Mathematical Model for Ghrelin Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating Hormone in Women

Similar documents
Estimation of the Parameters of Bivariate Minification Process for Ghrelin suppressed secretion of LH and FSH in Women

Reproductive FSH. Analyte Information

LH and FSH. Women. Men. Increased LH. Decreased LH. By Ronald Steriti, ND, PhD 2011

Hypothalamic Amenorrhea: To Treat or Not to Treat with Estrogen Replacement. Hypothalamic amenorrhea NASPAG ACRM 2015

Growth hormone response to submaximal doses of ghrelin remains unchanged during the follicular phase of the cycle

Thiruvarur Dist.,Tamilnadu, India.

Leptin levels and menstrual function in HIV-infected women in rural India

SCHOOL OF MEDICINE AND HEALTH SCIENCES DIVISION OF BASIC MEDICAL SCIENCES DISCIPLINE OF BIOCHEMISTRY & MOLECULAR BIOLOGY

Serum kisspeptin concentrations are negatively correlated with body mass index in adolescents with anorexia nervosa and amenorrhea

A Trivariate Weibull Model For Oestradiol Plus Progestrone Treatment During The Preovulatory Period In Normal Premenopasual Women

Women (Autonomous), Thanjavur , Tamilnadu, South India

Leptin: Amenorrhea, Reproduction, Anorexia. Hazel Leung, Ahrad Nathan, Seja Saddy, Judy Tang

REPRODUCTIVE ENDOCRINOLOGY

Current Highlights The role of kisspeptin signalling in control of reproduction in genetically similar species

Progesterone and clinical outcomes

Sexual dysfunction of chronic kidney disease. Razieh salehian.md psychiatrist

The Players. Liver Thyroid Adrenals Pancreas Reproductive System Pituitary Gut Bacteria

Addressing Endometriosis with Your Patients: Combining Individualized Treatment Options with Patient-Clinician Dialogue

CASE 41. What is the pathophysiologic cause of her amenorrhea? Which cells in the ovary secrete estrogen?

Jessicah S. Collins, Jennifer P. Beller, Christine Burt Solorzano, James T. Patrie, R. Jeffrey Chang, John C. Marshall, Christopher R.

European Journal of Endocrinology (2000) ISSN

ON CHARACTERIZING THE BIVARIATE EXPONENTIAL

A BIVARIATE MATHEMATICAL MODEL FOR THE EFFECT OF MELATONIN PRODUCTION ON SAMPLINGS

Reproductive physiology

A Mathematical Model for Finding Bivariate Normal distribution in normal women for Luteinizing Hormone and Progesterone

FSH (Rodent) ELISA Kit

FSH (Human) ELISA Kit

Kisspeptin and other neuropeptides. New opportunities for reproductive endocrinology Nobel Laureates. Richard A Anderson

LH (Rodent) ELISA Kit

10.7 The Reproductive Hormones

Ghrelin and leptin levels in relation to puberty and reproductive function in patients with beta-thalassemia

Action of reproductive hormones through the life span 9/22/99

Various responses of male pituitary gonadal axis to different intensities of long-term exercise: Role of expression of KNDYrelated

for months until the diagnosis were confirmed 86 were IHH and the other 47 were CDP. Repeated triptorelin stimulating tests were conducted in 9

A New Bivariate Class of Life Distributions

Endocrinology of the Female Reproductive Axis

CY Tse, AMK Chow, SCS Chan. Introduction

The 6 th Scientific Meeting of the Asia Pacific Menopause Federation

Pubertal Development in Japanese Boys

Effects of transdermal estrogen on body composition in adolescent female athletes

Original Article Effect of Ghrelin Antagonist on Serum Testosterone and Luteinizing Hormone in Obese Type 2 Diabetic Mice

Plasma Kisspeptin Levels in Newborn Infants with Breast Enlargement

A Mathematical model for stimulation of the hypothalamic Pituitary ACTH releasing hormone in patients with psoriasis

Prevalence of Anovulation in Subfertile Women in Kerbala 2012, A descriptive Cross-Sectional Study

Follicle Stimulating Hormone (FSH) ELISA Catalog No (96 Tests)

lbt lab tests t Conrolled Ovarian Hyperstimulation Dr Soheila Ansaripour

Linkoping University/ Sweden An-Najah National University Nursing College College of Higher Educaion. Dr Aidah Abu Elsoud Alkaissi

Puberty and Pubertal Disorders Part 3: Delayed Puberty

PDF hosted at the Radboud Repository of the Radboud University Nijmegen

Prolactin-Secreting Pituitary Adenomas (Prolactinomas) The Diagnostic Pathway (11-2K-234)

Human Follicle-Stimulation Hormone ELISA Kit

Assisted Reproductive Technology (ART) / Infertility / Synarel (nafarelin)

Daily blood hormone levels related to the luteinizing hormone surge in anovulatory cycles

LH (Pig) ELISA Kit. Catalog Number KA assays Version: 05. Intended for research use only.

ENDOMETRIOSIS 3-MONTH TRACKER

LH (Horse) ELISA Kit. Catalog Number KA assays Version: 01. Intended for research use only.

As the health benefits of exercise are increasingly

LIE ASSAY OF GONADOTROPIN in human blood is one of the most important

Women, Hormones & The Menstrual Cycle: Herbal & Medical Solutions From Adolescence To Menopause By Ruth Trickey READ ONLINE

Effects of Dietary Glucose on Serum Estrogen Levels and Onset of Puberty in Gilts

International Journal of Pharma and Bio Sciences ENDOCRINE MARKERS AND DECLINE IN REPRODUCTIVE POTENTIAL OF WOMEN ABSTRACT

The role of proteins and amino acids in food intake and satiety

HYPOTHALAMO PITUITARY GONADAL AXIS

Dieting causes menstrual irregularities in normal weight young women through impairment of episodic luteinizing hormone secretion

Orilissa (elagolix) NEW PRODUCT SLIDESHOW

PERIMENOPAUSE. Objectives. Disclosure. The Perimenopause Perimenopause Menopause. Definitions of Menopausal Transition: STRAW.

ART Drugs. Description

AMH CUT-OFF VALUES FOR PREDICTING OVARIAN RESPONSE IN IVF. Nguyễn Xuân Hợi, MD, PhD Hoàng Văn Hùng MsC, MD

Obestatin induces testosterone secretion from rat testis in vitro

TSH (Human) ELISA Kit

IMPACT OF NUTRITION ON GYNECOLOGICAL HEALTH OF FEMALE ADOLESCENTS

Kisspeptin-10 stimulation of gonadotrophin secretion in women is modulated by sex steroid feedback

PedsCases Podcast Scripts

Molecular and Cellular Endocrinology

SERUM AUTOANTIBODIES DIRECTED TO THE GONADOTROPIN RELEASING HORMONE RECEPTOR ECL2 ARE DIAGNOSTIC OF PCOS

REPRODUCTION & GENETICS. Hormones

Factors that predict a positive response on gonadotropin-releasing hormone stimulation test for diagnosing central precocious puberty in girls

WEIGHT GAIN DURING MENOPAUSE EMERGING RESEARCH

Reproductive hormones and epilepsy

A Tale of Three Hormones: hcg, Progesterone and AMH

Evidence tables from the systematic literature search for premature ovarian insufficiency surveillance in female CAYA cancer survivors.

IOF POI. hypergonadotropic hypogonadism primary ovarian insufficiency POI /premature ovarian failure POF. Van Kasteren. Coulam POI FSH E.

9.4 Regulating the Reproductive System

The reproductive system

The effects of titanium dioxide nanoparticles on sexual hormone sin female mice

Pubertal evaluation of adolescent boys with -thalassemia major and delayed puberty

A Tale of Three Hormones: hcg, Progesterone and AMH

The Pennsylvania State University. The Graduate School. College of Health and Human Development THE ROLE OF LEPTIN IN THE ETIOLOGY OF

Interpreting follicular Progesterone: Late follicular Progesterone to Estradiol ratio is not influenced by protocols or gonadotropins used

Prof. Dr. Michael Zitzmann Internal Medicine Endocrinology, Diabetology, Andrology University of Muenster, Germany

PITUITARY GONADOTROPINS LH and FSH are structurally

LH (Canine) ELISA Kit

Hypothyroidism and hyperprolactinemia showed positive correlation in women with primary and secondary infertility

Research Article. Comparative analysis of Yoga and clomiphene in infertile women. Richa Sharma 1, Himsweta Shrivastava 1, Arvind Kumar 2

Too much of a good thing

Orgalutran 0.25 mg/0.5 ml solution for injection 2. QUALITATIVE AND QUANTITATIVE COMPOSITION

Index. urologic.theclinics.com. Note: Page numbers of article titles are in boldface type.

Cognitive Function Test. NOR & spatial NOR task. Introduction. Novel Object Recognition (NOR) Estrogen Receptor (ER) in Brain

Appendix Table 1. Algorithms for menstrual cycle function parameters.

Reproductive Hormones

Transcription:

International Refereed Journal of Engineering and Science (IRJES) ISSN (Online) 2319-183X, (Print) 2319-1821 Volume 4, Issue 2 (February 215), PP.43-49 Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating Hormone in Women Dr.S.Lakshmi 1 and P.Velvizhi 2 1 Principal, Govt. Arts and Science College, Peravurani, Thanjavur Dist.Tamilnadu 2 Associate professor M.I.E.T Engineering college, Trichy, Tamilnadu Abstract:- A Minification process of the first order is given by X n = K min (X n -1, n ), n 1, where K >1 and { n, n 1 }is an innovation process of independent and identically distributed (i.i.d) random variables. In this paper we consider a stationary bivariate minification process of Ristic with the bivariate Marshall and Olkin exponential distributions BVE ( 1, 2, 12 ). In the application part, the orexigenic hormone ghrelin has been frequently shown to reduce the activity of the hypothalamic pituitary-gonadal (HPG) axis in animals and humans. could play a physiological role in suppressing the HPG axis in women. Therefore, secretion patterns of LH and FSH were determined in young women after injection of ghrelin and placebo respectively. In Section 3, we have found Mathematical results for the corresponding Medical curves and we have compared the medical conclusions. Keywords:- Minification Process,,LHand FSH. Mathematical Subject Classification: 6G XX, 62H XX, 62P XX 1. Mathematical Model I. INTRODUCTION A Minification process of the first order is given by X n = K min (X n -1, n ), n 1, where K >1 and { n, n 1 }is an innovation process of independent and identically distributed (i.i.d) random variables. Several authors have introduced minification process with given marginals. Tavares [21] introduced the minification process with exponential marginal distribution. Sim [2] introduced the minification process with weibull marginal distribution. Arnold and Robertson [1] introduced a Pareto minification process. Arnold and Robertson [1] introduced a logistic minification process. Pillai [15], Jose and Jayakumar [16] introduced semi Pareto minification process. Balakrishna [2] considered some properties of the semi Pareto minification process of Pillai [15] and estimated the unknown parameters of the model. Lewis and McKenzie [1] introduced the minification process with marginal distribution function F X (x). Some bivariate and multivariate minification processes are introduced by Balakrishna and Jayakumar [3], Thomas,Jose [23] and Ristic [17]. In this paper we consider a stationary bivariate minification process of Ristic [17] with the bivariate Marshall and Olkin [11] exponential distributions BVE ( 1, 2, 12 ) and K = L. Motivated by situations that arise in reliability theory such as the failure of paired jet engines or the registration of an event by two adjacent Geiger counters, Marshall and Olkin introduced the bivariate exponential distribution with survival function P{ X > x, Y > y} = e 1x 2 y 12 max (x,y ) x, y > where 1 >, 2 >, 12 >. The random variables are constructed such that X and Y are independent exponentially distributed random variables with parameters 1 + 12 and 2 + 12 respectively. The important property of this distribution is that it is not absolutely continuous distribution, since the probability P{X =Y} = 12 / ( 1 + 2 + 12 ) is non negative. The density function f(x,y) of the BVE ( 1, 2, 12 ) distribution is given by 1 2 + 12 e 1x 2 + 12 y, y > x > f(x,y) = 2 1 + 12 e 1+ 12 x 2 y, x > y > 12 e 1 + 2 + 12 x, x = y 2. Application 2.1 Introduction The orexigenic hormone ghrelin has been frequently shown to reduce the activity of the hypothalamic pituitary-gonadal (HPG) axis in animals and humans. Plasma levels of ghrelin, the only peripheral hunger 43 Page

Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating hormone, are inversely correlated with body mass index and increased during enhanced appetite. Consequently, they are strongly elevated in states of under nutrition[5]. Thus, ghrelin could play a physiological role in suppressing the HPG axis in women. Considering this potential physiological role of ghrelin during under nutrition and that a suppressing effect of ghrelin on the HPG axis has already been shown male and female animals and in men, we postulated that ghrelin also suppresses the activity of the HPG axis in women, which has not been demonstrated until now. Therefore, secretion patterns of LH and FSH were determined in young women after injection of ghrelin and placebo respectively. II. DISCUSSION suppressed the secretion of LH and FSH in young women. These so far unreported results are in accordance with findings in male and female animals and human males as described in the introductory section of [12, 9]. decreased the frequency of LH pulses in all women and of FSH pulses in the one woman who exhibited the clear FSH pulses resulting in a diminished secretion. These findings contrast with those from another study in women reporting no effect of ghrelin on LH and FSH plasma levels [13]. In that study the ghrelin total dose administered was lower, and the observation period was rather short (2h). The effect on FSH secretion was markedly weaker that on LH secretion in this study. This finding could be expected in the same way as it could be expected that ghrelin suppress the FSH secretion at all; whereas release of both LH and FSH is regulated by GnRH, FSH secretion is much less dependent on GnRH release than LH [ 14]. Although we used pharmacological ghrelin doses in this study, various findings also suggest a physiological relevance of the suppressive effect of ghrelin on the HPG axis in women. Three studies showed significantly increased ghrelin levels in adolescent and adult females with amenorrhea or menstrual disturbances compared with sedentary controls and exercising controls/athletes respectively[5,7,18]. The described studies suggest that ghrelin has an impact on the regulation of the HPG axis in women in vivo. Fig.1 Secretion profiles of LH and FSH (mean, SEM) in six healthy women receiving ghrelin or placebo. 44 Page

Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating Fig 2: Exemplary nocturnal secretion profiles of LH and FSH of a healthy woman receiving ghrelin or placebo. * pulse. The area under the curve (AUC) of the secretion of LH and FSH was determined for the intervention period as previously described [9]. The intervention period was defined as the time after the first injection of ghrelin/placebo until last injection plus one plasma half life of LH (approximately 6 min) [ 19] or FSH (distribution half life approximately 12min) [ 4]; that is the intervention period of LH lasted from 222 to 2h, and the intervention period of FSH lasted from 222 to 3h. Differences in mean LH and FSH plasma levels subsequent to placebo/ghrelin injection at single points in time were tested for significance by test with contrast in a multivariate ANOVA(level of significance, =.5). LH pulses were identified as previously described [9 ]. The number of peaks after ghrelin/placebo administration, inter peak intervals and peak values were determined. These pulse characteristics were compared between both conditions using paired t test. Metric demographic variables and pulse characteristics are expressed as mean SD; hormone variables in fig.1 are depicted as mean SEM. LH secretion after ghrelin injection as assessed by the 45 Page

f (x,y) f (x, y) Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating AUC (4.1 1.37mIu/min.ml) was significantly (P =.31) lower than after placebo injection ( 5.46 1.33mIu/min.ml) during the intervention period. The AUC during preintervention and post intervention periods did not differ significantly (P >.48).Mean LH plasma levels after ghrelin injection were significantly lower than after placebo injection between 2 and 24h and at 64h(fig1).FSH pulses in this woman basically paralleled LH pulses just being protracted for 2min. Less pulses occurred after ghrelin injection than after placebo injection (fig 2). III. MATHEMATICAL RESULTS Fig.3.1 Pdf of LH if y > x Pdf of LH if x > y.3.25.2.15.25.2.15.1.1.5 1 2 3 4 5 6 7 8 9 1.5 1 4 7 113161922 Pdf of FSH if y > x Pdf of FSH if x > y.14.12.1.8.6.4.2 1 3 5 7 9 11 13.9.8.7.6.5.4.3.2.1 1 4 7 1 13 16 19 If we compare the above figures when x > y the probability density functions decreasing monotonically when time increases. But when x < y, we have only zig-zag curves when time increases. 46 Page

P (X>x,Y>y) P (X>x, Y>y ) f(x,y) f(x, y) f(x,y) Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating Fig 3.2.35.3.25.2.15.1.5 Pdf of LH if y> x 1 2 3 4 5 6.5.45.4.35.3.25.2.15.1.5 Pdf of LH if x > y 1 4 7 1 13 16 19 22 25 28.3.25.2.15.1.5 Pdf of FSH if y > x 1 3 5 7 9 11.14.12.1.8.6.4.2 Pdf of FSH if x > y 1 3 5 7 9 111315171921 If we compare the above figures when x > y the probability density functions decreasing monotonically when the time increases. But when x < y, we have only zig-zag curves when time increases. Fig. 3.3.1.9.8.7.6.5.4.3.2.1 Survival function of LH 1 4 7 1 13 16 19 22 25 28 31.5.45.4.35.3.25.2.15.1.5 Survival function of FSH 1 4 7 1 13 16 19 22 25 28 31 47 Page

P (X>x, Y>y) P(X> x, Y > y) Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating Fig.3.4.4.35.3.25.2.15.1.5 Survival function of LH 1 4 7 1 13 16 19 22 25 28 31.1.9.8.7.6.5.4.3.2.1 Survival function of FSH 1 4 7 1 13 16 19 22 25 28 31 IV. CONCLUSION A Minification process of the first order is given by X n = K min (X n -1, n ), n 1, where K >1 and { n, n 1 }is an innovation process of independent and identically distributed (i.i.d) random variables. In this paper we consider a stationary bivariate minification process of Ristic with the bivariate Marshall and Olkin exponential distributions BVE ( 1, 2, 12 ). In the application part, the orexigenic hormone ghrelin has been frequently shown to reduce the activity of the hypothalamic pituitary-gonadal (HPG) axis in animals and humans. could play a physiological role in suppressing the HPG axis in women. Therefore, secretion patterns of LH and FSH were determined in young women after injection of ghrelin and placebo respectively. In Section 3, we have found Mathematical results for the corresponding Medical curves and we have compared the medical conclusions. Pdf for LH and FSH have been found. Fig. 3.1 and 3.2 show that when when x > y the probability density functions decreasing monotonically when the time increases. These times can be taken into study for further investigations. Survival functions for LH and FSH corresponding to the four Medical figures are also found. REFERENCES [1]. B.C.Arnold, C.A Robertson : Autoregressive logistic processes. J. Appl. Prob. 26 (1989), 524-531. [2]. N.Balakrishna : Estimation for the semi- Pareto process. Commun. Statist Theory Meth. 27 (1998), 237-2323 [3]. N.Balakrishna, T. M Jacob : Parameter estimation in minification processes.commun. Statist Theory Meth. 32 (23), 2139-2152 [4]. Ben-Rafael Z, Levy T, Schoemaker J 1995 Pharmacokinetics of FSH : clinical significance. Fertil steril 63: 689-7. [5]. Christo K, Cord J, Mendes N, Miller KK, Goldstein MA, Klibanski A, Misra M 28 Acylated ghrelin and leptin in adolescent athletes with amenorrhea, eumenorrheic athletes and controls : a cross sectional study. Clin Endocrinol (Oxf) 69 : 628 633 [6]. Cummings DE 26 and the short and long term regulation of appetite and body weight. Physiol Behav 89 : 71-84 [7]. De Souza MJ, Leidy HJ, O Donnell E, Lasley B, Williams NI 24 Fasting ghrelin levels in physically active women : relationship with menstrual disturbances and metabolic hormones. J Clin Endocrinol Metab 89 : 3536 3542 [8]. Fernandez-Fernandez R,Tena-Sempere M, Navarro VM, Barreiro ML, Castellano JM, Aguilar E, Pinilla L 25 Effects of ghrelin upon gonadotropin releasing hormone and gonadotropin secretion in adult female rats:in vivo and in vitro studies. Neuroendocrinology 82:245-255. [9]. Kluge M, Schussler P, Uhr M, Yassouridis A, Steiger A 27 suppresses secretion of LH in humans. J Clin Endocrinol Metab 92 : 322-325. [1]. P.A.W. Lewis, E. Mckenzie : Minification processes and their transformations.j. Appl.prob. 28 (1991) 45-57. [11]. A.W.Marshall, I. Olkin : A multivariate exponential distribution. J. Amer. Stat. Assoc.62 (1967) 3-44 48 Page

Mathematical Model for Suppresses Secretion of Luteinizing Hormone and Follicile-Stimulating [12]. Martini AC, Fernandez-Fernandez R, Tovar S, Navarro VM, Vigo E, Vazquez MJ, Davies JS, Thompson NM, Aguilar E, Pinilla L, Wells T, Dieguez C, Tena-Sempere M 26 Comparative analysis of the effects of ghrelin and unacylated ghrelin on LH secretion in male rats, Endocrinology 147: 2374 2382. [13]. Messini CI, Dafopoulos K, Chalvatzas N, Georgoulias P, Messinis IE 29 Effect of ghrelin on gonadotropin secretion in women during the menstrual cycle. Hum Reprod 24 : 976-981. [14]. Mc Cann SM, Karanth S, Mastronardi CA, Dees WL,Childs G, Miller B, Sower S, Yu WH 21 Control of gonadotropin secretion by FSH releasing factor, LH releasing hormone and leptin. Arch Med Res 32 : 476-485 [15]. R.N.Pillai: Semi Pareto processes. J. Appl.prob. 28 (1991) 461-465 [16]. R.N.Pillai, K.K. Jose, K. Jayakumar : Autoregressive Minification processes and universal geometric minima. J.Indian Statist. Assoc.33 (1995), 53-61 [17]. M.M.Ristic : Stationary bivariate Minification processes. Statist. Probab. Lett. 76 439-445 Statist. Probab. Lett. 76 (26), 439-445. [18]. Schneider LF, Warren MP 26 Functional hypothalamic amenorrhea is associated with elevated ghrelin and disordered eating. Fertil Steril 86 : 1744-1749. [19]. Sharpless JL, Supko JG, Martin KA, Hall JE 1999 Disappearance of endogenous LH is prolonged in postmenopausal women. J Clin Endocrinol Metab 84 : 688-694 [2]. C.H. Sim : Simulation of Weibull and Gamma autoregressive Stationary processes. Commun.Stat- Simul. Computat. 15(1986), 1141-1146. [21]. V.L. Tavares : An exponential Markovian Stationary processes..j. Appl. prob. 17 (198), 1117-112. [22]. A. Thomas, K.K.Jose : Bivariate semi- Pareto Minification processes. Metrika 59 (24), 35-313. [23]. A. Thomas, K.K.Jose : Multivariate Minification processes. STARS 3 (22), 1-9. 49 Page