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1.
A correlation between serum levels of luteinizing hormone (LH), total testosterone (T), free T and sex-hormone binding globulin (SHBG) in normospermic and in oligospermic male people was done. This study was designed to measure serum levels of these hormones and of SHBG in people living at different altitude environments relative to sea level: at 209-408 meters below (the Jordan Valley, JV) and at 620 meters above (Irbid city, IC). In addition, a clinical awareness study of oligospermia was done in the North of Jordan (IC). Seminal analysis in 287 male people (age range, 18 to 40 years old) during the period between 12/6/1999 and 12/2/2002 showed an oligospermia of 31.4%. Serum levels of LH, total T, free T and SHBG in normospermic subjects in IC were similar to those in normospermic of the JV (3.4 +/- 1.2 vs. 4.0 +/- 1.7 MIU/ml, 19.9 +/- 4.0 vs. 20.4 +/- 5.6 ng/ml, 53.9 +/- 15.6 vs. 47.9 +/- 10.7 pg/ml, 19.5 +/- 3.2 vs. 18.6 +/- 2.16 nmol/l, respectively). Oligospermia was associated with increase in total T at both IC (27.5 +/- 4.6 vs. 19.9 +/- 4.0 ng/ml) and the JV (30.7 +/- 3.4 vs. 20.5 +/- 5.6). The higher serum level of total T in oligospermic people in both IC and the JV was associated with higher levels of SHBG compared to those levels in normospermic subjects. On the other hand, oligospermic subjects have lower serum level of free T than in normospermic males (41.5 +/- 10.0 vs. 53.9 +/- 15.6) only in IC, while in the JV, serum free T level was similar (46.5 +/- 6.1 vs. 47.9 +/- 10.7). Taken together data for both locations, IC and the JV, suggest a clear correlation between total T and SHBG levels in both groups' normospermic and oligospermic subjects. 相似文献
2.
《Prostaglandins, Leukotrienes and Medicine》1982,8(1):55-61
Normospermic, oligospermic and azoospermic semen samples were analysed for prostaglandins of the E groups and for cyclic AMP. The whole procedure was rapidly performed in a nitrogen atmosphere. Higher levels of total PGEs (PGEs+19-hydroxy PGEs) were found in normospermic (135.6 μg /ml) than in either oligospermic or azoospermic semen. The average level of cyclic AMP in normospermic semen (32.0 mmole/ml) did not differ significantly from the test groups, but very low levels were found only in oligo and azoospermic semen. The correlation coefficient between cyclic AMP and total-PGE concentrations was +0.36. The correlation coefficient between cyclic AMP level and percentage of motile sperm cells was +0.56 (p < 0.0005). Patients who were treated for two months with a daily dose of 50mg clomiphene citrate exhibited significant elevation of cyclic AMP in their seminal fluid. This finding suggests that cyclic AMP is important for sperm motility and that the clomiphene effect on human somen may be mediated by cyclic AMP. 相似文献
3.
Selenium status of idiopathic infertile Nigerian males 总被引:1,自引:0,他引:1
Akinloye O Arowojolu AO Shittu OB Adejuwon CA Osotimehin B 《Biological trace element research》2005,104(1):9-18
Selenium concentration in the sera and seminal plasma of 60 infertile males (40 oligospermia and 20 azoospermia) and 40 males
with proven evidence of fertility (normospermia; control group) were estimated using atomic absorption spectrophotometry.
Results were correlated with spermatogram and hormonal levels in order to determine their relationship and significance in
male infertility. The mean serum concentrations of selenium was found to be significantly increased in oligospermic compared
to azoospermic subjects and controls (p<0.01), whereas the seminal plasma level was significantly higher in azoospermic compared to oligospermic subjects and controls
(p<0.001). Thus, the ratio of serum selenium to seminal plasma selenium was 1∶1 in controls, 4∶1 in oligospermia, and 1∶2 in
azoospermic subject.
A significant inverse correlation was observed between serum selenium level and sperm count (p<0.01). Similarly, seminal plasma selenium correlated with spermatozoa motility, viability, and morphology. Serum selenium
level shows positive correlation with the serum testosterone level (p<0.01). In conclusion, there appears to be a physiological balance in the distribution of selenium in serum and seminal plasma
compartment of control males. A disturbance in this balance has a significant influence on spermatogenesis. Selenium appears
to have a positive influence on Leydig cells, thus influencing the secretion of testosterone. 相似文献
4.
L C García Díez J M Gonzalez Buitrago J J Corrales E Battaner J M Miralles 《Journal of reproduction and fertility》1983,67(1):209-214
Hormone concentrations in the serum and seminal plasma of 15 normozoospermic, 17 excretory azoospermic and 14 secretory azoospermic men were measured. The results indicate that: (a) serum FSH and LH levels are markedly elevated in secretory azoospermia, as compared with excretory azoospermia and normozoospermia; (b) serum 17 alpha-hydroxyprogesterone levels are somewhat raised in secretory azoospermia as compared with excretory azoospermia and normozoospermia; (c) serum testosterone levels are lower in both types of azoospermia with respect to normozoospermia; (d) in secretory azoospermia the oestradiol serum levels are relatively high and dihydrotestosterone serum levels relatively low, whereas the serum levels of these hormones in excretory azoospermia are similar to those in normozoospermic men; (e) in the seminal plasma of azoospermic patients the levels of prolactin, progesterone, testosterone, dihydrotestosterone and oestradiol were depressed, but only dihydrotestosterone levels could be of value in differentiating types of azoospermia because they are lower in secretory azoospermia. We suggest that the measurement of FSH, LH, 17 alpha-hydroxyprogesterone, dihydrotestosterone and oestradiol in serum and dihydrotestosterone in seminal plasma may be used in the differential diagnosis between secretory and excretory azoospermia when invasive tests are unavailable. 相似文献
5.
葛少钦 Jeanine Grifin 刘丽华 Kenneth I. Aston Luke Simon Timothy G. Jenkins Benjamin R. Emery Douglas T. Carrell 《遗传》2013,35(5):616-622
男性不育常伴随精子数量减少。Pygo2基因在染色质重塑的伸长精细胞中表达, 其功能受损会导致精子形成阻滞和精子生成减少而引发不育。文章旨在检测引起人特发性少精子症和无精子症的Pygo2基因突变。从77例正常生育力男性和195例特发性少精子症和无精子症患者静脉血提取DNA, 采用聚合酶链式反应-测序方法对Pygo2基因3个蛋白质编码区进行测序对比, 非同义单核苷酸多态性(Single nucleotide polymorphisms, SNPs)位点分别用SIFT、Polyphen-2和 Mutation Taster软件进行诱发蛋白质结构和表型改变的检测和分析。结果表明, 195例患者中, 178例(30例轻度或中度少精子症, 57例重度少精子症和91例无精子症)基因序列分析报告完好, 无精子症中3例患者分别在2个位点(rs61758740, rs141722381)发生了非同义突变SNPs, 重度少精子症中1例患者在位点rs61758741发生了非同义突变, 3个突变位点在SNPs基因数据库都已有报道, 轻度或中度少精子症患者以及正常生育力男性中不存在SNPs。rs61758740可使PYGO2蛋白第141位蛋氨酸(M)变为异亮氨酸(I), rs61758741使PYGO2蛋白第261位碱性赖氨酸(K)变为酸性谷氨酸(E), rs141722381使PYGO2蛋白第240位亲水侧链天冬酰胺(N)变为疏水侧链异亮氨酸(I)。软件分析表明, 在所发现的3个SNP非同义突变位点中, rs141722381引起的单个氨基酸改变会导致PYGO2蛋白空间结构破坏和诱发相关疾病。因此, Pygo2基因蛋白质编码序列区SNPs可能是特发性少精子症和无精子症的诱发因素之一, 导致男性不育。 相似文献
6.
V Santiemma G Tullio F Francavilla S Francavilla M Fazia G Properzi 《Bollettino della Società italiana di biologia sperimentale》1979,55(12):1172-1177
Serum FSH and LH levels in basal conditions and after Gn-RH test were investigated in 15 idiopathic oligozoospermic patients. Basal FSH was significantly higher in oligospermic than in normal subjects and a negative relationship was found between basal FSH and sperm count. Basal LH was not different in oligozoospermic and in normal subjects. Both FSH and LH responses to GN-RH were significantly higher in oligozoospermic patients. In idiopathic oligozoospermia the presence of a testicular defect involving both the seminiferous epithelium and Leydig cells is suggested. 相似文献
7.
Emma Duvilla Isabelle Aknin-Seifer Béatrice Trombert-Paviot Anne Gentil-Perret Jacques Tostain Yves Menezo Jacques Chouteau Jean -Bernard Lamoulliate Rachel Levy 《Andrologie》2006,16(2):143-154
Objectives
The aim of this study was to establish reference values for seminal inhibin B and AMH concentrations in patients with normal and abnormal sperm parameters. Preliminary analysis was performed to evaluate the predictive value of these markers for retrieving testicular sperm in non-obstructive azoospermic men.Methods
Seminal inhibin B and AMH concentrations were assayed by an enzyme-linked immunoassay in three groups of men: 47 patients with normal sperm parameters, 28 oligospermic men and 68 patients with azoospermia.Results
Inhibin B and AMH concentrations varied considerably in the three groups, but were significantly higher in normospermic men (inhibin B: 714.36±522.66 ng/l, AMH: 97.08±135.15 pmol/l) than in oligospermic men (inhibin B: 417.5±386.9 ng/l, AMH: 62.02±93.33 pmol/l) and azoospermic men (59.61±2.65 ng/l et 13.12±31.94 pmol/l, respectively) (p<0.001). A significant correlation (p=0.0054) was observed between seminal inhibin B concentration and sperm production. Testicular biopsy allowed sperm retrieval in 11 out of 21 patients (52.3%). The predictive value of seminal inhibin B was analyzed using receiver operating characteristics (ROC) curve analysis. The best discriminating inhibin B concentration was 30 ng/l with an area under the curve (AUC) of 0.63.Conclusion
This study confirms the correlation between seminal inhibin B and AMH concentrations and spermatogenesis. However, the significance of these two markers as predictors of the presence of testicular sperm in men with non-obstructive azoospermia is limited. This analysis shows that AMH and inhibin B, either alone or in combination with serum FSH, fail to predict the presence of sperm in men with non-obstructive azoospermia undergoing testicular sperm extraction. 相似文献8.
The influence of mounting and ejaculation on the FSH, LH and testosterone secretory patterns was studied in three azoospermic (including one 61 XXY; one Sertoli-cell-only Syndrome and one secretory-excretory azoospermic) and three control normospermic bulls. Sexual activity did not result in any alteration in the release of these three hormones. There was no difference between the secretory patterns before and after ejaculation in the two classes of bulls. One of the main features was the elevated concentrations of FSH in the bull with Klinefelter's Syndrome, but the mounting test did not result in any significant effect on this concentration. The LH and testosterone patterns were similar for all individuals. From these results, it can be concluded that the mounting test applied under these experimental conditions had no effect on the pituitary-gonadal axis in bulls characterized by either impairment of spermatogenesis or normal semen production. 相似文献
9.
The study describes the concentrations of zinc, magnesium, copper, iron, and biochemical markers of seminal vesicle and prostate
in seminal plasma of different categories of infertile men. The zinc level in oligasthenospermic subjects was significantly
higher than in azoospermic, asthenospermic, and oligospermic subjects. The γ-glutamyl transpeptidase activity in both oligoasthenospermic
and azoospermic subjects were significantly lower than in asthenospermic and oligospermic individuals. There was no significant
difference in iron, copper, and magnesium levels and acid phosphatase activity among the different infertile categories. A
positive correlation between zinc and acid phosphatase (r=0.84, r=0.73; p<0.05), and between copper and fructose (r=0.81, r=0.72; p<0.05) was observed in oligoasthenospermic and azoospermic men, respectively. On the basis of our results, it may be postulated
that there is a direct effect of the trace elements zinc and copper on acid phosphatase and fructose, respectively, in oligoasthenospermic
and azoospermic subjects. 相似文献
10.
Thirty men treated in childhood with cyclophosphamide for a mean of 280 days were assessed at a mean of 12.8 years after treatment for hormone concentrations and spermatogenesis. Four were azoospermic, nine oligospermic, and 17 normospermic. There was a significant inverse correlation of sperm density with cyclophosphamide dosage and duration of treatment. After a further mean follow up of 7.2 years three patients who were previously oligospermic and one who was azoospermic had normal sperm counts. All patients had normal sexual characteristics and libido. Serum androgen and prolactin concentrations did not differ significantly between patients and controls. Raised basal and stimulated follicle stimulating hormone concentrations were in keeping with impaired spermatogenesis. All patients had significantly raised luteinising hormone responses on stimulation with luteinising hormone releasing hormone. The results suggest compensated Leydig cell failure, and patients with this condition require long term evaluation of testicular function. Potential recovery of spermatogenesis with time requires appropriate counselling and contraceptive advice. 相似文献
11.
E A Werder R Illig T Torresani M Zachmann P Baumann F Ott A Prader 《BMJ (Clinical research ed.)》1976,2(6048):1357-1359
In a follow-up study of 48 young men who had been surgically treated for cryptorchidism before puberty testicular function was assessed by examining the genitalia, testicular volume, secondary sex characteristics, semen, plasma luteinising hormone (LH) and follicle-stimulating hormone (FSH) concentrations after luteinising hormone-releasing hormone stimulation, and plasma testosterone concentrations. Clinical androgen effects were normal. The mean testicular volume of both testes was in the low normal range in those who had had unilateral cryptorchidism and below normal in those who had had bilateral cryptorchidism. Of 37 patients whose sperm counts were recorded (14 bilateral) six showed azoospermia (all bilateral), five had severe oligospermia (four bilateral), and 10 had moderate oligospermia (one bilateral). In nearly all those who had had bilateral cryptorchidism and most of those who had had unilateral cryptorchidism plasma gonadotrophin levels were increased. Four cases of possible partial LH deficiency were identified. Plasma testosterone concentrations were normal in all except two patients. 相似文献
12.
《Reproductive biology》2020,20(2):259-263
Klinefelter syndrome (KS) is the most common chromosomal syndrome, causing infertility in men and leading to non-obstructive azoospermia. Previous studies on mosaicism have shown contradictory results on its correlation with both serum hormone levels and the presence of spermatozoa in the ejaculate of KS, KS-like, and non-KS-like infertile patients. So, the present study was designed to detect low-grade mosaicism in the peripheral blood lymphocytes and buccal mucosa cells of 14 KS and 8 KS-like patients by using fluorescence in situ hybridization (FISH) and to investigate its correlation with luteinizing hormone (LH), follicle-stimulating hormone (FSH), and testosterone (T) levels, testicular volume, and semen analysis compared with 10 normal healthy fertile men. Our results indicated that mosaicism was only found in 42.9 % of the KS patients and completely absent in all KS-like patients. Moreover, mosaicism has led to complete azoospermia and non-significant differences in both hormone levels and testicular volume between mosaic and non-mosaic KS patients. All KS patients demonstrated significant differences in both hormone levels and testicular volume compared with normal men. Conversely, they revealed non-significant differences in hormone levels and significant differences in testicular volume compared with KS-like patients. Additionally, the KS-like patients exhibited non-significant variations in both LH and FSH levels and significant variations in T level and testicular volume compared with normal men. Moreover, all KS-like patients had azoospermia, except for one patient who showed oligozoospermia. Therefore, no correlations were found either between mosaicism and serum hormone levels or with testicular volume and semen analysis. 相似文献
13.
Torres-Calleja J González-Unzaga M DeCelis-Carrillo R Calzada-Sánchez L Pedrón N 《Life sciences》2001,68(15):1769-1774
The purpose of this study was to assess the influence of the administration of high doses of androgenic anabolic steroids (AAS) on endocrine and semen parameters. Thirty volunteering bodybuilders were studied (ages ranging between 26.6 +/- 4.1 years). A history of anabolic steroid administration was recorded for fifteen subjects, and results of semen analysis and endocrine parameters were compared with data from fifteen bodybuilders not using steroids. In those subjects using AAS, eight had sperm counts under the lower normal limit (20 x 10(6) sperm/ml), three had azoospermia, two polyzoospermia, and two had normal sperm counts. The percentage of morphologically normal sperm was significantly reduced, only 17.7% had normal spermatozoa. In the control group, only one subject had oligozoospermia. The hormonal parameters revealed reduced FSH (1.5 +/- 3.2 vs 5.0 +/- 1.6, p < 0.001) and PRL (5.1 +/- 4.9 vs 9.2 +/- 4.4, p < 0.01) levels. LH, T, E2 and DHEA levels did not vary. 相似文献
14.
Egwurugwu JN Nwafor A Chike CP Ufearo CS Uchefuna RC Iwuji SC Okwara JE Alawu EA 《Nigerian journal of physiological sciences》2011,26(1):29-34
This study was aimed at evaluating the relationship between body mass index, sex hormones and semen characteristics in male adults. 120 male adults aged 20 to 50 years who consented to participate in the study were used. Serum samples collected from each subject were analyzed for Luteinizing hormone (LH), Follicle stimulating hormone (FSH), Prolactin (PRL), Progesterone, Estradiol and testosterone by classical ELISA method. Semen samples obtained by masturbation after 72 hours of abstinence were analyzed for sperm count and motility. The results showed statistically significant correlations at 99% confidence level between body mass index and serum concentrations of progesterone and oestradiol and sperm count. No significant correlations were observed between body mass index and sperm motility, serum concentrations of prolactin, testosterone and luteinizing hormone. In conclusion, this study has shown that statistically significant correlations exist between body mass index, semen characteristics and male sex hormones and may broaden our understanding of the physiology of male fertility/infertility. Keywords: Body mass index, Semen quality, Male sex hormones, Fertility/infertility. 相似文献
15.
目的:观察精子数目异常与小Y染色体及内分泌性腺激素水平。方法:对262名少精及无精症患者检测染色体,并对其中11例小Y染色体及随机抽取的15例Y染色体正常的患者运用磁性分离酶免疫测定法分别检测性腺激素。结果:小Y染色体检出率为4.19%(11/262),其内分泌性腺激素均呈高卵泡刺激素、高黄体生成素和低睾酮水平,与Y染色体正常的无精及少精症患者相比较,差异有显著性(P<0.05)。而小Y染色体不同精子数组各内分泌性腺激素比较,差异无显著性(P>0.05)。结论:精子数目异常可能与小Y染色体有关,小Y染色体基因改变可能是导致其内分泌性腺激素的变化因素。 相似文献
16.
Ten two-year-old intact (IN) and unilaterally castrated (UC) Targhee rams were exposed to an estrogenized ewe each week from June to October. Each week the rams were subjectively evaluated for libido (10 for high interest and 1 for no interest). Semen was collected from all cooperating rams and evaluated for volume, concentration, and motility. Every 2 wk, blood samples were obtained at -30 and 0 min before and 30 and 60 min after ewe access. Serum was harvested; follicle stimulating hormone (FSH), luteinizing hormone (LH), and testosterone concentrations were quantified by radioimmunoassay (RIA). Week 5 of ewe access was assigned as Week 1. Libido scores rose from a low on Week 1, with eight rams ejaculating, to a high on Week 12, with all rams ejaculating (Week 1, 5.0 +/- 1.0; Week 12, 10.0 +/- 0.0). The product of testis length and width was significantly greater in UC compared with IN rams (88.4 +/- 1.4 versus 73.2 +/- 1.0 cm(2), respectively). Serum FSH concentrations (ng/ml) were greater (P < 0.05) in UC than IN rams and dropped over the experimental period. Serum LH concentrations (ng/ml) were significantly greater in UC compared with IN rams. This difference was more pronounced in Weeks 1 and 3 compared with Weeks 11 and 13. Serum testosterone concentrations (ng/ml) were similar in UC and IN rams throughout the experiment. In conclusion, serum testosterone was not altered in UC rams; however, serum FSH and LH concentrations were increased in UC rams. Unilateral castration did not enhance the normal changes in semen quantity and quality in the rams from July to October. 相似文献
17.
Mean plasma testosterone levels (± S.D.), using Sephadex LH-20 and competitive protein binding, were 629 ± 160 ng/100 ml for a group of 27 normal adult men, 650 ± 205 ng/100 ml for 27 impotent men with normal secondary sex characteristics, 644 ± 178 ng/100 ml for 20 men with oligospermia, and 563 ± 125 ng/100 ml for 16 azoospermic men. None of these values differ significantly. For 21 men with clinical evidence of hypogonadism the mean plasma testosterone (± S.D.), at 177 ± 122 ng/100 ml, differed significantly (P < 0·001) from that of the normal men.The mean testosterone binding affinities (as measured by the reciprocal of the quantity of plasma needed to bind 50% of 3H-testosterone tracer) were similar for normal, impotent, and oligospermic men. Though lower for azoospermic men the difference was not significant (P >0·1). For 12 of the 16 hypogonadal males the testosterone binding affinity was normal, but raised binding affinities, similar to those found in normal adult females or prepubertal boys (about twice normal adult male levels), were found in four cases of delayed puberty. These findings help to explain why androgen therapy is usually useless in the treatment of impotence. 相似文献
18.
E Rolandi E Reggiani R Franceschini G Bavastro V Messina G Odaglia T Barreca 《Hormone research》1985,21(4):209-213
Serum growth hormone (GH), prolactin (PRL), cortisol, luteinizing hormone (LH), follicle-stimulating hormone (FSH) and thyroid-stimulating hormone (TSH) levels were evaluated before and after a bicycle ergometer exercise test in 8 male competitive volleyball players and in 8 sedentary healthy males of the same age. Increased serum GH and cortisol values after exercise in both groups were found, whereas an exercise-induced PRL release was observed in athletes only. Serum levels of LH, FSH and TSH were unaffected by the test in all subjects. A possible role of training in conditioning the hypothalamopituitary exercise-induced secretion is suggested. 相似文献
19.
Testicular fine needle aspiration cytology for the diagnosis of azoospermia and oligospermia 总被引:1,自引:0,他引:1
Arora VK Singh N Bhatia A Rashmi Radhakrishnan G Jain BK Agarwal N 《Acta cytologica》2000,44(3):349-356
OBJECTIVE: To evaluate qualitative and quantitative cytologic features on testicular fine needle aspiration biopsy in the diagnosis of azoospermia and oligospermia and to correlate cytologic and histologic diagnoses. STUDY DESIGN: In this prospective study, 50 infertile males selected from the infertility clinic of Guru Tegh Bahadur Hospital were studied. Fine needle aspiration cytology (FNAC) smears from both testes of 27 azoospermic and 23 oligospermic patients (sperm count < 10 million per milliliter) were stained with May-Grünwald-Giemsa and Papanicolaou stain. Differential counting of 500 spermatogenic cells was done, and the number of Sertoli cells per 500 germ cells was determined for calculating the spermatic index and Sertoli cell index, respectively. FNAC and testicular biopsy were performed under local anesthesia as a minor surgical procedure. RESULTS: Six groups were identified on FNAC smears from azoospermic patients: I. normal spermatogenesis (8), II. hypospermatogenesis (2), III. maturation arrest (2), IV. Sertoli cells only (6), V. atrophic pattern (7), and VI. Leydig cell predominance (2). In oligospermic patients two groups were identified: I. those with normal spermatogenesis (4), and II. those with subnormal spermatogenesis (19). Correlation with histopathologic examination was seen in 81.5% azoospermic and 65.2% oligospermic patients. CONCLUSION: Qualitative and quantitative evaluation of testicular FNAC provides useful information on both azoospermic and oligospermic patients. FNAC performed under local anesthesia is an acceptable outpatient procedure that consistently yields sufficient diagnostic material in all patients. 相似文献
20.
The male factor accounts for almost 50% of infertility cases. Inflammation may reduce semen quality via several pathways, including oxidative stress (OxS). As male infertility routinely is assessed using semen analysis only, the possible presence of non-leukocytospermic asymptomatic inflammatory prostatitis may be overlooked. We compared local and systemic OxS levels in male partners of infertile couples with different inflammation patterns in their genital tract and/or oligospermia.Subjects (n=143) were grouped according to inflammation in their semen, expressed prostatic secretion (EPS), and/or post-massage urine (post-M). Systemic (8-isoprostanes in urine) and local (diene conjugates and total antioxidant capacity in seminal plasma) OxS was measuredThe levels of OxS markers were significantly elevated in both severe inflammation groups – leukocytospermic men and subjects whose inflammation was limited only to EPS and/or post-M. Comparison between oligospermic and non-oligospermic men with genital tract inflammation, and oligozoospermic men with or without inflammation in the genital tract indicated that inflammation but not oligospermia status had significant impact on the measured OxS markers.Hence, a high leukocyte count in prostate-specific materials (EPS, post-M), even in absence of clear leukocytopsermia, is an important source of local and systemic OxS that may be associated with male infertility and affect general health. We suggest including the tests for detection of inflammation of the prostate into the workup of infertile men as was suggested in the WHO 1993 recommendation. 相似文献