Ahead of print publication  

Establishing the lower limits of total serum testosterone among Chinese proven fertile men who received treatment of assisted reproductive technology

1 Center for Reproductive Medicine, Department of Obstetrics and Gynecology, Peking University Third Hospital, Beijing 100191, China
2 Key Laboratory of Assisted Reproduction (Peking University), Ministry of Education, Beijing 100191, China
3 National Clinical Research Center for Obstetrics and Gynecology, Beijing 100191, China
4 Beijing Key Laboratory of Reproductive Endocrinology and Assisted Reproductive Technology, Beijing 100191, China
5 Department of Urology, Peking University Third Hospital, Beijing 100191, China
6 Center for Clinical Epidemiology and Evidence-Based Medicine Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing 100045, China
7 Clinical Research Institute, Zhejiang Provincial People's Hospital, Hangzhou 310014, China

Date of Submission21-Jan-2019
Date of Acceptance04-Jul-2019
Date of Web Publication27-Sep-2019

Correspondence Address:
Rong Li,
Login to access the Email id

Source of Support: None, Conflict of Interest: None

DOI: 10.4103/aja.aja_100_19

PMID: 31571639


Testosterone (T) plays a crucial role in spermatogenesis because extremely low levels of intratesticular T lead to correspondingly low serum levels of total T (tT), severe disorders of spermatogenesis, and male sterility. However, there is little consensus on the lower limits of serum tT in proven fertile men undergoing assisted reproductive technology treatments in Chinese or other Asian populations. We aimed to establish the reference range of serum tT based on a population of 868 fertile Chinese men undergoing in vitro fertilization or intracytoplasmic sperm injection and embryo transfer (IVF/ICSI-ET) treatments. We defined a fertile man as having had a live baby with his partner as recorded in our IVF registration system. The lower limits of serum tT were established using a Siemens IMMULITE 2000 chemiluminescent system. The 1st, 2.5th, and 5th percentiles and their 95% confidence intervals (CIs) were 3.6 (95% CI: 2.7–4.1) nmol l−1, 4.3 (95% CI: 4.1–5.0) nmol l−1, and 5.6 (95% CI: 4.8–5.8) nmol l−1, respectively. Using the linear correlation of serum tT between the Siemens platform and a liquid chromatography–tandem mass spectrometry platform, the calculated lower limits of serum tT were also established for fertile Chinese men undergoing IVF/ICSI-ET treatments, which will benefit the clinical diagnosis and treatment of male infertility during such procedures.

Keywords: chemiluminescence; fertile men; in vitro fertilization or intracytoplasmic sperm injection and embryo transfer; liquid chromatography–tandem mass spectrometry; lower reference limits; serum total T

Article in PDF

How to cite this URL:
Xu HY, Jiang H, Feng GS, Feng Y, Han Y, Tang WH, Zhang HX, Chen FH, Zhang HX, Liu DF, Li R, Qiao J. Establishing the lower limits of total serum testosterone among Chinese proven fertile men who received treatment of assisted reproductive technology. Asian J Androl [Epub ahead of print] [cited 2020 Sep 24]. Available from: http://www.ajandrology.com/preprintarticle.asp?id=268080

Hui-Yu Xu, Hui Jiang
These authors contributed equally to this work.

  Introduction Top

Testosterone (T) plays a crucial role in spermatogenesis, although the underlying mechanism is not fully understood. The high concentration of T in seminiferous tubules of the testes is necessary to maintain spermatogenesis and suppress germ cell apoptosis.[1] Inhibition of the release of gonadotropins results in declining T levels and reduced sperm production.[2] Extremely low levels of intratesticular T result in severe disorders of spermatogenesis or even male sterility.[3],[4]

There are challenges in the interpretation of serum total T (tT) levels. First, this measure varies between ethnic groups. There is also significant variability between laboratories and various assay techniques.[5] To date, there is no acknowledged consensus on the lower limit of serum tT or two-sided reference intervals either worldwide[6] or in China. A lower limit of 8 nmol l[1] (230 ng dl−1) is suggested for young men who might benefit from treatment endorsed by the International Society of Andrology, the European Academy of Andrology, and the American Society of Andrology.[7] Similarly, a lower serum tT of 9.7–10.4 nmol l−1 was set in the guidelines from the Endocrine Society for therapeutic consideration.[8] Meanwhile, a lower limit (2.5th percentile) of 12.1 nmol l-1 was established in 456 healthy men tested on liquid chromatography–tandem mass spectrometry (LC-MS/MS).[9] The discrepancies in defining the lower limits of serum tT increase the difficulties in the diagnosis and treatment of hypogonadism in cases of male infertility.

With the advent of intracytoplasmic sperm injection (ICSI), in vitro fertilization (IVF), and embryo transfer (ET) technologies, infertile men still have the opportunity to have their own children if spermatogenesis is present in at least small regions of the testis, even though functions of the Sertoli cells and/or interstitial Leydig cells might be impaired. Thus, although their serum tT might be low, infertile men still have a chance to have their own children through such assisted reproductive technology treatments. However, if a man's serum tT is too low to maintain spermatogenesis, there is no need for the couple to be subjected to invasive treatments such as IVF/ICSI-ET.

Here, we aimed to define the lower limit of serum tT in fertile Chinese men who underwent IVF/ICSI-ET protocols and who successfully achieved a live birth with their partners. The research idea was derived from the World Health Organization reference values for human semen characteristics, which set the lower reference limit of semen parameters from fertile men.[10] The fertile men enrolled in that study had a successful pregnancy with their partner, with a known time-to-pregnancy (TTP) of ≥12 months.

  Participants and Methods Top


We aimed to establish reference values based on a population of fertile Chinese men undergoing IVF/ICSI-ET treatments. Cooper et al.[10] defined a fertile man as having a currently or formerly pregnant partner with a known TTP of ≥12 months after stopping contraceptive use to achieving a pregnancy. Based on this definition, we defined a fertile man as having had a live baby with his partner using our assisted reproductive technology program as recorded in our IVF/ICSI-ET registration system, with a TTP of ≥30 months, thus guaranteeing that the baby was his own child.

We used the records of 6612 IVF/ICSI-ET treatment cycles from December 2015 to June 2016 collected from our IVF/ICSI-ET registration system in our reproductive center at Peking University Third Hospital, Beijing, China. According to our clinical practice, characteristics of all fresh ET cycles for the female partner were recorded daily into a computerized database by our clinical supporting staff. These included female age; body mass index; basic sex hormone levels; numbers of antral follicles; the causes of infertility; endometrial thickness on human chorionic gonadotropin (hCG) ovulation trigger day; details of the controlled ovarian stimulation protocol; numbers of previous IVF/ICSI-ET attempts; numbers of oocyte retrieved; insemination method; date of insemination; date of ET; numbers of embryos transferred; the serum concentrations of hCG on day 14 and 21 post-ET (hCG14 and hCG21, respectively); specific fertilization results; pregnancy types, including ectopic pregnancy; biochemical pregnancy; the first-trimester abortions; ongoing pregnancies; second-trimester abortions; last-trimester abortions; live birth (or not); numbers of gestational sacs; numbers of live births; and any cause of infant mortality. Of these 6612 fresh IVF/ICSI-ET cycles, transfers which met the inclusion and exclusion criteria were selected. Inclusion criteria were: all men whose serum tT level was measured in our reproductive center, no matter whether spermatozoa were retrieved by masturbation or from surgery. Exclusion criteria were: (1) sperm donor cycles or (2) the cycles with male partners whose serum tT test results were not recorded. A total of 2621 own-sperm IVF/ICSI-ET cycles with male endocrine assessments were collected, including 878 live-birth cycles and 1743 nonlive-birth cycles. A flowchart of the data selection strategy is shown in [Figure 1].
Figure 1: Strategy for patient selection. IVF/ICSI-ET: in vitro fertilization or intracytoplasmic sperm injection and embryo transfer; tT: total testosterone.

Click here to view

Among these 878 live-birth cycles, 833 men produced semen by masturbation and 45 required surgical sperm retrieval. Of these 45 men, 39 of them underwent testicular sperm extraction (TESE), 4 of them underwent microscopic-TESE, and 2 of them underwent percutaneous epididymal sperm aspiration. Of the men who underwent surgical sperm retrieval, 10 had nonobstructive azoospermia (NOA), 29 had obstructive azoospermia (OA), 3 were unable to produce semen through masturbation on the day of treatment, and 3 had high rates of morphological abnormalities in spermatozoa (teratozoospermia) [Figure 1]. Furthermore, according to our clinical practice, each man needed to undergo karyotyping under the following circumstances: (1) the sperm concentration was ≤10×10[6] ml−1; (2) his partner had suffered from two or more spontaneous abortions; (3) a previous failed pregnancy or childbirth; (4) repeated failure of IVF/ICSI-ET protocols; and (5) any abnormalities were discovered in his intelligence or phenotype. The database used in this study contains de-identified data; thus, the need for informed consent by the patients was waived and the institutional review board approval was exempted, which is in line with the Helsinki declaration.

Chemiluminescence immunoassays for measuring sex hormones

In our clinical practice, sex hormones are measured routinely in men who are suspected of having male factor or unexplained infertility. Serum follicle-stimulating hormone (FSH), luteinizing-stimulating hormone (LH), estradiol (E2), tT, and prolactin (PRL) are measured in the morning. If the tT concentration is <8 nmol l−1, it is retested next visit. Furthermore, considering the daily secretion rhythm of tT, according to our clinical routine, we take blood samples from men between 08:00 and 10:00 a.m.

Circulating tT, FSH, LH, E2, and PRL levels were measured using a Siemens IMMULITE 2000 immunoassay system (Siemens Healthcare Diagnostics, Shanghai, China). Quality controls used were the Lyphochek trilevel Immunoassay Plus Controls (catalogue 370; lot number 40320; Bio-Rad Laboratories, Hercules, CA, USA). Trilevel controls of the interassay coefficients of variation for tT were ≤10%; those for FSH and PRL were ≤4%; those for LH were ≤6%; and those for E2 were ≤8%.

LC-MS/MS for measuring tT

Twenty samples were tested on both the IMMULITE and LC-MS/MS systems, API4000 triple quadrupole/linear ion trap mass spectrometer (Applied Biosystems, Foster City, CA, USA), to compare the results for tT concentrations between the two platforms. The raw data of these results are shown in [Supplementary Table 1 [Additional file 1]]. The LC-MS/MS assay for tT measurements was performed by the Clinical Mass Spectrometry Center of Guangzhou Kingmed Center for Clinical Laboratory Co., Ltd. (Guangzhou, China). The procedure included sample preparation and testing, qualitative judgments, and quantitative calculations. Details of the procedure are described in the Supplementary Participants and Methods [Additional file 2].

Statistical analyses

Statistical analyses were done using JMP PRO version 14.0 software from SAS Institute Inc. (Cary, NC, USA). Normally distributed variables were presented as the mean ± standard deviation (s.d.). Nonnormally distributed variables were presented as medians and quartiles. Categorical variables were described as frequencies and percentages. A two-sided P < 0.05 was considered statistically significant. Boxplots were used to display the distributions of different groups showing the median, 25th percentile (Q1), 75th percentile (Q3), Q1–1.5 × interquartile range (IQR), and Q3 + 1.5 × IQR values. If Q1–1.5 × IQR and Q3 + 1.5 × IQR values were not available in the data, then minimal or maximal values are indicated in the boxplot. The serum tT levels were compared between the LC-MS/MS and Siemens IMMULITE platforms using linear regression analysis. According to the recommendation of the Clinical and Laboratory Standards Institute, a minimum reference subject number is 120 for each subgroup,[11] so the 878 cases in this study were sufficient. The Harris and Boyd partitioning method was used to determine whether age subgroup partitioning was needed.[11] The z statistic was calculated for comparing two age groups as: . The critical value of the z statistic (z*) was calculated as: z* = 3 × (n/120)1/2, where n is the mean number of reference values in the two subgroups. If the calculated z exceeds z*, then partitioning by age group is recommended.

The percentile method was used to establish one-sided reference intervals. The 1st, 2.5th, and 5th percentiles were established, and a bootstrap method with 1000 times repeated samplings was used to calculate the 95% confidence intervals (CIs) of these percentiles.

  Results Top

Basic characteristics

During the study, 6609 IVF/ICSI-ET cycles were collected and 2621 such cycles with male endocrine assessments tested in our own laboratory were collected. The demographic and baseline characteristics of the male partners in relation to live-birth pregnancy outcomes are shown in [Table 1]. Male partner age was the only factor linked significantly to the live-birth outcome of the couple (P < 0.001).
Table 1: Male partners' clinical and biological data in relation to live-birth outcome among couples undergoing in vitro fertilization or intracytoplasmic sperm injection and embryo transfer protocols

Click here to view

Distribution of serum tT levels in live-birth and nonlive-birth groups

Circulating tT and FSH levels are recommended to be examined during the initial endocrine evaluation of male infertility.[12],[13] We hypothesized that a low level of tT would be associated with a low level of live births because the tT level in men suffering from anorchia is extremely low, often undetectable, and these patients are always infertile. However, in our study, the tT level was not significantly associated with the live-birth rate per treatment cycle. This might have been because we aimed to identify factors related to this variable per treatment cycle, and thus many fertile men were probably classified into the nonlive-birth group.

We constructed a boxplot to visualize the distribution of tT levels in each group [Figure 2]. The minimal values were 1.0 nmol l−1 and 2.5 nmol l−1 in the nonlive-birth and live-birth groups, respectively. The lower limit of tT was significantly higher in the live-birth cycles than that in nonlive-birth cycles, indicating that too low a level of tT could not maintain spermatogenesis even in small regions of the testes.{Figure 1}

Lower limits of serum tT in fertile Chinese men undergoing IVF/ICSI-ET cycles

Low levels of circulating tT are reported to be associated with male infertility;[7],[12],[13] thus, we concentrated on the lower limit of serum tT among these fertile Chinese men. It is known that tT and male fertility decrease with age;[14],[15] therefore, we sought to discover whether it was necessary to group our cohort by age. We compared three subgroups aged <30, 30–39, and ≥40 years. The means, standard deviations, numbers of cases in the three groups, and the z and z* statistics for each group are listed in [Supplementary Table 2 [Additional file 3]]. However, each z statistic was less than the z* statistic, indicating that there was no need to partition age groups. The distribution of tT levels of the three age groups is indicated in [Figure 3]. For instance, the column of 7.5–10.0 nmol l−1 in serum tT level accounted for the highest percentage in each age group.
Figure 3: Distribution of serum tT levels in nmol l-1 in three age groups among fertile Chinese men from couples undergoing IVF/ICSI-ET treatments. IVF/ICSI-ET: in vitro fertilization or intracytoplasmic sperm injection and embryo transfer; tT: total testosterone.

Click here to view

The fertility of men undergoing surgical sperm retrieval is believed to be decreased; thus, we tried to explore whether the serum tT levels were significantly lower in fertile men whose sperm were retrieved surgically than in men who produced semen by masturbation. The medians (quartiles) of serum tT levels among men whose semen samples were retrieved by masturbation were 10.6 (8.2–13.6) nmol l−1, and 12.0 (9.5–14.2) nmol l−1 in the men without NOA requiring surgical sperm retrieval, and 5.9 (3.5–11.0) nmol l−1 in the men with NOA requiring surgical sperm retrieval. The serum tT level in men with NOA suffered from surgical sperm retrieval was significantly lower than that in the other group, with P-value indicated in [Figure 4]. Therefore, the men with NOA were excluded for further analysis because of the heterogeneity in tT level.
Figure 4: The serum tT levels (nmol l-1) in the groups of men requiring surgical sperm retrieval and those producing semen samples by masturbation, among Chinese fertile men from couples undergoing IVF/ICSI-ET treatment. Masturbation: subjects who produced semen samples by masturbation; surgical: subjects who had their semen samples retrieved by surgery; tT: total testosterone; NOA: nonobstructive azoospermia; IVF/ICSI-ET: in vitro fertilization or intracytoplasmic sperm injection and embryo transfer.

Click here to view

We further investigated the percentiles of serum tT levels in these men with live-birth IVF/ICSI-ET cycles whose serum tT was examined using the Siemens IMMULITE 2000 chemiluminescence platform. The 1st, 2.5th, and 5th percentiles and their 95% CIs were 3.6 (95% CI: 2.7–4.1) nmol l−1, 4.3 (95% CI: 4.1–5.0) nmol l−1, and 5.6 (95%CI: 4.8–5.8) nmol l−1, respectively [Table 2]. As the LC-MS/MS method is acknowledged to be the gold standard for measurement of serum tT,[6],[16] we discovered a linear correlation in tT values between the results of the Siemens IMMULITE 2000 chemiluminescence and the LC-MS/MS platforms, with a correlation coefficient of 0.988. If Y and X represent the tT levels produced by the LC-MS/MS and the Siemens IMMULITE 2000 chemiluminescence platforms, respectively, the linear relationship between the two was given by Y = −0.1225 + 1.298X. The calculated lower percentiles in the LC-MS/MS results are shown in [Table 2].
Table 2: Lower percentiles of serum total serum testosterone (in nmol l-1) from the two platforms

Click here to view

  Discussion Top

To investigate male factor infertility, the ideal reference cohort is men of proven fertility.[17] Although some men are not strictly fertile via natural intercourse, they can achieve a pregnancy when they undergo IVF/ICSI-ET treatments. Therefore, the reference intervals for serum tT levels we established here could aid in the diagnosis and treatment of male infertility in Chinese or other Asian populations.

Serum tT assessment is usually performed to discover one reason why a couple cannot conceive naturally. The guidelines suggest that circulating tT levels should be examined when male infertility is first investigated.[13],[18] Reference values for tT levels combined with semen analysis and other blood values should be helpful in both clinical and research settings dealing with male infertility. Here, we collected all the serum tT values of proven fertile Chinese men in our reproductive center from December 2015 to June 2016. To our knowledge, this is the first tT reference range for such a cohort.

One-sided distributions of predictive data are preferred when the other side of the distribution is clinically irrelevant.[19] Here, a high concentration of serum tT appeared to be clinically irrelevant to male infertility, so we calculated the 1st, 2.5th, and 5th percentile lower reference limits. All the serum tT values were tested on the same specific chemiluminescence platform, thus minimizing analytical error. The corresponding tT levels from the LC-MS/MS platform calculated using a linear correlation formula given above were also evaluated. As we run one of the largest reproductive centers in China, the large variation in serum tT range we observed in fertile men undergoing IVF/ICSI-ET treatment likely reflects the biological variation of such men, or at least in northern China. Furthermore, the 5th percentiles of serum tT in the fertile men we established here, which were 5.6 nmol l−1 from the IMMULITE 2000 platform and 7.1 nmol l−1 calculated from the LC-MS/MS platform, were significantly lower than those endorsed by many guideline statements in Europe and the USA (8.0 nmol l−1, or 9.7–10.4 nmol l−1, or 12.1 nmol l−1).[7],[8],[9] Differences between ethnic groups, enrolled populations, and examination platforms might help explain these differences.

These reference ranges of serum tT should not be overinterpreted to distinguish fertile men from infertile men accurately. Because even when the function of Leydig cells is normal, they still need the function of Sertoli cells to be normal to generate enough androgen-binding protein to transport T into the seminiferous tubules to enable spermatogenesis. Furthermore, the limits provided here might differ from those of normal healthy men whose partners have conceived spontaneously. Moreover, serum tT values are highly variable within and between men and should be combined with other clinical or laboratory information to help determine the cause of male infertility. Furthermore, it should be noted that serum tT levels within the 95% reference intervals do not guarantee fertility, and any values less than the lower limit of the 95% reference intervals do not necessarily suggest male infertility. Indeed, in our data, men with a serum tT level as low as 3.0 nmol l−1 could still achieve pregnancy through IVF/ICSI-ET.

Age-related decline in serum tT levels has been studied extensively. There is an average decrease of 0.124 nmol l−1 per year in healthy men[20] and 0.8% per year in middle-aged men.[14] However, it was also discovered that serum tT did not fall significantly with age in very healthy men.[21],[22],[23] In our study, the group of fertile men undergoing IVF/ICSI-ET cycles contained both normally fertile men and infertile men in terms of the results of natural sexual intercourse. There was high inter-individual variability of tT levels in our cohort, which might be why we found no need for age group partitioning.

The major limitation of this study was that it is a single-center study. However, we run one of the largest reproductive centers in China and there is no strict limit on patient selection. Therefore, we minimized any possible selection bias of different inclusion criteria for men undergoing IVF/ICSI-ET. Thus, our lower limits of serum tT may be closer to the real lower limits of the whole male cohort undergoing such treatments and might be of better clinical significance for the clinical diagnosis and treatment of male infertility in Asian populations.

  Author Contributions Top

HYX participated in the design, data collection, and most of the manuscript writing. HJ contributed to the data collection and manuscript writing. GSF was in charge of the statistical analysis and contributed to manuscript writing. YF, YH, WHT, and Hong-Xian Zhang contributed to manuscript writing. FHC, Hong-Xia Zhang, and DFL contributed to data collection. JQ contributed to clinical consultation and design of this study. RL conceived and designed this study, edited it, and finally approved the submission. All authors read and approved the final manuscript.

  Competing Interests Top

All authors declared no competing interests.

  Acknowledgments Top

We thank James Cummins, PhD, for editing a draft of this manuscript. This study was supported by the National Key Research and Development Program of China (No. 2016YFC1000201, No. 2018YFC1002104, No. 2018YFC1002106, and No. 2016YFC1000302); the National Natural Science Foundation of China (No. 81300373, and No. 81771650); the Capital Health Research and Development of Special Projects (No. 2018-1-4091); the Program for Innovative Research Team of Yunnan, China (No. 2017HC009); and the Major National R&D Projects of China (No. 2017ZX09304012-012).

Supplementary Information is linked to the online version of the paper on the Asian Journal of Andrology website.

  References Top

Singh J, O'Neill C, Handelsman DJ. Induction of spermatogenesis by androgens in gonadotropin-deficient (hpg) mice. Endocrinology 1995; 136: 5311–21.  Back to cited text no. 1
Sun YT, Irby DC, Robertson DM, de Kretser DM. The effects of exogenously administered testosterone on spermatogenesis in intact and hypophysectomized rats. Endocrinology 1989; 125: 1000–10.  Back to cited text no. 2
Weinbauer GF, Nieschlag E. Gonadotrophin-releasing hormone analogue-induced manipulation of testicular function in the monkey. Hum Reprod 1993; 8: 45–50.  Back to cited text no. 3
McLachlan RI, O'Donnell L, Meachem SJ, Stanton PG, de K, et al. Hormonal regulation of spermatogenesis in primates and man: insights for development of the male hormonal contraceptive. J Androl 2002; 23: 149–62.  Back to cited text no. 4
Rosner W, Auchus RJ, Azziz R, Sluss PM, Raff H. Position statement: utility, limitations, and pitfalls in measuring testosterone: an endocrine society position statement. J Clin Endocrinol Metab 2007; 92: 405–13.  Back to cited text no. 5
Trost LW, Mulhall JP. Challenges in testosterone measurement, data interpretation, and methodological appraisal of interventional trials. J Sex Med 2016; 13: 1029–46.  Back to cited text no. 6
Wang C, Catlin DH, Demers LM, Starcevic B, Swerdloff RS. Measurement of total serum testosterone in adult men: comparison of current laboratory methods versus liquid chromatography-tandem mass spectrometry. J Clin Endocrinol Metab 2004; 89: 534–43.  Back to cited text no. 7
Bhasin S, Cunningham GR, Hayes FJ, Matsumoto AM, Snyder PJ, et al. Testosterone therapy in men with androgen deficiency syndromes: an endocrine society clinical practice guideline. J Clin Endocrinol Metab 2010; 95: 2536–59.  Back to cited text no. 8
Bhasin S, Pencina M, Jasuja GK, Travison TG, Coviello A, et al. Reference ranges for testosterone in men generated using liquid chromatography tandem mass spectrometry in a community-based sample of healthy nonobese young men in the Framingham Heart Study and applied to three geographically distinct cohorts. J Clin Endocrinol Metab 2011; 96: 2430–9.  Back to cited text no. 9
Cooper TG, Noonan E, von Eckardstein S, Auger J, Baker HW, et al. World Health Organization reference values for human semen characteristics. Hum Reprod Update 2010; 16: 231–45.  Back to cited text no. 10
Horowitz GL. Estimating reference intervals. Am J Clin Pathol 2010; 133: 175–7.  Back to cited text no. 11
Sikka SC, Hellstrom WJ. Current updates on laboratory techniques for the diagnosis of male reproductive failure. Asian J Androl 2016; 18: 392–401.  Back to cited text no. 12
Practice Committee of the American Society for Reproductive Medicine. Diagnostic evaluation of the infertile male: a committee opinion. Fertil Steril 2012; 98: 294–301.  Back to cited text no. 13
Feldman HA, Longcope C, Derby CA, Johannes CB, Araujo AB, et al. Age trends in the level of serum testosterone and other hormones in middle-aged men: longitudinal results from the Massachusetts male aging study. J Clin Endocrinol Metab 2002; 87: 589–98.  Back to cited text no. 14
Matorras R, Matorras F, Exposito A, Martinez L, Crisol L. Decline in human fertility rates with male age: a consequence of a decrease in male fecundity with aging? Gynecol Obstet Invest 2011; 71: 229–35.  Back to cited text no. 15
Greaves RF, Ho CS, Hoad KE, Joseph J, McWhinney B, et al. Achievements and future directions of the APFCB mass spectrometry harmonisation project on serum testosterone. Clin Biochem Rev 2016; 37: 63–84.  Back to cited text no. 16
PetitClerc C, Solberg HE. Approved recommendations (1987) on the theory of reference values. Part 2. Selection of individuals for the production of reference values. Clin Chem Acta 1987; 170: S3–12.  Back to cited text no. 17
Esteves SC, Chan P. A systematic review of recent clinical practice guidelines and best practice statements for the evaluation of the infertile male. Int Urol Nephrol 2015; 47: 1441–56.  Back to cited text no. 18
Horn PS, Pesce AJ. Reference intervals: an update. Clin Chim Acta 2003; 334: 5–23.  Back to cited text no. 19
Harman SM, Metter EJ, Tobin JD, Pearson J, Blackman MR. Longitudinal effects of aging on serum total and free testosterone levels in healthy men. Baltimore Longitudinal Study of Aging. J Clin Endocrinol Metab 2001; 86: 724–31.  Back to cited text no. 20
Harman SM, Tsitouras PD. Reproductive hormones in aging men. I. Measurement of sex steroids, basal luteinizing hormone, and leydig cell response to human chorionic gonadotropin. J Clin Endocrinol Metab 1980; 51: 35–40.  Back to cited text no. 21
Nieschlag E, Lammers U, Freischem CW, Langer K, Wickings EJ. Reproductive functions in young fathers and grandfathers. J Clin Endocrinol Metab 1982; 55: 676–81.  Back to cited text no. 22
Sparrow D, Bosse R, Rowe JW. The influence of age, alcohol consumption, and body build on gonadal function in men. J Clin Endocrinol Metab 1980; 51: 508–12.  Back to cited text no. 23


  [Figure 1], [Figure 2], [Figure 3], [Figure 4]

  [Table 1], [Table 2]


 Search Pubmed for
    -  Xu HY
    -  Jiang H
    -  Feng GS
    -  Feng Y
    -  Han Y
    -  Tang WH
    -  Zhang HX
    -  Chen FH
    -  Zhang HX
    -  Liu DF
    -  Li R
    -  Qiao J
Access Statistics
Email Alert *
Add to My List *
* Registration required (free)  

  In this article
Participants and...
Author Contributions
Competing Interests
Article Figures
Article Tables

 Article Access Statistics
    PDF Downloaded462    

Recommend this journal