1.Construction and validation of circadian rhythm genes-related prognostic risk model for lung adenocarcinoma
Yanqi CUI ; Hu ZHAO ; Yawei ZHANG ; Lin NI ; Duohuang LIAN ; Jingrong YANG ; Shixin YE ; Fengfeng XU ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(04):550-558
Objective To explore the relationship between circadian rhythm genes and the occurrence, development, prognosis, and tumor microenvironment (TME) of lung adenocarcinoma (LUAD). Methods The Cancer Genome Atlas data were used to evaluate the expression, copy number variation, and somatic mutation frequency of circadian gene sets in LUAD. Gene ontology, Kyoto encyclopedia of genes and genomes, and gene set enrichment analysis were used to explore the potential mechanisms by which circadian rhythm genes affected LUAD progression. Cox regression, least absolute shrinkage and selection operator regression, support vector machine recursive feature elimination, and random forest screened circadian genes and established prognostic models, and on this basis constructed nomogram to predict patients’ 1-, 3-, and 5-year survival rates. Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves were drawn to evaluate the predictive ability of the model, and the external dataset of GEO further verified the prognostic value of the prediction model. In addition, we evaluated the association of the prognostic model with immune cells and immune checkpoint genes. Single cell RNA sequencing (scRNA-seq) analysis was used to explore the molecular characteristics between prognostically relevant circadian genes and different immune cell populations in TME. Results Differentially expressed circadian rhythm genes were mainly enriched in biological processes related to cGMP-PKG signaling pathway, lipid and atherosclerosis, and JAK-STAT signaling pathway. Seven circadian rhythm genes: LGR4, CDK1, KLF10, ARNTL2, RORA, NPAS2, PTGDS were screened out, and a RiskScore model was established. According to the median RiskScore, samples were divided into a high-risk group and a low-risk group. Compared with patients in the low-risk group, patients in the high-risk group showed a poorer prognosis (P<0.001). Immunological characterization analysis showed that there were differences in the infiltration of multiple immune cells between the low-risk group and high-risk group. Most immune checkpoint genes had higher expression levels in the high-risk group than those in the low-risk group, and RiskScore was positively correlated with the expression of CD276, TNFSF4, PDCD1LG2, CD274, and TNFRSF9, and negatively correlated with the expression of CD40LG and TNFSF15. The scRNA-seq analysis showed that RORA and KLF10 were mainly expressed in natural killer cells. Conclusion The prognostic model based on seven feature circadian rhythm genes has certain predictive value for predicting survival of LUAD patients. Dysregulated expression of circadian genes may regulate the occurrence, progression as well as prognosis of LUAD through affecting TME, which provides a possible direction for finding potential strategies for treating LUAD from the perspective of mechanism by which circadian disorder affects immune cells.
2.Construction of a prognostic prediction model for invasive lung adenocarcinoma based on machine learning
Yanqi CUI ; Jingrong YANG ; Lin NI ; Duohuang LIAN ; Shixin YE ; Yi LIAO ; Jincan ZHANG ; Zhiyong ZENG
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(01):80-86
Objective To determine the prognostic biomarkers and new therapeutic targets of the lung adenocarcinoma (LUAD), based on which to establish a prediction model for the survival of LUAD patients. Methods An integrative analysis was conducted on gene expression and clinicopathologic data of LUAD, which were obtained from the UCSC database. Subsequently, various methods, including screening of differentially expressed genes (DEGs), Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis and Gene Set Enrichment Analysis (GSEA), were employed to analyze the data. Cox regression and least absolute shrinkage and selection operator (LASSO) regression were used to establish an assessment model. Based on this model, we constructed a nomogram to predict the probable survival of LUAD patients at different time points (1-year, 2-year, 3-year, 5-year, and 10-year). Finally, we evaluated the predictive ability of our model using Kaplan-Meier survival curves, receiver operating characteristic (ROC) curves, and time-dependent ROC curves. The validation group further verified the prognostic value of the model. Results The different-grade pathological subtypes' DEGs were mainly enriched in biological processes such as metabolism of xenobiotics by cytochrome P450, natural killer cell-mediated cytotoxicity, antigen processing and presentation, and regulation of enzyme activity, which were closely related to tumor development. Through Cox regression and LASSO regression, we constructed a reliable prediction model consisting of a five-gene panel (MELTF, MAGEA1, FGF19, DKK4, C14ORF105). The model demonstrated excellent specificity and sensitivity in ROC curves, with an area under the curve (AUC) of 0.675. The time-dependent ROC analysis revealed AUC values of 0.893, 0.713, and 0.632 for 1-year, 3-year, and 5-year survival, respectively. The advantage of the model was also verified in the validation group. Additionally, we developed a nomogram that accurately predicted survival, as demonstrated by calibration curves and C-index. Conclusion We have developed a prognostic prediction model for LUAD consisting of five genes. This novel approach offers clinical practitioners a personalized tool for making informed decisions regarding the prognosis of their patients.
3.Study on the Mechanism of Malt Alcoholic Extract in the Treatment of Depression Induced by Chronic Unpredictable Mild Stress in Rats Based on Intestinal Flora
Yindan XIANG ; Ping NI ; Mengjuan TAO ; Tianhang LI ; Yujie ZHOU ; Huilan XU ; Bin WANG ; Qingyuan ZENG ; Yonggang CHEN
Herald of Medicine 2025;44(8):1199-1207
Objective To explore the mechanism of malt alcohol extract improving depression-like behavior induced by CUMS in rats by regulating gut microbiota.Methods The depression model of rats was established using an 8-weeks CUMS procedure,and the administration group was given low(59.6 mg·kg-1)and high(178.8 mg·kg-1)doses of malt alcohol extract,respectively.The depression-like behavior of rats was evaluated by classic behavioral test.The composition of intestinal microbiota of rats was analyzed by 16S rRNA sequencing.The morphological changes of colon were observed by hematoxylin and eosin(HE),the expression of ZO-1 and Occludin in colon was detected by immunofluorescence(IF),and the expression of IL-10,IL-1βand 5-HT were detected by ELISA.Results The low dose of malt alcohol extract attenuated the depressive behavior and restored the expression of 5-HT in the brain of CUMS rats.16S rRNA sequencing results showed that the diversity and relative abundance of gut microbiota changed after treatment with the low dose of malt alcohol extract.ELISA results showed that the low dose of malt alcohol extract significantly reversed the CUMS-induced reduction of IL-10 and elevation of IL-1 β.HE results showed that the low dose of malt alcohol extract significantly ameliorated CUMS-induced structural damage in colon.IF results showed increased protain expression of intestinal epithelial barrier tight junction proteins ZO-1 and Occludin by the low dose of malt alcohol extract.Conclusion The low dose of malt alcohol extract can ameliorate CUMS-induced depressive-like behavior in rats by modulating intestinal flora,restoring 5-HT expression in the brain,inhibiting inflammation,and repairing the intestinal barrier.
4.Clinicopathological,immunophenotypic,and HPV infection status analysis of cer-vical carcinoma with adenoid cystic carcinoma-like features
Xiangchao MENG ; Yingmei WANG ; Xuan LI ; Wenjing NI ; Yang QIN ; Hong XU ; Shujun ZENG ; Jing ZHANG
Chinese Journal of Clinical and Experimental Pathology 2025;41(4):432-437,443
Purpose To investigate the clinicopathological characteristics,immunophenotype,high-risk human papillomavirus(hrHPV)infection status,treatment,and prognosis of cervical carcinoma exhibiting adenoid cystic car-cinoma(ACC)features.Methods Clinical data from 10 cases of cervical cancer with ACC features were collected.A retrospective analysis was proformed on the patients'clinicopathological data,histological features,and immunopheno-type(EnVision method),along with in situ hybridization detection of hrHPV E6/E7 mRNA covering 18 hrHPV types.Results The median age of the patients was 67.5 years,comprising 4 biopsy specimens and 6 surgical specimens.Except for 2 cases detected incidentally during physical examination,the remaining 8 cases presented with unexplained vaginal bleeding or contact bleeding.The mean tumor diameter was 4.5 cm(range:2.5 to 9.0 cm),and tumor stages were available for 8 patients(5 cases in stage Ⅰ and 1 case each in stages Ⅱ,Ⅲ,and Ⅳ).The follow-up period was 8 to 42 months,excluding 1 case lost to follow-up,2 cases(Ⅲ C1 and ⅣB)died within 1 year after surgery.Histologi-cally,4 cases exhibited pure ACC morphology,while 5 cases were mixed carcinomas(combined with squamous cell carcinoma,adenoid basal cell carcinoma,high-grade neuroendocrine carcinoma,or carcinosarcoma,respectively).The characteristic ACC morphology manifested as cribriform,pseudo-glandular,tubular,trabecular,and/or solid pat-terns with one case mixed carcinoma's lymph node metastasis showing only ACC morphology.Immunohistochemically,all 10 tumors exhibited diffuse strong positivity for p16 and p63,a high Ki67 proliferation index(40%to 90%),and wild-type p53 expression,and in 50%of cases,only a minority of cells were positive for c-MYB.Additionally,SOX10 was positive in 8 of 9 cases and CD117 was positive in 7 of 10 cases,respectively.In situ hybridization for hrHPV E6/E7 mRNA confirmed the presence of transcriptionally active HPV infection in all cases.Conclusion Cervical cancer with ACC features is rare,and predominantly occurs in postmenopausal elderly women.It represents an HPV-associat-ed high-grade carcinoma in which clinical stage is a critical prognostic factor.Immunohistochemical staining for CD117 and SOX10 aids in the pathological diagnosis of this tumor type.
5.Clinicopathological,immunophenotypic,and HPV infection status analysis of cer-vical carcinoma with adenoid cystic carcinoma-like features
Xiangchao MENG ; Yingmei WANG ; Xuan LI ; Wenjing NI ; Yang QIN ; Hong XU ; Shujun ZENG ; Jing ZHANG
Chinese Journal of Clinical and Experimental Pathology 2025;41(4):432-437,443
Purpose To investigate the clinicopathological characteristics,immunophenotype,high-risk human papillomavirus(hrHPV)infection status,treatment,and prognosis of cervical carcinoma exhibiting adenoid cystic car-cinoma(ACC)features.Methods Clinical data from 10 cases of cervical cancer with ACC features were collected.A retrospective analysis was proformed on the patients'clinicopathological data,histological features,and immunopheno-type(EnVision method),along with in situ hybridization detection of hrHPV E6/E7 mRNA covering 18 hrHPV types.Results The median age of the patients was 67.5 years,comprising 4 biopsy specimens and 6 surgical specimens.Except for 2 cases detected incidentally during physical examination,the remaining 8 cases presented with unexplained vaginal bleeding or contact bleeding.The mean tumor diameter was 4.5 cm(range:2.5 to 9.0 cm),and tumor stages were available for 8 patients(5 cases in stage Ⅰ and 1 case each in stages Ⅱ,Ⅲ,and Ⅳ).The follow-up period was 8 to 42 months,excluding 1 case lost to follow-up,2 cases(Ⅲ C1 and ⅣB)died within 1 year after surgery.Histologi-cally,4 cases exhibited pure ACC morphology,while 5 cases were mixed carcinomas(combined with squamous cell carcinoma,adenoid basal cell carcinoma,high-grade neuroendocrine carcinoma,or carcinosarcoma,respectively).The characteristic ACC morphology manifested as cribriform,pseudo-glandular,tubular,trabecular,and/or solid pat-terns with one case mixed carcinoma's lymph node metastasis showing only ACC morphology.Immunohistochemically,all 10 tumors exhibited diffuse strong positivity for p16 and p63,a high Ki67 proliferation index(40%to 90%),and wild-type p53 expression,and in 50%of cases,only a minority of cells were positive for c-MYB.Additionally,SOX10 was positive in 8 of 9 cases and CD117 was positive in 7 of 10 cases,respectively.In situ hybridization for hrHPV E6/E7 mRNA confirmed the presence of transcriptionally active HPV infection in all cases.Conclusion Cervical cancer with ACC features is rare,and predominantly occurs in postmenopausal elderly women.It represents an HPV-associat-ed high-grade carcinoma in which clinical stage is a critical prognostic factor.Immunohistochemical staining for CD117 and SOX10 aids in the pathological diagnosis of this tumor type.
6.Clinical observation of pars plana vitrectomy with internal limiting membrane peeling and gas tamponade for optic disc pit maculopathy
Wei NI ; Xiaoxin LI ; Siyan ZENG ; Haiping LI
Chinese Journal of Ocular Fundus Diseases 2025;41(10):775-779
Objective:To evaluate the clinical efficacy of pars plana vitrectomy (PPV) with internal limiting membrane peeling and gas tamponade in the management of optic disc pit maculopathy (ODP-M).Methods:A retrospective case analysis. From 2002 to 2021, 16 patients (16 eyes) diagnosed with ODP-M at Department of Ophthalmology of Peking University Third Hospital and Eye Center of Peking University People's Hospital were included in the study. All affected eyes underwent best corrected visual acuity (BCVA), intraocular pressure, color fundus photography and optical coherence tomography (OCT) examinations. BCVA assessment was conducted using a standard logarithmic visual acuity chart, and during statistics, it was converted to the logarithmic minimum angle of resolution (logMAR) visual acuity. According to the treatment methods, the affected eyes were divided into the laser treatment group and the surgical treatment group, with 2 and 14 eyes respectively. The affected eyes in the laser treatment group were only given simple laser photocoagulation treatment. All the affected eyes in the surgical treatment group underwent PPV combined with internal limiting membrane peeling and vitreous cavity filling with 16% SF 6. Among them, autologous platelet concentrate (APC) was simultaneously used in 5 eyes. The follow-up period after the operation was 13.5 (3-138) months. The differences in the absorption of subretinal fluid (SRF) and the improvement of BCVA in the macular area between the two groups of affected eyes were compared and observed. The absorption of SRF in the macular area measured by OCT was used as the criterion for judging the effectiveness of treatment. The Mann-Whitney U test was used for comparison between the two groups. Results:In the surgical treatment group, SRF in the macular area was completely absorbed in 14 eyes, and the complete absorption time was 7.0 (2-23) months. In the laser treatment group, SRF was not absorbed in both eyes. The logMAR BCVA of the surgical treatment group before and after the operation was 0.7 (0.3-2.0) and 0.4 (0.1-1.3), and the difference was statistically significant ( Z=2.809, P=0.005). The logMAR BCVA before and after the operation of the eyes with combined APC filling and those without combined APC filling were 0.6 (0.3-1.0) and 0.5 (0.1-0.7), as well as 0.7 (0.3-2.0) and 0.4 (0.2-1.3), respectively. There was no statistically significant difference in logMAR BCVA between the two after surgery ( Z=0.609, P=0.543). Conclusions:PPV combined with internal limiting membrane peeling and gas tamponade can effectively promote the absorption of SRF in the macular area of eyes with ODP-M, achieve anatomical macular restoration, and improve BCVA. Combined APC filling
7.Cutibacterium acnes promotes inflammation in acne by inducing Gasdermin E-mediated pyroptosis in keratinocytes
Fengyuan ZHANG ; Sihan CHEN ; Zizhen ZHOU ; Meng ZHOU ; Rong ZENG ; Xu CHEN ; Ni LIAN ; Min LI
Chinese Journal of Dermatology 2025;58(7):623-629
Objective:To investigate the role of Gasdermin E (GSDME) -mediated keratinocyte pyroptosis induced by Cutibacterium acnes ( C.acnes) in the pathogenesis of acne. Methods:The human immortalized keratinocyte HaCaT cells were stimulated with heat-inactived C.acnes for 15 minutes to 24 hours, and Western blot analysis was performed to determine the expression of cleaved GSDME (GSDME-NT) in HaCaT cells at different time points. Skin tissue samples were collected from 5 acne patients and 4 healthy controls, who visited the Hospital for Skin Diseases, Chinese Academy of Medical Sciences from January 2 to December 1, 2024; additionally, 3 samples of acne cyst contents and 3 samples of normal follicle contents were collected. Immunohistochemical study and Western blot analysis were conducted to determine GSDME-NT expression in the epidermis. Enzyme-linked immunosorbent assay (ELISA) was performed to detect levels of interleukin (IL) -1β and tumor necrosis factor (TNF) -α in acne cyst or normal follicle contents. GSDME-knockdown HaCaT cells were constructed by transfection with lentivirus carrying GSDME-shRNA, and HaCaT cells transfected with lentivirus carrying the nonsense sequence control (NC) served as controls; ELISA was performed to detect the levels of IL-1β and TNF-α in GSDME-knockdown HaCaT cells after C. acnes stimulation ( C. acnes + GSDME knockdown group) , as well as in the phosphate-buffered saline (PBS) + NC group, C. acnes + NC group, and PBS + GSDME knockdown group. Western blot analysis was conducted to determine the GSDME-NT expression in HaCaT cells pretreated with or without retinol after C. acnes stimulation. Results:The cleavage of GSDME in HaCaT cells began at 1 hour after in vitro C. acnes stimulation, and GSDME-NT could be detected at this time. Compared with the control epidermis, the proportion of GSDME-NT-positive HaCaT cells (9.34% ± 2.92% vs. 3.05% ± 1.14%, t = -3.47, P = 0.026) and GSDME-NT protein expression levels ( t = -3.51, P = 0.025) significantly increased in the lesional epidermis of acne patients. The levels of IL-1β and TNF-α were significantly higher in the acne cyst contents than in the normal follicle contents (IL-1β: 1 337.24 [1 182.32, 2 230.61] pg/ml vs. 0.00 [0.00, 108.21] pg/ml, Z = 1.99, P = 0.046; TNF-α: 811.31 [438.26, 817.73] pg/ml vs. 46.67 [12.41, 53.21] pg/ml, Z = 1.96, P = 0.049) . ELISA showed that the levels of IL-1β and TNF-α were significantly higher in the C. acnes + NC group (12.12 ± 3.07 pg/ml, 26.06 ± 1.57 pg/ml, respectively) than in the PBS + NC group (3.73 ± 2.24 pg/ml, 10.14 ± 0.79 pg/ml, P = 0.003, < 0.001, respectively) ; compared with the C. acnes + NC group, the levels of IL-1β and TNF-α significantly decreased in the C. acnes + GSDME knockdown group (3.38 ± 0.93 pg/ml, 12.67 ± 2.10 pg/ml, P = 0.003, < 0.001, respectively) . The GSDME-NT expression was significantly lower in the retinol + C. acnes group than in the C. acnes group ( P = 0.029) . Conclusion:C. acnes may induce GSDME-mediated pyroptosis in keratinocytes, thereby promoting the release of inflammatory factors and aggravating the inflammatory response in acne, while retinol may be able to inhibit this process.
8.Study on the Mechanism of Malt Alcoholic Extract in the Treatment of Depression Induced by Chronic Unpredictable Mild Stress in Rats Based on Intestinal Flora
Yindan XIANG ; Ping NI ; Mengjuan TAO ; Tianhang LI ; Yujie ZHOU ; Huilan XU ; Bin WANG ; Qingyuan ZENG ; Yonggang CHEN
Herald of Medicine 2025;44(8):1199-1207
Objective To explore the mechanism of malt alcohol extract improving depression-like behavior induced by CUMS in rats by regulating gut microbiota.Methods The depression model of rats was established using an 8-weeks CUMS procedure,and the administration group was given low(59.6 mg·kg-1)and high(178.8 mg·kg-1)doses of malt alcohol extract,respectively.The depression-like behavior of rats was evaluated by classic behavioral test.The composition of intestinal microbiota of rats was analyzed by 16S rRNA sequencing.The morphological changes of colon were observed by hematoxylin and eosin(HE),the expression of ZO-1 and Occludin in colon was detected by immunofluorescence(IF),and the expression of IL-10,IL-1βand 5-HT were detected by ELISA.Results The low dose of malt alcohol extract attenuated the depressive behavior and restored the expression of 5-HT in the brain of CUMS rats.16S rRNA sequencing results showed that the diversity and relative abundance of gut microbiota changed after treatment with the low dose of malt alcohol extract.ELISA results showed that the low dose of malt alcohol extract significantly reversed the CUMS-induced reduction of IL-10 and elevation of IL-1 β.HE results showed that the low dose of malt alcohol extract significantly ameliorated CUMS-induced structural damage in colon.IF results showed increased protain expression of intestinal epithelial barrier tight junction proteins ZO-1 and Occludin by the low dose of malt alcohol extract.Conclusion The low dose of malt alcohol extract can ameliorate CUMS-induced depressive-like behavior in rats by modulating intestinal flora,restoring 5-HT expression in the brain,inhibiting inflammation,and repairing the intestinal barrier.
9.Analysis of the difference in CT radiation dose between children's specialized hospitals and general hospitals
Shoulong YANG ; Chunxu LIU ; Yang NI ; Yan LIU ; Jimian ZHANG ; Qiang ZENG
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(2):117-122
Objective:To analyze the differences in pediatric CT radiation dose and scanning parameter Settings between children's specialized hospitals and general hospitals, and to provide reference for the optimization strategy of pediatric CT radiation dose.Methods:From July to August 2022, a stratified sampling method was used to select 7 comprehensive hospitals and 2 children's hospitals in Tianjin, and on-site survey was conducted to collect the dose data of children's head, chest, and abdomen and pelvic CT examinations in these hospitals. The Wilcoxon rank sum test was used to analyze the differences in CTDI vol and DLP of the same age group and examination site among different types of hospitals, and the stepwise regression analysis method was used to analyze the effects of age, examination site, and scanning parameters on radiation dose CTDI vol and DLP. Results:The CTDI vol and DLP of head (1-<5, 5-<10, 10-<15 years old group), chest (5-<10, 10-<15 years old group) and abdomen (1-<5, 5-<10, 10-<15 years old group) in children's specialized hospitals were lower than those in general hospitals (head, 1-<5, 5-<10, 10-<15 years old group, CTDI vol: Z=-9.32, -6.17, -9.86, P<0.001, DLP, Z=-4.41, -4.14, -5.76, P<0.001; chest, 5-<10, 10-<15 years old group, CTDI vol: Z=-3.84, -5.35, P<0.001, DLP, Z=-3.59, -4.63, P<0.001; abdomen, 1-<5、5-<10 and 10-<15 years old group, CTDI vol: Z=-7.88, -7.78, -8.53, P<0.001, DLP, Z=-7.24, -5.92, -3.44, P<0.001). The CT radiation dose in children was positively correlated with age, tube voltage, tube current time product and scan length, and negatively correlated with pitch and hospital type (general hospital and children's hospital) . Conclusion:There are some differences in the CT radiation dose and scanning parameters between children's hospitals and general hospitals. The results indicate that there is still much room for improvement in the optimization of radiation dose in pediatric CT examination.
10.Effects of Hot Night Exposure on Human Semen Quality: A Multicenter Population-Based Study.
Ting Ting DAI ; Ting XU ; Qi Ling WANG ; Hao Bo NI ; Chun Ying SONG ; Yu Shan LI ; Fu Ping LI ; Tian Qing MENG ; Hui Qiang SHENG ; Ling Xi WANG ; Xiao Yan CAI ; Li Na XIAO ; Xiao Lin YU ; Qing Hui ZENG ; Pi GUO ; Xin Zong ZHANG
Biomedical and Environmental Sciences 2025;38(2):178-193
OBJECTIVE:
To explore and quantify the association of hot night exposure during the sperm development period (0-90 lag days) with semen quality.
METHODS:
A total of 6,640 male sperm donors from 6 human sperm banks in China during 2014-2020 were recruited in this multicenter study. Two indices (i.e., hot night excess [HNE] and hot night duration [HND]) were used to estimate the heat intensity and duration during nighttime. Linear mixed models were used to examine the association between hot nights and semen quality parameters.
RESULTS:
The exposure-response relationship revealed that HNE and HND during 0-90 days before semen collection had a significantly inverse association with sperm motility. Specifically, a 1 °C increase in HNE was associated with decreased sperm progressive motility of 0.0090 (95% confidence interval [ CI]: -0.0147, -0.0033) and decreased total motility of 0.0094 (95% CI: -0.0160, -0.0029). HND was significantly associated with reduced sperm progressive motility and total motility of 0.0021 (95% CI: -0.0040, -0.0003) and 0.0023 (95% CI: -0.0043, -0.0002), respectively. Consistent results were observed at different temperature thresholds on hot nights.
CONCLUSION
Our findings highlight the need to mitigate nocturnal heat exposure during spermatogenesis to maintain optimal semen quality.
Humans
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Male
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Semen Analysis
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Adult
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Sperm Motility
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Hot Temperature/adverse effects*
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China
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Middle Aged
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Spermatozoa/physiology*
;
Young Adult

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