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Relationship between seasons and pregnancy rates during intrauterine insemination. A historical cohort

ABSTRACT

BACKGROUND:

The underlying cause of seasonal infertility in humans is unclear, but is likely to be ­multifactorial.

OBJECTIVE:

The aim of our study was to compare the pregnancy rates among infertile women who underwent induced ovulation and intrauterine insemination (IUI) with the season in which the fertility treatment was performed.

DESIGN AND SETTING:

This retrospective cohort study was conducted on 466 patients who were treated in the reproductive endocrinology and infertility outpatient clinic of a tertiary-level women’s healthcare and maternity hospital.

METHODS:

Retrospective demographic, hormonal and ultrasonographic data were obtained from the patients’ medical records. Clomiphene citrate or gonadotropin medications were used for induced ovulation. The patients were divided into four groups according to the season (spring, winter, autumn and summer) in which fertility treatment was received. Clinical pregnancy rates were calculated and compared between these four groups.

RESULTS:

There were no significant differences between the seasonal groups in terms of age, infertility type, ovarian reserve tests, duration of infertility, medications used or length of stimulation. A total of 337 patients (72.3%) were treated with clomiphene citrate and 129 (27.7%) with gonadotropin; no significant difference between these two groups was observed. The clinical pregnancy rates for the spring, winter, autumn and summer groups were 15.6% (n = 24), 8.6% (n = 9), 11.5% (n = 13) and 7.4% (n = 7), respectively (P = 0.174).

CONCLUSIONS:

Although the spring group had the highest pregnancy rate, the rates of successful IUI did not differ significantly between the seasonal groups.

KEY WORDS:
Seasons; Circadian rhythm; Ovulation induction; Pregnancy; Melatonin

INTRODUCTION

Many environmental factors influence human fertility outcomes. Although extensive research has shown that mammalian fertility is influenced by seasonal changes, few studies have specifically evaluated seasonal effects on the human reproductive system.11. Vincent CK. Effects of season and high environmental temperature on fertility in cattle: a review. J Am Vet Med Assoc. 1972;161(11):1333-8. PMID: 4565065. Seasonal infertility may be due to physiological changes that are season-dependent. It was previously shown that season-dependent high environmental temperatures negatively affect sexual function and nutrient intake.22. Claus R, Weiler U. Influence of light and photoperiodicity on pig prolificacy. J Reprod Fertil Suppl. 1985;33:185-97. PMID: 3910824.,33. Love RJ, Evans G, Klupiec C. Seasonal effects on fertility in gilts and sows. J Reprod Fertil Suppl. 1993;48:191-206. PMID: 8145204.,44. Peltoniemi OA, Virolainen JV. Seasonality of reproduction in gilts and sows. Soc Reprod Fertil Suppl. 2006;62:205-18. PMID: 16866319. Conversely, a five-year study conducted in France, in which the effect of the photoperiod on seasonal infertility was examined, demonstrated that seasonal infertility was independent of environmental temperatures.55. Auvigne V, Leneveu P, Jehannin C, Peltoniemi O, Sallé E. Seasonal infertility in sows: a five year field study to analyze the relative roles of heat stress and photoperiod. Theriogenology. 2010;74(1):60-6. PMID: 20189636; doi: 10.1016/j.theriogenology.2009.12.019.
https://doi.org/10.1016/j.theriogenology...

Melatonin affects several daily and seasonal rhythms, such as endocrine signaling during both circadian time and daytime. Melatonin concentrations follow different circadian rhythm in different living things. Nighttime exposure to light inhibits melatonin synthesis and secretion in both animal models66. Illnerová H, Vanĕcek J, Krecek J, Wetterberg L, Sääf J. Effect of one minute exposure to light at night on rat pineal serotonin N-acetyltransferase and melatonin. J Neurochem. 1979;32(2):673-5. PMID: 762577. and humans.77. Lewy AJ, Wehr TA, Goodwin FK, Newsome DA, Markey SP. Light suppresses melatonin secretion in humans. Science. 1980;210(4475):1267-9. PMID: 7434030. Serum levels of melatonin are affected by the complex interaction of daily rhythm, exogenous factors and endogenous factors. Melatonin receptors have been identified in human reproductive tissues.88. Woo MMM, Ta CJ, Kang SK, Parimal S, Nathwani SFP, Peter CKL. Direct action of melatonin in human granulosa-luteal cells. J Clin Endocrinol Metab. 2001;86:4789-97. PMID: 11600542.

Melatonin plays a major role in reproductive activity and blastocyst implantation. It is transferred maternally to the fetus via the placenta or milk, during pregnancy and lactation, respectively, thus indicating that the maternal photoperiod is transferred to the fetus.99. Bishnupuri KS, Haldar C. Profile of organ weights and plasma concentrations of melatonin, estradiol and progesterone during gestation and post-parturition periods in female Indian palm squirrel Funambulus pennant. Indian J Exp Biol. 2000;38:974-81. PMID: 11324168. In addition, it has been shown that melatonin causes seasonal changes relating to fertilization, embryo quality, sperm concentration and chromatin condensation rates.1010. Henkel R, Menkveld R, Kleinhappl M, Schill WB. Seasonal changes in human sperm chromatin condensation. J Assist Reprod Genet. 2001;18:371-87. PMID: 11499320. The impact of melatonin on reproductive function in women has been demonstrated in studies that showed that high levels of melatonin cause amenorrhea, which leads to decreased secretion of gonadotropin and prolactin in response to the photoperiod.1111. Díaz López B, Díaz Rodríguez E, Urquijo C, Fernández Alvarez C. Melatonin influences on the neuroendocrine-reproductive axis. Ann N Y Acad Sci. 2005;1057:337-64. PMID: 16399905.

Several retrospective studies have evaluated the impact of seasonal variation on in vitro fertilization outcomes. Some of these studies considered climatic conditions, especially temperature and the number of hours of daylight.1212. Vandekerckhove F, Van Der Veken H, Tilleman K, et al. Seasons in the sun: the impact on IVF results one month later. Facts Views Vis Obgyn. 2016;8(2):75-83. PMID: 27909564. However, few studies have evaluated seasonal effects on pregnancy rates among human patients undergoing intrauterine insemination (IUI).1313. Kim S, Lee HK, Lee SG, Do B. A significant seasonal variability in pregnancy rates in women undergoing IVF was demonstrated. Fertility and Sterility. 2008;90 (Suppl):S184. doi: 10.1016/j.fertnstert.2008.07.745.
https://doi.org/10.1016/j.fertnstert.200...
,1414. Rojansky N, Benshushan A, Meirsdorf S, Lewin A, Laufer N, Safran A. Seasonal variability in fertilization and embryo quality rates in women undergoing IVF. Fertil Steril. 2000;74(3):476-481. PMID: 10973641; doi: 10.1016/s0015-0282(00)00669-5.
https://doi.org/10.1016/s0015-0282(00)00...
Seasonality of infertility treatment may alter reproductive performance; and therefore, the timing of infertility treatment may result in improved pregnancy rates.

OBJECTIVE

This study compared pregnancy rates during different seasons in which fertility treatments were performed, in order to investigate whether seasonal variations were associated with pregnancy outcomes among infertile women who underwent induced ovulation and IUI.

METHODS

Study design, settings and ethics

A retrospective cohort study based on medical records was conducted among infertile women who underwent induced ovulation with IUI treatment at Dr. Zekai Tahir Burak Women’s Health Education and Research Hospital between May 2013 and June 2015. Informed consent was not obtained from the participants because of the retrospective study design. The study was conducted in accordance with the principles of the Declaration of Helsinki and was approved by this hospital’s Institutional Review Board (date: May 27, 2015; decision no. 19).

All consecutive infertile couples who met the inclusion criteria during the study period of two years were recruited for this study. All the study participants met the following criteria: < 41 years of age; normal hysterosalpingography (HSG) and/or laparoscopy findings; regular menstrual cycles with normal baseline levels of serum follicle-stimulating hormone (FSH), luteinizing hormone (LH), estradiol (E2), prolactin and thyroid-stimulating hormone (TSH); normal spermiogram parameters in the husband (according to the World Health Organization’s 2010 criteria);1515. Cooper TG, Noonan E, von Eckardstein S, et al. World Health Organization reference values for human semen characteristics. Hum Reprod Update. 2010;16(3):231-45. PMID: 19934213; doi: 10.1093/humupd/dmp048.
https://doi.org/10.1093/humupd/dmp048...
and serum progesterone levels > 5 ng/ml during the midluteal phase. Couples with poor ovarian reserve, endometriosis, tubal or uterine factors, male infertility or systemic disorders such as thyroid disease or diabetes mellitus were excluded from the study.

Patients undergoing treatments (both induced ovulation and IUI) that were performed in one season were included in the study. When a treatment (induced ovulation or IUI) overlapped with the previous or next season, the patient was excluded from the study.

This study was conducted in Ankara (latitude: 32.87° N, longitude: 39.87° E; altitude: 891 m). Ankara has a continental climate, which means that it has cold, snowy winters and hot, dry summers. Rainfall is mostly seen during the spring and autumn months. During the 24-month study period, the average seasonal air temperatures were 22.3 °C in the summer, 12.9 °C in the autumn, 1.4 °C in the winter, and 11.0 °C in the spring.1616. Turkish State Meteorological Service: “Official statistics”. Available from: Available from: https://www.mgm.gov.tr/veridegerlendirme/il-ve-ilceler-istatistik.aspx . Accessed in 2019 (Sep 2).
https://www.mgm.gov.tr/veridegerlendirme...

Demographic, hormonal and ultrasonographic data relating to the patients were copied from the patients’ files and the hospital’s electronic database. The patients were divided into spring, winter, autumn and summer groups.

Fertility treatments

Patients with unexplained or anovulatory infertility were first treated with clomiphene citrate. Women who received clomiphene citrate treatment but were unable to conceive were next treated with gonadotropin. Patients who declined clomiphene citrate treatment, were over the age of 35 years or had experienced infertility over a relatively long period of time (greater than or equal to three years) directly received gonadotropin treatment as the initial treatment. Induced ovulation was planned together with administration of clomiphene citrate (50-150 ­mg/­day, orally) or gonadotropin (37.5-150 IU of pure FSH or human menopausal gonadotropin, HMG), starting on day 2 or day 3 of the menstrual cycle.

Follicular development was monitored by means of transvaginal ultrasound on days 2-3 (baseline) and then on either day 8 of the gonadotropin cycle or day 12 of the clomiphene citrate cycle. Subsequent monitoring was performed until the follicular diameter reached 18 to 20 mm, and then a 250-mcg dose of recombinant human chorionic gonadotropin (rHCG) was administered subcutaneously.

The patients underwent a serum pregnancy test on day 14 following IUI. Clinical pregnancy was defined as the presence of a gestational sac with an accompanying fetal heartbeat detected by means of ultrasound, at least five weeks after IUI.

Statistical analysis

All analyses were performed using the Statistical Package for the Social Sciences 15.0 (SPSS, Chicago, IL, USA) for Windows. Normal distribution of data was assessed using the Kolmogorov-Smirnov test. Continuous variables were presented as mean ± standard deviation (SD). Intragroup differences were investigated using one-way analysis of variance (ANOVA). Categorical variables were expressed as the number (with percentage). Differences between data categories were evaluated using the chi-square or Fisher’s exact test. Statistical significance was assumed based on a probability of 0.05.

The sample size calculation was performed using the DSS statistical software package for research sample size calculations.1717. DSS Research [Sample Size Calculator Using Average Values]. Available from: Available from: https://www.dssresearch.com/resources/calculators/sample-size-calculator-average . Accessed in 2019 (Sep 2).
https://www.dssresearch.com/resources/ca...
The primary aim of this study was to compare the differences in clinical pregnancy rate between the seasons. It was calculated that a minimum of 80 participants in each group would be required to demonstrate a difference of at least 10% between the groups, with a power of 80% at the 5% significance level. This difference of 10% was taken both from a pilot study1414. Rojansky N, Benshushan A, Meirsdorf S, Lewin A, Laufer N, Safran A. Seasonal variability in fertilization and embryo quality rates in women undergoing IVF. Fertil Steril. 2000;74(3):476-481. PMID: 10973641; doi: 10.1016/s0015-0282(00)00669-5.
https://doi.org/10.1016/s0015-0282(00)00...
and from our clinical experiments.

RESULTS

A total of 466 women were enrolled in the study. The study participants were divided into four groups according to the season in which induced ovulation and IUI treatment were received. The spring, winter, autumn and summer groups contained 154, 105, 113 and 94 patients, respectively. No significant differences were observed between the groups in terms of age, primary infertility rate, baseline hormone levels, antral follicle count or duration of infertility (P > 0.05). The cycle characteristics, including the induced ovulation treatment protocol and duration of stimulation, were also similar among the groups (Table 1).

Table 1.
Baseline, laboratory and clinical parameters of all seasonal groups

A total of 337 patients were treated with clomiphene citrate and 129 patients were treated with gonadotropin. There was no significant difference among the initial indications for gonadotropin. The number of patients who received clomiphene citrate treatment was 105 in the spring (68.2%), 77 in the winter (73.3%), 84 in the autumn (74.3%) and 71 in the summer (75.5%). The number of patients who received gonadotropin treatment was 49 in the spring (31.8%), 28 in the winter (26.7%), 29 in the autumn (25.7%) and 23 in the summer (24.5%).

The peak E2 level was highest in the autumn (924.29 ± 712.02 pg/­ml) and was lowest in the summer (629.09 ± 432.74 pg/ml). The endometrial thickness on the HCG day and the duration of stimulation (days) were similar in the four seasons (P = 0.084).

The overall clinical pregnancy rate was 11.4% in this cohort. The pregnancy rates in the spring, winter, autumn and summer groups were 15.6%, 8.6%, 11.5% and 7.4%, respectively (P > 0.05). Although the clinical pregnancy rate was highest in the spring season, there was no significant difference between the seasons.

DISCUSSION

In this study, we aimed to investigate the seasonal variations of IUI success. To the best of our knowledge, this was the first study to analyze the seasonal variations of pregnancy rates following IUI in Turkey. Women were evaluated over a period of more than 24 months in this study. Regardless of whether the analysis compared all couples, age, day-3 FSH, duration of infertility (years) or duration of stimulation (days), the endometrial thickness on the HCG day (in mm) was not altered by seasonal effects. Although the clinical pregnancy rate among infertile couples varied according to the season, especially in the spring (15.6%), no statistically significant differences between the seasons were observed.

The seasonal effect on mammalian reproduction has long been known. Several studies have shown that hot weather reduces sperm quality and fertility rates.1818. Levine RJ, Brown MH, Bell M, et al. Air-conditioned environments do not prevent deterioration of human semen quality during the summer. Fertil Steril. 1992;57(5):1075-83. PMID: 1572476.,1919. Rojansky N, Brzezinski A, Schenker JG. Seasonality in human reproduction: an update. Hum Reprod. 1992;7(6):735-45. PMID: 1323571.,2020. Centola GM, Eberly S. Seasonal variations and age-related changes in human sperm count, motility, motion parameters, morphology, and white blood cell concentration. Fertil Steril. 1999;72(5):803-8. PMID: 10560981. These effects have been also associated with melatonin production and secretion.77. Lewy AJ, Wehr TA, Goodwin FK, Newsome DA, Markey SP. Light suppresses melatonin secretion in humans. Science. 1980;210(4475):1267-9. PMID: 7434030. Melatonin concentration shows a distinctive circadian rhythm in all species. Daily changes in the synthesis of melatonin are regulated by the ambient light-dark cycle. Light provides strong synchronization of the rhythms of the suprachiasmatic nuclei.2121. Hughes S, Jagannath A, Hankins MW, Foster RG, Peirson SN. Photic regulation of clock systems. Methods Enzymol. 2015;552:125-43. PMID: 25707275; doi: 10.1016/bs.mie.2014.10.018.
https://doi.org/10.1016/bs.mie.2014.10.0...

The field of metabolomics or metabolic profiling investigates the connections between melatonin, circadian rhythm, sleep and metabolism.2222. Ang JE, Revell V, Mann A, et al. Identification of human plasma metabolites exhibiting time-of-day variation using an untargeted liquid chromatography-mass spectrometry metabolomic approach. Chronobiol Int. 2012;29(7):868-81. PMID: 22823870; doi: 10.3109/07420528.2012.699122.
https://doi.org/10.3109/07420528.2012.69...
,2323. Davies SK, Ang JE, Revell VL, et al. Effect of sleep deprivation on the human metabolome. Proc Natl Acad Sci U S A. 2014;111(29):10761-6. PMID: 25002497; doi: 10.1073/pnas.1402663111.
https://doi.org/10.1073/pnas.1402663111...
Declines in reproductive capacity due to seasonal infertility have been observed in the United States2424. Hurtgen JP, Leman AD. The seasonal breeding pattern of sows in seven confinement herds. Theriogenology. 1981;16(5):505-11. PMID: 16725663. and in Germany.2525. Wegner K, Lambertz C, Das G, Reiner G, Gauly M. Effects of temperature and temperature-humidity index on the reproductive performance of sows during summer months under a temperate climate. Anim Sci J. 2016;87(11):1334-9. PMID: 26989052; doi: 10.1111/asj.12569.
https://doi.org/10.1111/asj.12569...
Further studies with large numbers of participants are needed in order to evaluate the role of melatonin rhythm and amplitude in human metabolism, and such evaluations may reveal new perspectives regarding the physiological role of melatonin.

Seasonal infertility has been correlated with a number of environmental factors, including the photoperiod. Although the photoperiod plays a role in seasonal infertility, high temperatures may also cause direct or cumulative adverse effects on fertility.55. Auvigne V, Leneveu P, Jehannin C, Peltoniemi O, Sallé E. Seasonal infertility in sows: a five year field study to analyze the relative roles of heat stress and photoperiod. Theriogenology. 2010;74(1):60-6. PMID: 20189636; doi: 10.1016/j.theriogenology.2009.12.019.
https://doi.org/10.1016/j.theriogenology...
High temperatures above the thermo-neutral zone have been shown to reduce birth rates and delay the onset of puberty.2626. Bertoldo M, Grupen CG, Thomson PC, Evans G, Holyoake PK. Identification of sow-specific risk factors for late pregnancy loss during the seasonal infertility period in pigs. Theriogenology. 2009;72(3):393-400. PMID: 19464731; doi: 10.1016/j.theriogenology.2009.03.008.
https://doi.org/10.1016/j.theriogenology...
It has been suggested that heat stress is a probable factor in the development of seasonal infertility2727. Prunier A, Dourmad JY, Etienne M. Effect of light regimen under various ambient temperatures on sow and litter performance. J Anim Sci. 1994;72(6):1461-6. PMID: 8071170. doi: 10.2527/1994.7261461x.
https://doi.org/10.2527/1994.7261461x...
and that this negatively affects embryo development.2828. Omtvedt IT, Nelson RE, Edwards RL, Stephens DF, Turman EJ. Influence of heat stress during early, mid and late pregnancy of gilts. J Anim Sci. 1971;32(2):312-7. PMID: 5543028. doi: 10.2527/jas1971.322312x.
https://doi.org/10.2527/jas1971.322312x...
Heat shock proteins, which appear in response to heat stress,2929. Tissières A, Mitchell HK, Tracy UM. Protein synthesis in salivary glands of Drosophila melanogaster: relation to chromosome puffs. J Mol Biol. 1974;84(3):389-98. PMID: 4219221. doi: 10.1016/0022-2836(74)90447-1.
https://doi.org/10.1016/0022-2836(74)904...
are found in the ovaries.3030. Driancourt MA, Guet P, Reynaud K, Chadli A, Catelli MG. Presence of an aromatase inhibitor, possibly heat shock protein 90, in dominant follicles of cattle. J Reprod Fertil. 1999;115(1):45-58. PMID: 10341722. doi: 10.1530/jrf.0.1150045.
https://doi.org/10.1530/jrf.0.1150045...
It has been shown that hyperthermia affects developing oocytes.

In a study by Palacios, the pregnancy rate after artificial insemination of dairy sheep was significantly affected by seasonal meteorological variables.3131. Palacios C, Abecia JA. Meteorological variables affect fertility rate after intrauterine artificial insemination in sheep in a seasonal-dependent manner: a 7-year study. Int J Biometeorol. 2015;59(5):585-92. PMID: 25056126; doi: 10.1007/s00484-014-0872-y.
https://doi.org/10.1007/s00484-014-0872-...
In that study, winter was the season with the lowest percentage for overall fertility (42.4%), and this was significantly different (P < 0.001) from spring (45.4%), summer (45.6%) and autumn (46.0%). Successful inseminations were performed at significantly lower maximum temperatures in the summer.

Santolaria et al. investigated the pregnancy rates among sheep at the same latitude (41° N) between July and October. They examined the period from 12 days before insemination to 14 days after insemination and found that the pregnancy rate was lower when the temperature was above 30 °C, over a two-day period before insemination.3232. Santolaria P, Yániz J, Fantova E, Vicente-Fiel S, Palacín I. Climate factors affecting fertility after cervical insemination during the first months of the breeding season in Rasa Aragonesa ewes. Int J Biometeorol. 2014;58(7):1651-5. PMID: 24317703; doi: 10.1007/s00484-013-0770-8.
https://doi.org/10.1007/s00484-013-0770-...

In another study, Hashem et al. detected the presence of relativity of the estrous phase. They found that efficient fertile mating was positively correlated with high temperature and a long photoperiod (summer season conditions), while it was negatively correlated with rainfall (winter season condition) in Egypt.3333. Hashem NM, El-Zarkouny SZ, Taha TA, Abo-Elezz ZR. Effect of season, month of parturition and lactation on estrus behavior and ovarian activity in Barki × Rahmani crossbred ewes under subtropical conditions. Theriogenology. 2011;75(7):1327-35. PMID: 21295829; doi: 10.1016/j.theriogenology.2010.12.004.
https://doi.org/10.1016/j.theriogenology...

However, we did not find any significant difference in relation to seasonal changes. On the other hand, we did not measure temperature, weather or daily exposure to light.

The relationship between birth, fertility and seasonal change is unclear. Roenneberg and Aschoff3434. Roenneberg T, Aschoff J. Annual rhythm of human reproduction: I. Biology, sociology, or both? J Biol Rhythms. 1990;5(3):195-216. PMID: 2133132; doi: 10.1177/074873049000500303.
https://doi.org/10.1177/0748730490005003...
defined a circadian rhythm that changed over time for birth rates around the world. Pregnancy rates in relation to seasonal fecundability were also analyzed in their study. They hypothesized that the biological rhythm of conception is influenced by social or by environmental factors. Their conclusion was that although conception and birth rhythms vary from country to country, these rhythms have changed their characteristics recently, after having remained stable for more than a century.

The limiting feature of our study was that we did not know the exact meteorological data and temperatures. The sleep patterns and stress levels, which may have been affected by melatonin, were unknown. In addition, changes to people’s lifestyles are increasing, as an inevitable consequence of modern life. Today, people live in houses with a constant temperature, are exposed to artificial light instead of sunlight and come into less and less contact with the external environment. All of these factors may lead to lower but more stable reproductive performance, through elimination of the confounding effects of environmental conditions.

CONCLUSION

Although we found a higher pregnancy rate among women undergoing infertility treatment during the spring season, we did not detect that seasonal variation had any statistically significant influence on the success of IUI. New studies with higher power may find a significant difference between the outcomes from infertility treatment and seasonal changes. In this regard, further large-scale studies are required, in order to better evaluate the effects of seasonal variability on pregnancy.

REFERENCES

  • 1
    Vincent CK. Effects of season and high environmental temperature on fertility in cattle: a review. J Am Vet Med Assoc. 1972;161(11):1333-8. PMID: 4565065.
  • 2
    Claus R, Weiler U. Influence of light and photoperiodicity on pig prolificacy. J Reprod Fertil Suppl. 1985;33:185-97. PMID: 3910824.
  • 3
    Love RJ, Evans G, Klupiec C. Seasonal effects on fertility in gilts and sows. J Reprod Fertil Suppl. 1993;48:191-206. PMID: 8145204.
  • 4
    Peltoniemi OA, Virolainen JV. Seasonality of reproduction in gilts and sows. Soc Reprod Fertil Suppl. 2006;62:205-18. PMID: 16866319.
  • 5
    Auvigne V, Leneveu P, Jehannin C, Peltoniemi O, Sallé E. Seasonal infertility in sows: a five year field study to analyze the relative roles of heat stress and photoperiod. Theriogenology. 2010;74(1):60-6. PMID: 20189636; doi: 10.1016/j.theriogenology.2009.12.019.
    » https://doi.org/10.1016/j.theriogenology.2009.12.019
  • 6
    Illnerová H, Vanĕcek J, Krecek J, Wetterberg L, Sääf J. Effect of one minute exposure to light at night on rat pineal serotonin N-acetyltransferase and melatonin. J Neurochem. 1979;32(2):673-5. PMID: 762577.
  • 7
    Lewy AJ, Wehr TA, Goodwin FK, Newsome DA, Markey SP. Light suppresses melatonin secretion in humans. Science. 1980;210(4475):1267-9. PMID: 7434030.
  • 8
    Woo MMM, Ta CJ, Kang SK, Parimal S, Nathwani SFP, Peter CKL. Direct action of melatonin in human granulosa-luteal cells. J Clin Endocrinol Metab. 2001;86:4789-97. PMID: 11600542.
  • 9
    Bishnupuri KS, Haldar C. Profile of organ weights and plasma concentrations of melatonin, estradiol and progesterone during gestation and post-parturition periods in female Indian palm squirrel Funambulus pennant. Indian J Exp Biol. 2000;38:974-81. PMID: 11324168.
  • 10
    Henkel R, Menkveld R, Kleinhappl M, Schill WB. Seasonal changes in human sperm chromatin condensation. J Assist Reprod Genet. 2001;18:371-87. PMID: 11499320.
  • 11
    Díaz López B, Díaz Rodríguez E, Urquijo C, Fernández Alvarez C. Melatonin influences on the neuroendocrine-reproductive axis. Ann N Y Acad Sci. 2005;1057:337-64. PMID: 16399905.
  • 12
    Vandekerckhove F, Van Der Veken H, Tilleman K, et al. Seasons in the sun: the impact on IVF results one month later. Facts Views Vis Obgyn. 2016;8(2):75-83. PMID: 27909564.
  • 13
    Kim S, Lee HK, Lee SG, Do B. A significant seasonal variability in pregnancy rates in women undergoing IVF was demonstrated. Fertility and Sterility. 2008;90 (Suppl):S184. doi: 10.1016/j.fertnstert.2008.07.745.
    » https://doi.org/10.1016/j.fertnstert.2008.07.745
  • 14
    Rojansky N, Benshushan A, Meirsdorf S, Lewin A, Laufer N, Safran A. Seasonal variability in fertilization and embryo quality rates in women undergoing IVF. Fertil Steril. 2000;74(3):476-481. PMID: 10973641; doi: 10.1016/s0015-0282(00)00669-5.
    » https://doi.org/10.1016/s0015-0282(00)00669-5
  • 15
    Cooper TG, Noonan E, von Eckardstein S, et al. World Health Organization reference values for human semen characteristics. Hum Reprod Update. 2010;16(3):231-45. PMID: 19934213; doi: 10.1093/humupd/dmp048.
    » https://doi.org/10.1093/humupd/dmp048
  • 16
    Turkish State Meteorological Service: “Official statistics”. Available from: Available from: https://www.mgm.gov.tr/veridegerlendirme/il-ve-ilceler-istatistik.aspx Accessed in 2019 (Sep 2).
    » https://www.mgm.gov.tr/veridegerlendirme/il-ve-ilceler-istatistik.aspx
  • 17
    DSS Research [Sample Size Calculator Using Average Values]. Available from: Available from: https://www.dssresearch.com/resources/calculators/sample-size-calculator-average Accessed in 2019 (Sep 2).
    » https://www.dssresearch.com/resources/calculators/sample-size-calculator-average
  • 18
    Levine RJ, Brown MH, Bell M, et al. Air-conditioned environments do not prevent deterioration of human semen quality during the summer. Fertil Steril. 1992;57(5):1075-83. PMID: 1572476.
  • 19
    Rojansky N, Brzezinski A, Schenker JG. Seasonality in human reproduction: an update. Hum Reprod. 1992;7(6):735-45. PMID: 1323571.
  • 20
    Centola GM, Eberly S. Seasonal variations and age-related changes in human sperm count, motility, motion parameters, morphology, and white blood cell concentration. Fertil Steril. 1999;72(5):803-8. PMID: 10560981.
  • 21
    Hughes S, Jagannath A, Hankins MW, Foster RG, Peirson SN. Photic regulation of clock systems. Methods Enzymol. 2015;552:125-43. PMID: 25707275; doi: 10.1016/bs.mie.2014.10.018.
    » https://doi.org/10.1016/bs.mie.2014.10.018
  • 22
    Ang JE, Revell V, Mann A, et al. Identification of human plasma metabolites exhibiting time-of-day variation using an untargeted liquid chromatography-mass spectrometry metabolomic approach. Chronobiol Int. 2012;29(7):868-81. PMID: 22823870; doi: 10.3109/07420528.2012.699122.
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  • 1
    Department of Obstetrics and Gynecology, Dr. Zekai Tahir Burak Women’s Health Education and Research Hospital, Ankara, Turkey
  • Sources of funding: None

Publication Dates

  • Publication in this collection
    31 Oct 2019
  • Date of issue
    Jul-Aug 2019

History

  • Received
    04 Dec 2018
  • Reviewed
    02 Apr 2019
  • Accepted
    22 July 2019
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