Group items tagged

Compared to women without HA, those with HA had significantly higher odds of having the MetS, which was mainly explained by the associations between HA and the lipid- and glucose components of the MetS

FTI-blood test might add value to the cardiovascular risk assessment of premenopausal women with morbid obesity

We calculated the free testosterone index (FTI) using the formula: FTI = 100 x serum testosterone (nmol/L) / sex hormone binding globulin (SHBG, nmol/L)

In longitudinal studies, decreased levels of total testosterone and SHBG predicted an increased incidence of metabolic syndrome in nonobese men

Free testosterone level is not associated with the prevalence of metabolic syndrome in middle-aged and older men

Levels of free, bioavailable and total testosterone are lower in men with T2DM than in age-matched controls,34, 35 and decreased total testosterone level predicts incident T2DM in middle-aged men.

men with T2DM commonly have low total or free testosterone levels

Total, bioavailable and free testosterone levels are inversely correlated with fasting insulin level and insulin resistance in middle-aged men without T2DM

total testosterone is positively correlated with insulin sensitivity in men with normal or impaired glucose tolerance or T2DM

low SHBG level is more strongly associated with metabolic syndrome than low total testosterone in aging men

the recognized association between low SHBG level and insulin resistance

Low levels of SHBG are also associated with smaller, denser LDL-cholesterol molecules in nondiabetic men,58 and were found to predict increased cardiovascular disease mortality in one study of older men

Low levels of SHBG might reflect obesity, insulin resistance and overall poor health

Compared with those who have normal testosterone levels, men aged 40 years or more with total testosterone levels <9.8 nmol/l or elevated LH level have greater CIMT

In men aged 73–94 years, total testosterone was inversely correlated with CIMT

a prospective analysis of men aged 73–91 years, progression of CIMT was not related to total testosterone level, but it was inversely related to free testosterone level

A study of men aged 55 years or more found that those with total and bioavailable testosterone levels in the highest tertile had a lower risk of severe aortic atherosclerosis (detected by radiography as abdominal aortic calcification) than those with the lowest testosterone levels.

a large study of men aged 69–80 years, those with total or free testosterone in the lowest quartile had increased odds of lower-extremity peripheral arterial disease

the possibility of reverse causation has to be considered, as systemic illness can result in decreased testosterone levels

previous case–control studies and longitudinal studies have failed to identify low testosterone levels as strong predictors of clinically significant coronary disease

Reviews of trials on testosterone therapy in men with either low or low-to-normal testosterone levels have not shown consistent beneficial effects either on lipid profiles or on actual cardiovascular events.24, 54, 55 These trials, however, have not been designed or powered to detect treatment-related differences in cardiovascular outcome

testosterone therapy causes a shift in the skeletal muscle of CHF patients toward a higher concentration of type I muscle fibers

Testosterone replacement therapy has also been shown to improve the homeostatic model of insulin resistance and hemoglobin A1c in diabetics26,68–69 and to lower the BMI in obese patients.

Lower levels of endogenous testosterone have been associated with longer duration of the QTc interval

testosterone replacement has been shown to shorten the QTc interval

negative correlation has been demonstrated between endogenous testosterone levels and IMT of the carotid arteries, abdominal aorta, and thoracic aorta

These findings suggest that men with lower levels of endogenous testosterone may be at a higher risk of developing atherosclerosis.

Current guidelines from the Endocrine Society make no recommendations on whether patients with heart disease should be screened for hypogonadism and do not recommend supplementing patients with heart disease to improve survival.

The Massachusetts Male Aging Study also projects ≈481 000 new cases of hypogonadism annually in US men within the same age group

since 1993 prescriptions for testosterone, regardless of the formulation, have increased nearly 500%

Testosterone levels are lower in patients with chronic illnesses such as end‐stage renal disease, human immunodeficiency virus, chronic obstructive pulmonary disease, type 2 diabetes mellitus (T2DM), obesity, and several genetic conditions such as Klinefelter syndrome

A growing body of evidence suggests that men with lower levels of endogenous testosterone are more prone to develop CAD during their lifetimes

There are 2 major potential confounding factors that the older studies generally failed to account for. These factors are the subfraction of testosterone used to perform the analysis and the method used to account for subclinical CAD.

The biologically inactive form of testosterone is tightly bound to SHBG and is therefore unable to bind to androgen receptors

The biologically inactive fraction of testosterone comprises nearly 68% of the total testosterone in human serum

The biologically active subfraction of testosterone, also referred to as bioavailable testosterone, is either loosely bound to albumin or circulates freely in the blood, the latter referred to as free testosterone

It is estimated that ≈30% of total serum testosterone is bound to albumin, whereas the remaining 1% to 3% circulates as free testosterone

it can be argued that using the biologically active form of testosterone to evaluate the association with CAD will produce the most reliable results

English et al14 found statistically significant lower levels of bioavailable testosterone, free testosterone, and free androgen index in patients with catheterization‐proven CAD compared with controls with normal coronary arteries

patients with catheterization‐proven CAD had statistically significant lower levels of bioavailable testosterone

In conclusion, existing evidence suggests that men with CAD have lower levels of endogenous testosterone,13–18 and more specifically lower levels of bioavailable testosterone

low testosterone levels are associated with risk factors for CAD such as T2DM25–26 and obesity

In a meta‐analysis of these 7 population‐based studies, Araujo et al41 showed a trend toward increased cardiovascular mortality associated with lower levels of total testosterone, but statistical significance was not achieved (RR, 1.25

the authors showed that a decrease of 2.1 standard deviations in levels of total testosterone was associated with a 25% increase in the risk of cardiovascular mortality

the relative risk of all‐cause mortality in men with lower levels of total testosterone was calculated to be 1.35

higher risk of cardiovascular mortality is associated with lower levels of bioavailable testosterone

Existing evidence seems to suggest that lower levels of endogenous testosterone are associated with higher rates of all‐cause mortality and cardiovascular mortality

studies have shown that lower levels of endogenous bioavailable testosterone are associated with higher rates of all‐cause and cardiovascular mortality

It may be possible that using bioavailable testosterone to perform mortality analysis will yield more accurate results because it prevents the biologically inactive subfraction of testosterone from playing a potential confounding role in the analysis

The earliest published material on this matter dates to the late 1930s

the concept that testosterone replacement therapy improves angina has yet to be proven wrong

In more recent studies, 3 randomized, placebo‐controlled trials demonstrated that administration of testosterone improves myocardial ischemia in men with CAD

The improvement in myocardial ischemia was shown to occur in response to both acute and chronic testosterone therapy and seemed to be independent of whether an intravenous or transdermal formulation of testosterone was used.

testosterone had no effect on endothelial nitric oxide activity

There is growing evidence from in vivo animal models and in vitro models that testosterone induces coronary vasodilation by modulating the activity of ion channels, such as potassium and calcium channels, on the surface of vascular smooth muscle cells

Experimental studies suggest that the most likely mechanism of action for testosterone on vascular smooth muscle cells is via modulation of action of non‐ATP‐sensitive potassium ion channels, calcium‐activated potassium ion channels, voltage‐sensitive potassium ion channels, and finally L‐type calcium ion channels

Corona et al confirmed those results by demonstrating that not only total testosterone levels are lower among diabetics, but also the levels of free testosterone and SHBG are lower in diabetic patients

Laaksonen et al65 followed 702 Finnish men for 11 years and demonstrated that men in the lowest quartile of total testosterone, free testosterone, and SHBG were more likely to develop T2DM and metabolic syndrome.

Vikan et al followed 1454 Swedish men for 11 years and discovered that men in the highest quartile of total testosterone were significantly less likely to develop T2DM

authors demonstrated a statistically significant increase in the incidence of T2DM in subjects receiving gonadotropin‐releasing hormone antagonist therapy. In addition, a significant increase in the rate of myocardial infarction, stroke, sudden cardiac death, and development of cardiovascular disease was noted in patients receiving antiandrogen therapy.67

Several authors have demonstrated that the administration of testosterone in diabetic men improves the homeostatic model of insulin resistance, hemoglobin A1c, and fasting plasma glucose

Existing evidence strongly suggests that the levels of total and free testosterone are lower among diabetic patients compared with those in nondiabetics

insulin seems to be acting as a stimulant for the hypothalamus to secret gonadotropin‐releasing hormone, which consequently results in increased testosterone production. It can be argued that decreased stimulation of the hypothalamus in diabetics secondary to insulin deficiency could result in hypogonadotropic hypogonadism

BMI has been shown to be inversely associated with testosterone levels

This interaction may be a result of the promotion of lipolysis in abdominal adipose tissue by testosterone, which may in turn cause reduced abdominal adiposity. On the other hand, given that adipose tissue has a higher concentration of the enzyme aromatase, it could be that increased adipose tissue results in more testosterone being converted to estrogen, thereby causing hypogonadism. Third, increased abdominal obesity may cause reduced testosterone secretion by negatively affecting the hypothalamus‐pituitary‐testicular axis. Finally, testosterone may be the key factor in activating the enzyme 11‐hydroxysteroid dehydrogenase in adipose tissue, which transforms glucocorticoids into their inactive form.

increasing age may alter the association between testosterone and CRP. Another possible explanation for the association between testosterone level and CRP is central obesity and waist circumference

Bai et al have provided convincing evidence that testosterone might be able to shorten the QTc interval by augmenting the activity of slowly activating delayed rectifier potassium channels while simultaneously slowing the activity of L‐type calcium channels

consistent evidence that supplemental testosterone shortens the QTc interval.

Intima‐media thickness (IMT) of the carotid artery is considered a marker for preclinical atherosclerosis

Studies have shown that levels of endogenous testosterone are inversely associated with IMT of the carotid artery,126–128,32,129–130 as well as both the thoracic134 and the abdominal aorta

1 study has demonstrated that lower levels of free testosterone are associated with accelerated progression of carotid artery IMT

another study has reported that decreased levels of total and bioavailable testosterone are associated with progression of atherosclerosis in the abdominal aorta

These findings suggest that normal physiologic testosterone levels may help to protect men from the development of atherosclerosis

Czesla et al successfully demonstrated that the muscle specimens that were exposed to metenolone had a significant shift in their composition toward type I muscle fibers

Type I muscle fibers, also known as slow‐twitch or oxidative fibers, are associated with enhanced strength and physical capability

It has been shown that those with advanced CHF have a higher percentage of type II muscle fibers, based on muscle biopsy

Studies have shown that men with CHF suffer from reduced levels of total and free testosterone.137 It has also been shown that reduced testosterone levels in men with CHF portends a poor prognosis and is associated with increased CHF mortality.138 Reduced testosterone has also been shown to correlate negatively with exercise capacity in CHF patients.

Testosterone replacement therapy has been shown to significantly improve exercise capacity, without affecting LVEF

the results of the 3 meta‐analyses seem to indicate that testosterone replacement therapy does not cause an increase in the rate of adverse cardiovascular events

Data from 3 meta‐analyses seem to contradict the commonly held belief that testosterone administration may increase the risk of developing prostate cancer

One meta‐analysis reported an increase in all prostate‐related adverse events with testosterone administration.146 However, when each prostate‐related event, including prostate cancer and a rise in PSA, was analyzed separately, no differences were observed between the testosterone group and the placebo group

the existing data from the 3 meta‐analyses seem to indicate that testosterone replacement therapy does not increase the risk of adverse cardiovascular events

the authors correctly point out the weaknesses of their study which include retrospective study design and lack of randomization, small sample size at extremes of follow‐up, lack of outcome validation by chart review and poor generalizability of the results given that only male veterans with CAD were included in this study

the studies that failed to find an association between testosterone and CRP used an older population group

low testosterone may influence the severity of CAD by adversely affecting the mediators of the inflammatory response such as high‐sensitivity C‐reactive protein, interleukin‐6, and tumor necrosis factor–α

Researchers tried to examine whether serum total or free testosterone would be a better/more reliable choice when studying the effect of testosterone. The results were mixed. Some reported significant associations of both serum total and free testosterone level with clinical parameters25, whereas others reported that only serum free testosterone26 or only serum total testosterone6 showed significant associations.

−0.124 nmol/L/year in serum total testosterone

In experimental studies, androgen receptor knockout mice developed significant insulin resistance rapidly

In mouse models, testosterone promoted differentiation of pluripotent stem cells to the myogenic lineage

testosterone decreased insulin resistance by enhancing catecholamine induced lipolysis in vitro, and reducing lipoprotein lipase activity and triglyceride uptake in human abdominal tissue in vivo

by promoting lipolysis and myogenesis, testosterone might lead to improved insulin resistance

testosterone regulated skeletal muscle genes involved in glucose metabolism that led to decreased systemic insulin resistance

In the liver, hepatic androgen receptor signaling inhibited development of insulin resistance in mice

independent and inverse association of testosterone with hepatic steatosis shown in a cross-sectional study carried out in humans

In short, androgen improves insulin resistance by changing body composition and reducing body fat.

Although a low serum testosterone level could contribute to the development of obesity and type 2 diabetes through changes in body composition, obesity might also alter the metabolism of testosterone

In obese men, the peripheral conversion from testosterone to estrogen could attenuate the amplitude of luteinizing hormone pulses and centrally inhibit testosterone production

leptin, an adipokine, has been shown to be inversely correlated with serum testosterone level in men

Leydig cells expressed leptin receptors and leptin has been shown to inhibit testosterone secretion, suggesting a role of obesity and leptin in the pathogenesis of low testosterone

Baltimore Longitudinal Study of Aging (BLSA) cohort made up of 3,565 middle-class, mostly Caucasian men from the USA, the incidence of low serum total testosterone increased from approximately 20% of men aged over 60 years, 30% over 70 years, to 50% over 80 years-of-age

30–44% sex hormone binding globulin (SHBG)-bound testosterone and 54–68% albumin-bound testosterone

As the binding of testosterone to albumin is non-specific and therefore not tight, the sum of free and albumin-bound testosterone is named bioavailable testosterone, which reflects the hormone available at the cellular level

Serum total testosterone is composed of 0.5–3.0% of free testosterone unbound to plasma proteins

alterations in SHBG concentration might affect total serum testosterone level without altering free or bioavailable testosterone

listed in Table​T

A significant, independent and longitudinal effect of age on testosterone has been observed with an average change of −0.124 nmol/L/year in serum total testosterone28. The same trend has been shown in Europe and Australia

Asian men residing in HK and Japan, but not those living in the USA, had 20% higher serum total testosterone than in Caucasians living in the USA, as shown in a large multinational observational prospective cohort of the Osteoporotic Fractures in Men Study

subjects with chronic diseases consistently had a 10–15% lower level compared with age-matched healthy subjects

In Caucasians, the mean serum total testosterone level for men in large epidemiological studies has been reported to range from 15.1 to 16.6 nmol/L

Asians, higher values, ranging from 18.1 to 19.1 nmol/L, were seen in Korea and Japan

Chinese middle-aged men reported a similar mean serum testosterone level of 17.1 nmol/L in 179 men who had a family history of type 2 diabetes and 17.8 nmol/L in 128 men who had no family history of type 2 diabetes

The reduction of total testosterone was 0.4% per year in both groups

HK involving a cohort of 1,489 community-dwelling men with a mean age of 72 years, a mean serum total testosterone of 19.0 nmol/L was reported

pro-inflammatory factors, such as tumor necrosis factor-α in the testes, could locally inhibit testosterone biosynthesis in Leydig cells47, and testosterone treatment in men was shown to reduce the level of tumor necrosis factor-α

In Asians, a genetic deletion polymorphism of uridine diphosphate-glucuronosyltransferase UGT2B17 was associated with reduced androgen glucuronidation. This resulted in higher level of active androgen in Asians as compared to Caucasians, as Caucasians' androgen would be glucuronidated into inactive forms faster.

Compared with Caucasians, the frequency of this deletion polymorphism of UGT2B17 was 22-fold higher in Asian subjects

Other researchers have suggested that environmental, but not genetic, factors influenced serum total testosterone

The basal and ligand-induced activity of the AR is inversely associated with the length of the CAG repeat chain

In the European Male Aging Study, increased estrogen/androgen ratio in association with longer AR CAG repeat was observed

a smaller number of AR CAG repeat had been shown to be associated with benign prostate hypertrophy and faster prostate growth during testosterone treatment

In India, men with CAG ≤19 had increased risk of prostate cancer

the odds of having a short CAG repeat (≤17) were substantially higher in patients with lymph node-positive prostate cancer than in those with lymph node-negative disease or in the general population

assessing the polymorphism at the AR level could be a potential tool towards individualized assessment and treatment of hypogonadism.

In elderly men, there was reduced testicular response to gonadotropins with suppressed and altered pulsatility of the hypothalamic pulse generator

a significant, independent and longitudinal effect of age on serum total testosterone level had been observed

A significant graded inverse association between serum testosterone level and insulin levels independent of age has also been reported in Caucasian men

Low testosterone is commonly associated with a high prevalence of MES

most studies showed that changes in serum testosterone level led to changes in body composition, insulin resistance and the presence of MES, the reverse might also be possible

MES predicted a 2.6-fold increased risk of development of low serum testosterone level independent of age, smoking and other potential confounders

Other prospective studies have shown that development of MES accelerated the age-related decline in serum testosterone level

In men with type 2 diabetes, changes in serum testosterone level over time correlated inversely with changes in insulin resistance

weight loss by either diet control or bariatric surgery led to a substantial increase in total testosterone, especially in morbidly obese men, and the rise in serum testosterone level was proportional to the amount of weight lost

To date, published clinical trials are small, of short duration and often used pharmacological, not physiological, doses of testosterone

In the population-based Osteoporotic Fractures in Men Study cohort from Sweden, men in the highest quartile of serum testosterone level had the lowest risk of cardiovascular events compared with men in the other three quartiles (hazard ratio [HR] 0.70

low serum total testosterone was associated with a significant fourfold higher risk of cardiovascular events when comparing men from the lowest testosterone tertile with those in the highest tertile

Shores et al. were the first to report that low serum testosterone level, including both serum total and free testosterone, was associated with increased mortality

low serum total testosterone predicted increased risk of cardiovascular mortality with a HR of 1.38

low serum total testosterone increased all-cause (HR 1.35, 95% CI 1.13–1.62, P < 0.001) and cardiovascular mortality (HR 1.25

European Association for the Study of Diabetes 2013 suggested there was an inverse relationship between serum testosterone level and acute myocardial infarction

Diabetic men in the highest quartile of serum total testosterone had a significantly reduced risk of acute MI when compared with those in the lower quartiles

serum total testosterone level in the middle two quartiles at baseline predicted reduced incidence of death compared with having the highest and lowest levels

aging in men is associated with decreases in bone mineral density (BMD) (18, 19), lean body and muscle mass

strength (22, 23) and aerobic capacity (24), as well as with increases in total and abdominal body fat, low-density lipoprotein cholesterol, and/or low-density lipoprotein/high-density lipoprotein cholesterol ratios (25, 26, 27, 28), all of which also occur in nonelderly hypogonadal men

Most (1, 5, 6, 7, 8, 9), but not all (10, 11, 12), cross-sectional studies have demonstrated a decrease, with age, in total T in men

total T, but not free T index, tended to decrease with greater BMI is consistent with prior studies showing that obesity is associated with decreases in both SHBG and total T, with an unchanged T-to-SHBG ratio

The conventional definition for T levels is statistical (values more than 2 sd below the mean), rather than functional. Such a definition does not reflect clinical realities, such as the existence of characteristic individual set points for circulating hormone levels, below which one, but not another, individual may develop metabolic changes of hormone deficiency; nor does it address the concept of reserve capacity, the possibility that persons with hormone levels 2 sd below the population mean still may have adequate hormone concentrations to meet their metabolic needs.

both T and free T index (a calculated value related to free or bioavailable T) decreased progressively at a rate that did not vary significantly with age, from the third to the ninth decades.

contrasts with other studies showing diminished free, as well as total, T in with increasing total (48) or abdominal (49) obesity in men.

Our analysis of date-adjusted T and free T index levels, by decade, showed that relatively high numbers of older men in this generally healthy population had at least one hypogonadal value (defined as below the 2.5th percentile for young men)

The issue of how properly to define hypogonadism, or indeed any hormone deficiency, remains problematic

The decrease in free T index was somewhat steeper than that of total T, owing to a trend for an increase in SHBG with age

LH for gonadal function

It would clearly be better to define the lower limit of normal for a hormone as: the blood level at which metabolic and/or clinical sequelae of hormone deficiency begin to appear, or the level below which definite benefits can be demonstrated for hormone supplementation for a significant proportion of the population

an effect of aging to lower both total and bioavailable circulating T levels at a relatively constant rate, independent of obesity, illness, medications, cigarette smoking, or alcohol intake

hypogonadal–obesity–adipocytokine hypothesis

The presence of estradiol and the adipocytokines TNF-α, IL6, and leptin (as a result of leptin resistance in obesity) inhibits the hypothalamic–pituitary–testicular axis response to decreasing androgen levels

An increasing number of studies have illustrated the potential for applying metabolomics to the field of androgen research

As early as the 1940s, the therapeutic use of testosterone was reported to improve angina pectoris in men with coronary artery disease

most of the epidemiological studies reported increased cardiovascular risk and mortality in men with low testosterone levels

long-term testosterone replacement appears to be a safe and effective means of treating hypogonadal elderly men

a recent interventional trial showed that testosterone treatment was associated with decreased mortality when compared with no testosterone treatment in an observational cohort of men with low testosterone levels

a number of short-term studies conducted support the notion that testosterone therapy reduces the cardiovascular risk

The majority of animal studies support the hypothesis that the actions of testosterone on vascular relaxation are both endothelium-dependent and -independent vasodilatory effects

Endothelial-dependent actions of testosterone increase the expression or activity of endothelial nitric oxide synthase and enhance nitric oxide production, which in turn activates cyclic guanosine monophosphate to induce vasorelaxation in smooth muscle cells

Endothelial-independent mechanisms of testosterone are believed to occur primarily via inhibition of voltage-operated Ca2+ channels and/or activation of K+ channels in smooth muscle cells

Testosterone may also inhibit intracellular Ca2+ influx via store-operated Ca2+ channels by blocking the response to prostaglandin F2α

testosterone has demonstrated anti-inflammatory effects to protect against atherogenesis in animal studies

both genomic AR activation to modulate gene transcription and non-genomic activation to modulate the rapid intracellular signaling pathways of ion channels may mediate testosterone effects on vascular function and inflammation.

Butenandt & Ruzicka first showed how testosterone is synthesized and responsible for masculine characteristics in the early 1930s

Gut bacteria in the cecum and large intestine produce SCFAs mainly from nondigestible carbohydrates that pass the small intestine unaffected

plant cell-wall polysaccharides, oligosaccharides, and resistant starches

inulin shifted the relative production of SCFAs from acetate to propionate and butyrate

age of approximately 3–4 years, when it becomes mature

SCFAs affect lipid, glucose, and cholesterol metabolism

colonocytes, the first host cells that take up SCFAs and which depend largely on butyrate for their energy supply

the microbiota educate the immune system and increase the tolerance to microbial immunodeterminants

the microbiota act as a metabolic organ that can break down otherwise indigestible food components, degrade potentially toxic food compounds like oxalate, and synthesize certain vitamins and amino acids

a large part of the SCFAs is used as a source of energy

The general idea is that colonocytes prefer butyrate to acetate and propionate, and oxidize it to ketone bodies and CO2

Exogenous acetate formed by colonic bacterial fermentation enters the blood compartment and is mixed with endogenous acetate released by tissues and organs (103, 104). Up to 70% of the acetate is taken up by the liver (105), where it is not only used as an energy source, but is also used as a substrate for the synthesis of cholesterol and long-chain fatty acids and as a cosubstrate for glutamine and glutamate synthesis

SCFAs regulate the balance between fatty acid synthesis, fatty acid oxidation, and lipolysis in the body.

Fatty acid oxidation is activated by SCFAs, while de novo synthesis and lipolysis are inhibited

obese animals in this study showed a 50% reduction in relative abundance of the Bacteroidetes (i.e., acetate and propionate producers), whereas the Firmicutes (i.e., butyrate producers) were proportionally increased compared with the lean counterparts.

increase in total fecal SCFA concentrations in obese humans.

In humans the distinct relation between the Firmicutes:Bacteroidetes ratio and obesity is less clear.

An alcohol-induced rise in estrogens as a consequence of alcohol catabolism in the liver has been reported

The only study that looked at the association between alcohol and wine consumption in healthy women did not report a clear association

smoking has been reported to increase induction of the 2-hydroxylation metabolic pathway (24). However, the few epidemiological studies conducted on healthy women showed no difference in estrogen metabolites with smoking status (22) or smoking dose (20), in line with our findings.

Family history of a first-degree family member with breast cancer confers a 2- to 4-fold risk of developing breast cancer

16% of breast cancers are due to unidentified hereditary factors

Estrogen metabolism occurs through enzymes whose activity is determined by the presence of specific genetic polymorphisms, thus can be defined as unique to each individual.

the metabolism is also influenced by a number of environmental factors, which change over a lifetime

significantly lower 2:16 OHE ratio in women who have known breast cancer risk factors compared with healthy women

There was an additional significant association specifically with BMI and alcohol use, which also supports the evidence that these factors affect estrogen metabolism

Profiling estrogen metabolites may identify women who are more likely to develop breast cancer within a population of women with known risk factors