• Component Description
• Eligible Sample
• Description of Laboratory Methodology
• Laboratory Method Files
• Laboratory Quality Assurance and Monitoring
• Data Processing and Editing
• Analytic Notes
• References
• Codebook
  • SEQN - Respondent sequence number
  • WTSSTS2Y - Surplus specimen TST 2 year weights
  • SST17H - 17α-hydroxyprogesterone (ng/dL)
  • SST17HSI - 17α-hydroxyprogesterone (nmol/L)
  • SST17HLC - 17α-hydroxyprogesterone Comment Code
  • SSTAND - Androstenedione (ng/dL)
  • SSTANDSI - Androstenedione (nmol/L)
  • SSTANDLC - Androstenedione Comment Code
  • SSTAMH - Anti-Mullerian hormone (ng/mL)
  • SSTAMHSI - Anti-Mullerian hormone (pmol/L)
  • SSTAMHLC - Anti-Mullerian hormone Comment Code
  • SSTEST - Estradiol (pg/mL)
  • SSTESTSI - Estradiol (pmol/L)
  • SSTESTLC - Estradiol Comment Code
  • SSTESO - Estrone (ng/dL)
  • SSTESOSI - Estrone (pmol/L)
  • SSTESOLC - Estrone Comment Code
  • SSTES1 - Estrone Sulfate (pg/mL)
  • SSTES1SI - Estrone Sulfate (pmol/L)
  • SSTES1LC - Estrone Sulfate Comment Code
  • SSTFSH - Follicle Stimulating Hormone (mIU/mL)
  • SSTFSHLC - FSH Comment Code
  • SSTLUH - Luteinizing Hormone (mIU/mL)
  • SSTLUHLC - Luteinizing Hormone Comment Code
  • SSTPG4 - Progesterone (ng/dL)
  • SSTPG4SI - Progesterone (nmol/L)
  • SSTPG4LC - Progesterone Comment Code
  • SSTSHBG - SHBG (nmol/L)
  • SSTSHGLC - SHBG Comment Code

National Health and Nutrition Examination Survey

2017-2018 Data Documentation, Codebook, and Frequencies

Sex Steroid Hormone Panel - Serum (Surplus) (SSTST_J)

Data File: SSTST_J.xpt

First Published: December 2024

Last Revised: NA

Component Description

The sex steroid hormone panel – Serum (SSTST) consists of 17α-hydroxyprogesterone, androstenedione, anti-Müllerian hormone, estradiol, estrone, estrone sulfate, follicle-stimulating hormone, luteinizing hormone, progesterone, and sex hormone binding globulin. This data will allow for analysis of the selected steroid hormones and related binding protein that can be used to assist in disease diagnosis, treatment, and prevention of diseases, such as Polycystic Ovary Syndrome (PCOS), androgen deficiency, certain cancers, and hormone imbalances. An estimated 5 to 7 million women in the United States suffer with the effects of PCOS; and PCOS can occur in girls as young as 11 years old. PCOS is the most common hormonal disorder among women of reproductive age and is the leading cause of infertility. Androgen deficiency, such as hypogonadism, is associated with a range of chronic diseases. The prevalence of symptomatic androgen deficiency in men between 30 and 79 years of age is estimated to be 5.6% (Araujo et. al., 2007). Androgen deficiency in men and excess in women and the associated chronic diseases are a public health concern. Estradiol is the key biomarker for assessing reproductive function in females, including amenorrhea, infertility, and menopausal status. Estradiol levels decline greatly with age, and this decrease is associated with increased risk for cardiovascular disease, cognitive impairment, and bone fractures in older women. Estrogen hormone therapy, or use of estradiol as a supplement, raises health concerns related to estradiol concentration in blood, such as elevated levels in postmenopausal women increasing the risk of breast cancer.

17α-hydroxyprogesterone

17α-hydroxyprogesterone (17-OHP) is a steroid hormone that is primarily produced in the adrenal glands, as well as in the ovaries, testes, and placenta. It is derived from progesterone via 17α-hydroxylase and is a chemical intermediate in the biosynthesis of several other steroids, including cortisol. Measurement of 17-OHP is useful in the diagnosis of congenital adrenal hyperplasia (CAH).

Androstenedione

Androstenedione is a steroid hormone that is produced in the adrenal glands and the gonads. It is a precursor of androgen and estrogen sex hormones, such as testosterone and estrone. Androstenedione is synthesized by the conversion of dehydroepiandrosterone. Elevated androstenedione levels may cause symptoms of hyperandrogenism in females. Measurement of androstenedione is useful in the diagnosis of congenital adrenal hyperplasia, in conjunction with other androgenic precursors, such as 17α-hydroxyprogesterone.

Anti-Müllerian hormone (AMH)

Anti-Müllerian hormone (AMH), or Müllerian-inhibiting substance, is a dimeric glycoprotein secreted by granulosa cells of the preantral and small antral ovarian follicles. AMH levels in the blood can provide information about ovarian function, menopausal status, and can aid in assessments for developmental disorders in children. An increased level of AMH is often seen with PCOS.

Estradiol 

Estradiol is produced primarily in the ovary (follicle, corpus luteum), but small quantities are also formed in the testes and in the adrenal cortex, as well as in fat cells. During pregnancy, estradiol is mainly formed in the placenta. About 98% of estradiol is bound to transport proteins (SHBG and albumin). Estradiol secretion has two surges during the menstrual cycle. The determination of estradiol is utilized clinically in the elucidation of fertility disorders in the hypothalamus-pituitary-gonad axis, gynecomastia, estrogen-producing ovarian and testicular tumors and in hyperplasia of the adrenal cortex. Further clinical indications are the monitoring of fertility therapy and determining the time of ovulation within the framework of in vitro fertilization (IVF).

Estrone

Estrone is mainly produced in the gonads through the aromatization of androstenedione but can also be reversibly converted from estradiol via 17β-hydroxysteroid dehydrogenase. Serum estrone is primarily bound to albumin and partially bound to sex hormone-binding globulin (SHBG), with a small portion freely circulating. Measurement of estrone levels by itself or together with estradiol can provide information about potential metabolic disorders, tumors, or developmental disorders, such as early or delayed puberty.

Estrone sulfate

Estrone sulfate is the most abundant circulating estrogen in women and is thought to serve as a long-term reservoir for estrone and estradiol. Thus, estrone sulfate serves as a precursor and intermediate to the major estrogens, estrone and estradiol. It is produced from estrone by estrogen sulfotransferases. While it is mainly biological inactive, it maintains an equilibrium of more active estrogens, such as estrone. Estrone can then be converted to the more reactive estradiol by 17β-hydroxysteroid dehydrogenase. The measurement of estrone sulfate can help with monitoring treatments for certain cancers.

Follicle Simulating Hormone (FSH)

Follicle-stimulating hormone (FSH) is a glycoprotein with two polypeptide units that is produced by the anterior pituitary gland. FSH, often together with luteinizing hormone and/or other hormones, can provide information about ovarian function, as well as help with assessing disease, such as PCOS or disorders of the pituitary or the hypothalamus.

Luteinizing Hormone (LH)

Luteinizing hormone (LH) is a heterodimeric glycoprotein that consists of one alpha and one beta subunit. LH is produced mainly in gonadotropic cells in the anterior pituitary gland. LH, often together with follicle stimulating hormone and other steroids, can provide information about ovarian function and can help with assessing disorders of the pituitary and hypothalamus.

Progesterone

Progesterone is a steroid hormone that belongs to the progestogens class of steroid hormones. It is produced in the adrenal glands, corpus luteum, and placenta. Progesterone can be used to track ovulation, monitor the health of a pregnancy, and can help with the diagnosis congenital adrenal hyperplasia.

Sex hormone-binding globulin (SHBG)

Sex hormone-binding globulin (SHBG) is the blood transport protein for androgens and estrogens. SHBG has a high binding affinity to dihydrotestosterone (DHT), medium affinity to testosterone and estradiol, and only a low affinity to estrone, dehydroepiandrosterone (DHEA), androstenedione, and estriol. Its synthesis and secretion are regulated by estrogen (Burger, et. al., 2002; Davis, et. al., 2001). SHBG serum concentrations depend on the extent, duration, and the kind of estrogen applied, and how regulation takes place. In the serum, SHBG mainly takes over the transportation of steroids and the reduction/regulation of the effect of androgen (Rosner, et. al., 1999; Burger, et. al., 2002). Decreased SHBG serum levels are associated with conditions where elevated androgen levels are present or where the effect of androgen on its target organs is excessive. This explains the gender-related differences seen between men and women, especially during puberty.

Measurement of SHBG can be an important indicator of an excessive/chronic androgenic action where androgen levels are normal, but where clinical symptoms would seem to indicate androgen in excess. SHBG is a useful supplementary parameter in the determination of androgen where a relatively high concentration of free androgen (e.g., testosterone) is suspected (Pugeat, et. al., 1996).

Elevated SHBG levels can be seen in elderly men, and are often found in patients with hyperthyroidism, cirrhosis of the liver, and some polymorphisms in the SHBG gene (Bhasin, et. al., 2018). SHBG levels also increase when oral contraceptives, estrogen or antiepileptic drugs are taken. Pregnant women have markedly higher SHBG serum concentrations due to their increased estrogen production. Decreased SHBG concentrations are often seen with hypothyroidism, PCOS, obesity, hirsutism, elevated androgen levels, alopecia, acromegaly, and some polymorphisms in the SHBG gene.

Eligible Sample

All examined participants aged 6 years and older were eligible for androstenedione, anti-Müllerian hormone, estradiol, estrone, estrone sulfate, follicle-stimulating hormone, luteinizing hormone, progesterone, and sex hormone binding globulin.

All examined participants aged 13 years and older were eligible for 17α-hydroxyprogesterone.

Description of Laboratory Methodology

The following tests for the TST: 17 α-hydroxyprogesterone, androstenedione, estrone, estrone sulfate, estradiol, and progesterone are performed via the isotope dilution liquid chromatography tandem mass spectrometry (ID-LC-MS/MS) method. ID-LC-MS/MS is performed on a triple quadrupole mass spectrometer using electrospray ionization in both positive and negative modes. The analytes are identified based on chromatographic retention time and on specific mass to charge ratio transitions using selected reaction monitoring (SRM). Isotopically labeled internal standards are used for each analyte.

AMH is based on the reaction of AMH with immuno-antibodies and chemiluminescence measurements of the reaction products after two incubation periods. This assay consists of two incubation steps and a chemiluminescent measurement obtained with a photomultiplier tube. 

LH is a test based on the reaction of LH with immuno-antibodies and chemiluminescence measurements for the reaction products. This assay consists of two incubation steps and a chemiluminescent measurement obtained with a photomultiplier tube.

FSH is a test based on the reaction of FSH with immuno-antibodies and chemiluminescence measurements for the reaction products. This assay consists of two incubation steps and a chemiluminescent measurement obtained with a photomultiplier tube.

SHBG is based on the reaction of SHBG with immuno-antibodies and chemiluminescence measurements of the reaction products that occurs after two incubation periods and subjecting to a magnetic field. The microparticles are captured on an electrode, where a chemiluminescent reaction occurs and can be measured by a photomultiplier tube.

Refer to the Laboratory Method Files section for a detailed description of the laboratory methods used.

There were some changes to this cycle. The following analyte from 2015-2016 was dropped: LBXTST. The following analytes were added after the 2015-2016 cycle: SST17H, SSTAND, SSTAMH, SSTESO, SSTES1, SSTFSH, SSTLUH, SSTPG4. The following analytes were renamed for this file: LBXSHBG (renamed to SSTSHBG) and LBXEST (renamed to SSTEST). The following analyte had a method change: SSTEST.

Laboratory Method Files

Anti-Müllerian Hormone (December 2024)

Follicle-Stimulating Hormone (December 2024)

Luteinizing Hormone (December 2024)

Sex Hormone-Binding Globulin (December 2024)

Panel of Steroid Hormones (December 2024)

Laboratory Quality Assurance and Monitoring

All QC procedures recommended by the manufacturers were followed. Reported results for all assays meet the Division of Environmental Health Laboratory Sciences’ quality assurance and quality control (QA/QC) performance criteria for accuracy and precision, similar to the Westgard rules (Caudill, et. al., 2008).

Data Processing and Editing

The data were reviewed. Incomplete data or improbable values were sent to the performing laboratory for confirmation.

Seven derived variables were created in this data file. The variables were created using the following formulas:

SST17HSI

17α-hydroxyprogesterone in ng/dL (SST17H) was converted to nmol/L (SST17HSI) by multiplying by 0.0303.

SSTANDSI

Androstenedione in ng/dL (SSTAND) was converted to nmol/L (SSTANDSI) by multiplying by 0.0349.

SSTAMHSI

Anti-Müllerian hormone in ng/mL (SSTAMH) was converted to pmol/L (SSTAMHSI) by multiplying by 7.14.

SSTESTSI

Estradiol in pg/mL (SSTEST) was converted to pmol/L (SSTESTSI) by multiplying by 3.67.

SSTESOSI

Estrone in ng/dL (SSTESO) was converted to pmol/L (SSTESOSI) by multiplying by 37.0.

SSTES1SI

Estrone sulfate in pg/mL (SSTES1) was converted to pmol/L (SSTES1SI) by multiplying by 2.73.

SSTPG4SI

Progesterone in ng/dL (SSTPG4) was converted to nmol/L (SSTPG4SI) by multiplying by 0.0318.

Analytic Notes

Refer to the 2017–2018 Laboratory Data Overview for general information on NHANES laboratory data.

There are over 800 laboratory tests performed on NHANES participants. However, not all participants provided biospecimens or enough volume for all the tests to be performed. Additionally, availability of specimens for surplus projects is lower than for other laboratory tests performed on NHANES participants. The specimen availability can also vary by age or other population characteristics. Analysts should evaluate the extent of missing data in the dataset related to the outcome of interest as well as any predictor variables used in the analyses to determine whether additional re-weighting for item non-response is necessary.

Please refer to the NHANES Analytic Guidelines and the on-line NHANES Tutorial for further details on the use of sample weights and other analytic issues.

Subsample Weights

Most analytes included in this dataset were measured in all examined participants aged 6 years and older. Examined participants aged 13 years and older were eligible for 17α-hydroxyprogesterone. Special sample weights are required to analyze these data properly. Specific sample weights for this subsample, WTSSTS2Y, are included in this data file and should be used when analyzing these data. The sample weights created for this file used the examination sample weight, i.e., WTMEC2YR, as the base weight. The base weight was adjusted for additional nonresponse to these lab tests and re-poststratified to the population total using sex, age, and race/Hispanic origin. Participants who were part of the eligible population but who did not provide a serum specimen, or did not have sufficient volume of biospecimens, or who did not give consent for their specimens to be used for future research are included in the file, but they have a sample weight assigned “0” in their records.

Demographic and Other Related Variables

The analysis of NHANES laboratory data must be conducted using the appropriate survey design and demographic variables. The NHANES 2017-2018 Demographics File contains demographic data, health indicators, and other related information collected during household interviews as well as the sample design variables. The recommended procedure for variance estimation requires use of stratum and PSU variables (SDMVSTRA and SDMVPSU, respectively) in the demographic data file.

This laboratory data file can be linked to the other NHANES data files using the unique survey participant identifier (i.e., SEQN).

Detection Limits

The detection limits were constant for all of the analytes in the data set. Two variables are provided for each of these analytes. The variable name ending in “LC” (ex., SST17HLC) indicates whether the result was below the limit of detection: the value “0” means that the result was at or above the limit of detection, “1” indicates that the result was below the limit of detection. The other variable (ex., SST17H) provides the analytic result for that analyte. For analytes with analytic results below the lower limit of detection (ex., SST17HLC=1), an imputed fill value was placed in the analyte results field. This value is the lower limit of detection divided by square root of 2 (LLOD/sqrt[2]).

The lower limit of detection (LLOD) for steroid hormone panel:

Variable Name	SAS Label	LLOD
SST17H	17a-hydroxyprogesterone (ng/dL)	0.41
SSTAND	Androstenedione (ng/dL)	0.82
SSTAMH	Anti-Mullerian hormone (ng/mL)	0.03*
SSTEST	Estradiol (pg/mL)	1.72
SSTESO	Estrone (ng/dL)	0.13
SSTES1	Estrone Sulfate (pg/mL)	2.04
SSTFSH	Follicle Stimulating Hormone (mIU/mL)	0.30
SSTLUH	Luteinizing Hormone (mIU/mL)	0.10
SSTPG4	Progesterone (ng/dL)	0.86
SSTSHG	SHBG (nmol/L)	0.35

                    *Values not reported below the Limit of Quantitation (LLOQ).

References

• Araujo A.B., Esche G.R., Kupelian V., O'Donnell A.B., Travison T.G., Williams R.E., et al. Prevalence of symptomatic androgen deficiency in men. J Clin Endocrinol Metab. (2007) Nov;92(11):4241-7.
• Bhasin S., Brito J.P., Cunningham G.R., Hayes F.J., Hodis H.N., Matsumoto A.M. et al. Testosterone therapy in men with hypogonadism: an Endocrine Society clinical practice guideline. J Clin Endocrinol Metab. (2018) May 1;103(5):1715-44.
  
• Burger H.G., Dudley E.C., Robertson D.M., Dennerstein L. Hormonal changes in the menopause transition. Recent Prog Horm Res. (2002) 57:257-75.
• Caudill S.P., Schleicher R.L., Pirkle J.L., Multi-rule quality control for the age-related eye disease study. Statist. Med. (2008) 27(30):4094-106.
• Davis S., Mirick D.K., Stevens R.G. Night shift work, light at night, and risk of breast cancer. J Natl Cancer Inst. (2001) Oct 17;93(20):1557-62.
• Pugeat M., Crave J.C., Tourniaire J., Forest M.G. Clinical utility of sex hormone-binding globulin measurement.  Horm Res (1996) 45:148-55. 
• Rosner W., Hryb D.J., Khan M.S., Nakhla A.M., Romas N.A. Sex hormone-binding globulin mediates steroid hormone signal transduction at the plasma membrane. J Steroid Biochem Mol Biol. (1999) Apr-Jun;69(1-6):481-5.

Codebook and Frequencies