yan-Lin ZHANG ; Xing-An YANG ; Dong-Ri LI
Journal of Forensic Medicine 2022;38(2):263-266
In the practice of forensic pathology, fat embolism is one of the common causes of death, which can be divided into two categories: traumatic and non-traumatic. Non-traumatic fat embolism refers to the blockage of small blood vessels by fat droplets in the circulatory blood flow caused by non-traumatic factors such as underlying diseases, stress, poisoning and lipid metabolism disorders. At present, it is believed that the production of non-traumatic fat embolism is related to the disturbance of lipid metabolism, C-reactive protein-related cascade reaction, the agglutination of chylomicron and very low-density lipoprotein. The forensic identification of the cause of death of non-traumatic fat embolism is mainly based on the case, systematic autopsy, HE staining and fat staining, but it is often missed or misdiagnosed by forensic examiners because of its unknown risk factors, hidden onset, the difficulty of HE staining observation and irregular implementation of fat staining. In view of the lack of attention to non-traumatic fat embolism in forensic identification, this paper reviews the concepts, pathophysiological mechanism, research progress, existing problems and countermeasures of non-traumatic fat embolism, providing reference for forensic scholars.
Autopsy
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Embolism, Fat/pathology*
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Forensic Medicine
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Forensic Pathology
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Humans
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Pulmonary Embolism/pathology*
4.The Effect of Morphine On Tumor Growth of Melanoma And The Immunotherapy Efficacy
Pei-zhang LIANG ; Hao-qian ZHU ; Xiao-min ZHANG ; Hao CHEN ; Ling-zhi WANG
Journal of Sun Yat-sen University(Medical Sciences) 2022;43(6):938-945
ObjectiveTo study the effect of morphine on the function of CD8+ T cells, tumor growth of melanoma and immunotherapy efficacy of PD-1. MethodIsolated CD8+ T cells were activated in vitro and stimulated with different concentrations of morphine. Flow cytometry was used to analyze the percentage of activated CD8+ T cell and the secretion of IFN+. Female C57/BL6 mice were inoculated with mouse melanoma tumor cells. On day 7 after inoculation, middle dose of morphine was injected intraperitoneally and the tumor volume was recorded. The tumor growth curve and survival curve of mice were plotted. Female C57/BL6 mice were inoculated with mouse melanoma tumor cells and were intraperitoneally treated with 200ug PD-1 antibody for 3 times continuously. Meanwhile, middle dose of morphine was injected intraperitoneally and tumor volume was measured. The tumor growth curve and survival curve of the mice were plotted. ResultsCompared with control group , middle and high doses of morphine significantly inhibited the activation of CD8+ T cells and the secretion of IFN+(P<0.05); middle doses of morphine also promoted tumor growth (P<0.01) and shortened the survival time of tumor bearing mice. Combined treatment with PD-1 antibody, morphine significantly increased tumor growth(P<0.01) and shortened the survival time of bearing tumor mice. ConclusionsMorphine promote tumor growth and antagonize the efficacy of PD-1 immunotherapy. These effects may be related to the inhibition of morphine on the activation and function of CD8+ T cells.
5.Clinical outcomes of opening coronary chronic total occlusion lesions with the assistance of BridgePoint devices.
Gen Rui CHEN ; Hao Kao GAO ; Qiong WANG ; Fei LI ; Yan LI ; Kun LIAN ; Mao Sen YANG ; Ling TAO ; Cheng Xiang LI
Chinese Journal of Cardiology 2020;48(3):236-243
Objective: To investigate the safety, efficacy and prognosis of antegrade dissection re-entry (ADR) with the assistance of BridgePoint devices in opening coronary chronic total occlusion (CTO). Methods: A total of 87 consecutive patients, who underwent percutaneous coronary intervention using BridgePoint devices from April 2016 to December 2018 in Xijing Hospital, were included in this study. General information of the selected patients, features of CTO lesions and intraoperative parameters were recorded. Short-term outcomes including technical success rate (defined as achieving TIMI 3 blood flow with residual stenosis<30%), surgical success rate (defined as no major adverse cardiovascular events (MACE) occured while hospitalized), complications, and MACE during hospitalization were observed. MACE included death, recurrent myocardial infarction, target vascular reconstruction (TVR) and cardiac tamponade. Patients were followed up by outpatient or telephone visits at 30 days and 6, 12, 24 and 36 months after discharge. Results: Eighty-seven patients, aged (61±10) years with J-CTO scores (2.49±0.52) were included, and 75(86%) were male. Six patients underwent direct ADR with BridgePoint system, and all were successful. Eighty-one patients underwent rescue ADR using BridgePoint devices, and 62 of them were successful. The success rate of ADR with BridgePoint devices was 78.2% (68/87). Nine out of the 19 failed cases succeeded after the application of rescue antegrade/retrograde technique. The technical success rate was 88.5% (77/87). Coronary perforation occurred in 2 cases (2.3%), one case was treated with covered stent and the other case with tamponade was treated with pericardiocentesis. One patient developed periprocedural myocardial infarction, and one patient suffered from sudden death, and one patient had cardiac tamponade. In-hospital MACE occurred in 3 (3.4%) patients. The surgical success rate was 85.1% (74/87).The procedure time was (175±72)minutes and the amount of contrast used was (449±155)ml. During a follow-up of 17(11, 26) months, the incidence of MACE within 30 days was 4.7% (4/86), while 10.5% (9/86) within 6 months, 17.4% (15/86) within 17 months. Conclusion: Opening CTO with the assistance of BridgePoint devices is feasible and safe, with high success rate and satisfactory outcome.
Aged
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Chronic Disease
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Coronary Angiography
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Coronary Occlusion
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Humans
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Male
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Middle Aged
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Percutaneous Coronary Intervention
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Risk Factors
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Time Factors
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Treatment Outcome
6.Efficacy analysis of the radiotherapy and chemotherapy in patients with stage Ⅳ esophageal squamous carcinoma: a multicenter retrospective study of Jing-Jin-Ji Esophageal and Esophagogastric Cancer Radiotherapy Oncology Group (3JECROG R-01F)
Miaomiao HU ; Qianqian YUAN ; Xusheng ZHANG ; Sen YANG ; Xin WANG ; Lan WANG ; Junqiang CHEN ; Wencheng ZHANG ; Xiaomin WANG ; Xiaolin GE ; Wenbin SHEN ; Yonggang XU ; Chongli HAO ; Zhiguo ZHOU ; Shuai QIE ; Na LU ; Qingsong PANG ; Yidian ZHAO ; Xinchen SUN ; Gaofeng LI ; Ling LI ; Xueying QIAO ; Miaoling LIU ; Yadi WANG ; Chen LI ; Shuchai ZHU ; Chun HAN ; Kaixian ZHANG ; Zefen XIAO
Chinese Journal of Oncology 2020;42(8):676-681
Objective:To evaluate the survival and prognostic factors of radiotherapy in patient with Ⅳ stage esophageal squamous carcinoma treated with radiation or chemoradiation.Methods:The medical records of 608 patients with stage Ⅳ esophageal squamous cell carcinoma who met the inclusion criteria in 10 medical centers in China from 2002 to 2016 were retrospectively analyzed. The overall survival and prognostic factors of all patients at 1, 3 and 5 years were analyzed.Results:The 1-, 3-, 5- year overall survival (OS) rates was 66.7%, 29.5% and 24.3% in stage ⅣA patients, and 58.8%, 29.0% and 23.5% in stage ⅣB patients. There was no statistical difference between the two groups ( P=0.255). Univariate analysis demonstrated that the length of lesion, treatment plan, planned tumor target volume (PGTV) dose, subsequent chemotherapy, and degrees of anemia, radiation esophagitis, radiation pneumonia were related to the prognoses of patients with Ⅳ stage esophageal carcinomas after radiotherapy and chemotherapy ( P<0.05). Multivariate analysis demonstrated that PGTV dose ( OR=0.693, P=0.004), radiation esophagitis ( OR=0.867, P=0.038), and radiation pneumonia ( OR=1.181, P=0.004) were independent prognostic factors for OS. Conclusions:For patients with stage Ⅳ esophageal squamous cell carcinoma, chemoradiotherapy followed by sequential chemotherapy is recommended, which can extend the total survival and improve the prognosis of the patients. PGTV dose more than 60 Gy has better efficacy.
7.Efficacy analysis of the radiotherapy and chemotherapy in patients with stage Ⅳ esophageal squamous carcinoma: a multicenter retrospective study of Jing-Jin-Ji Esophageal and Esophagogastric Cancer Radiotherapy Oncology Group (3JECROG R-01F)
Miaomiao HU ; Qianqian YUAN ; Xusheng ZHANG ; Sen YANG ; Xin WANG ; Lan WANG ; Junqiang CHEN ; Wencheng ZHANG ; Xiaomin WANG ; Xiaolin GE ; Wenbin SHEN ; Yonggang XU ; Chongli HAO ; Zhiguo ZHOU ; Shuai QIE ; Na LU ; Qingsong PANG ; Yidian ZHAO ; Xinchen SUN ; Gaofeng LI ; Ling LI ; Xueying QIAO ; Miaoling LIU ; Yadi WANG ; Chen LI ; Shuchai ZHU ; Chun HAN ; Kaixian ZHANG ; Zefen XIAO
Chinese Journal of Oncology 2020;42(8):676-681
Objective:To evaluate the survival and prognostic factors of radiotherapy in patient with Ⅳ stage esophageal squamous carcinoma treated with radiation or chemoradiation.Methods:The medical records of 608 patients with stage Ⅳ esophageal squamous cell carcinoma who met the inclusion criteria in 10 medical centers in China from 2002 to 2016 were retrospectively analyzed. The overall survival and prognostic factors of all patients at 1, 3 and 5 years were analyzed.Results:The 1-, 3-, 5- year overall survival (OS) rates was 66.7%, 29.5% and 24.3% in stage ⅣA patients, and 58.8%, 29.0% and 23.5% in stage ⅣB patients. There was no statistical difference between the two groups ( P=0.255). Univariate analysis demonstrated that the length of lesion, treatment plan, planned tumor target volume (PGTV) dose, subsequent chemotherapy, and degrees of anemia, radiation esophagitis, radiation pneumonia were related to the prognoses of patients with Ⅳ stage esophageal carcinomas after radiotherapy and chemotherapy ( P<0.05). Multivariate analysis demonstrated that PGTV dose ( OR=0.693, P=0.004), radiation esophagitis ( OR=0.867, P=0.038), and radiation pneumonia ( OR=1.181, P=0.004) were independent prognostic factors for OS. Conclusions:For patients with stage Ⅳ esophageal squamous cell carcinoma, chemoradiotherapy followed by sequential chemotherapy is recommended, which can extend the total survival and improve the prognosis of the patients. PGTV dose more than 60 Gy has better efficacy.
8.Calculation of Likelihood Ratio for Identifying Half Sibling Relationship When Both Biological Mothers Participate.
Xue Ling OU ; Hui Ling LU ; Jian SHEN ; Ning QU ; Hao LIANG
Journal of Forensic Medicine 2019;35(6):662-666
Objective To derive the formulae for likelihood ratio (LR) calculation of half sibling relationships when both mothers participate. Methods Based on the fact that both biological mothers participate in the identification of half sibling relationship between the two individuals, test hypothesis for the identification of half sibling relationship was established. Conditional probability ratios of genetic evidence under null hypothesis and alternative hypothesis conditions were simplified, and then applied to a real case of half sibling relationship identification. At the same time, the LR of half sibling relationships under the assumption that only a single biological mother or none of the biological mothers participate were respectively calculated. Results In the cases of identification of half sibling relationship from same fathers, with no biological father involved, after the same genetic indicator test analysis, when both biological mothers participate in the identification, the accumulated LR value was higher than that of accumulated LR with only a single biological mother or no parents participating. Conclusion When the autosome STR test is used for the identification and analysis of half sibling relationship between two individuals, the calculation of LR is more simple, intuitive and operable with both mothers participating. The biological mothers should participate in the test as much as possible, otherwise the number of STR loci would need to be increased for a more specific conclusion.
Alleles
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Female
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Forensic Genetics
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Genotype
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Humans
;
Likelihood Functions
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Models, Genetic
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Mothers
;
Population Groups
;
Siblings
9. Effect of enterostomy on analgesic pattern in patients with advanced digestive tract cancer
Jiayu LING ; Yanhong LI ; Lixing ZHONG ; Weiwei LI ; Hao LIU ; Yue CAI ; Huabin HU ; Jianwei ZHANG ; Yanhong DENG
Chinese Journal of Gastrointestinal Surgery 2019;22(12):1159-1164
Objective:
To explore the effect of enterostomy on analgesic pattern in advanced digestive tract cancer.
Methods:
A retrospective cohort study was carried out, which was approved by the Ethics Committee of the Sixth Affiliated Hospital of Sun Yat-sen University (E2018026). Inclusion criteria were as follows: (1)age and gender were not limited; (2) all the gastrointestinal malignancies were confirmed histologically, and local recurrence or metastasis were confirmed by CT or MR; (3) numerical rating scale (NRS) ≥4 points, opioid analgesic drugs were required; (4) informed consents were signed by patients of their own. Exclusion criteria were as follows: (1) malignancies of early stage; (2) suspicious adverse mental states which might lead to poor administration compliance; (3) hypersensitivity or allergic reactions to opioids. Clinical data of patients with advanced gastrointestinal cancer receiving comprehensive treatment at the Medical Oncology Department of the Sixth Affiliated Hospital of Sun Yat-sen University from September 2016 to April 2017 were retrospectively collected. The patients were divided into the stoma group and the non-stoma group. The clinical findings of two groups were analyzed, including age, sex, ostomy status, pain location, presence or absence of intestinal obstruction, pain characteristics, selection of opioid analgesic agents, treatment of side effects of analgesics. Pain was assessed using brief pain inventory(BPI) table and NRS score. Strong opioids were prescribed for patients of NRS ≥4. Patients who were intolerant to opioids required opioid titration. The titration drugs included oral or IV morphine and oxycodone. After achievement of adequate pain control, long-acting opioids were administered, which included sustained-release morphine tablets, controlled release oxycodone and transdermal fentanyl. Criteria for pain relief included NRS≤3, breakthrough pain <3 times/day and duration of adequate pain control >3 days. The χ2 test and the Wilcoxon signed rank sum test (nonparametric test) were used to analyze the clinical features of patients in the stoma and non-stomach groups. In order to find the factors associated with maintenance therapy and the use of laxatives, the variables were compared as well as in multivariate analysis with multiple regression models. For all the statistical tests, a value of
10.Line Scanning Quantitative Analysis by Laser Ablation Inductively Coupled Plasma Mass Spectrometry with Small Laser Beam
Ling-Hao ZHAO ; Dong-Yang SUN ; Ming-Yue HU ; Xiu-Chun ZHAN ; Ling-Sen ZENG
Chinese Journal of Analytical Chemistry 2018;46(6):931-937
Line scanning quantitative analysis method on silicate with small laser beam ( < 15 μm) was developed using laser ablation sector field inductively coupled plasma mass spectrometry (LA-SF-ICP-MS). Differences on signal intensity and elemental fractionation induced by different laser sampling patterns were compared. While spot ablation with small laser beam, the elemental signal intensity decreased with time significantly, and the elemental fractionation was obvious. In contrast, the elemental signal intensity by line scanning was higher and more stable and line scanning was free of elemental fractionation. Therefore, identical ablation pattern and condition should be used for the standard and the unknown sample in LA-ICP-MS quantitative analysis. A single pulse experiment was carried out to investigate the washout time when coupled to two-volume ablation cell. The result indicated that the elemental intensity decayed to the background value needed 2-3 s. The optimal parameters on SF-ICP-MS were set to reduce the effect of signal overlapping. Homogeneous sample KL2-G and titanite grains with composition zoning were analyzed by this method. Accurate element contents and element ratios indicated that fast washout time and optimal instrument parameters made it feasible to perform line scanning quantitative analysis accurately. Comparing to traditional microanalysis, line scanning quantitative analysis could reduce the laser beam size (<15 μm) and improve the spatial resolution efficiently. The potential of the technique to unveil compositional complexities in greater detail would help to improve our understanding of geochemical processes in mineral scale.

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