Cancer Epidemiology, Biomarkers & Prevention
Reducing Bioavailable Sex Hormones through a Comprehensive Change
in Diet: the Diet and Androgens (DIANA) Randomized Trial1
Franco Berrino,2 Cristina Bellati, Giorgio Secreto, increased phytoestrogen intake decreases the Edgarda Camerini, Valeria Pala, Salvatore Panico, bioavailability of serum sex hormones in hyperandrogenic Giovanni Allegro, and Rudolf Kaaks postmenopausal women. Additional studies are needed to
Unit of Epidemiology (F. B., C. B.,V. P.), Unit of Nuclear Medicine (G. S.),
determine whether such effects can reduce the risk of
Unit of Laboratory Medicine (E. C.), Istituto Nazionale Tumori, 20133 Milan,
developing breast cancer.
Italy; Department of Clinical and Experimental Medicine, Federico IIUniversity, 80131 Naples, Italy (S. P.); Association Le Cinque Stagioni, 10018Ivrea, Italy (G. A.); and Nutrition and Cancer Unit, International Agency forResearch on Cancer, 69372 Lyon, France (R. K.)
Introduction
Recent prospective studies have provided strong evidence thatthe risk of developing breast cancer in postmenopausal womenis increased by high serum levels of testosterone and estradiol,
Abstract
low levels of sex hormone-binding globulin, and, hence, high
High serum levels of testosterone and estradiol, the
circulating levels of free steroid sex hormones (1–7). Evidence
bioavailability of which may be increased by Western
is accumulating that Western dietary habits contribute this
dietary habits, seem to be important risk factors for
high-risk hormonal profile, but the efficacy of changes in diet
postmenopausal breast cancer. We hypothesized that an
in reducing the availability of sex hormones has not been
ad libitum diet low in animal fat and refined carbohydrates and rich in low-glycemic-index foods,
Chronic hyperinsulinemia may be a key link between
monounsaturated and n-3 polyunsaturated fatty acids,
nutrition-related life-style factors, development of a high-risk
and phytoestrogens, might favorably modify the
steroid hormone profile, and increased breast cancer incidence
hormonal profile of postmenopausal women. One hundred and four postmenopausal women selected from
(8). Insulin inhibits the hepatic production of sex hormone-
312 healthy volunteers on the basis of high serum
binding globulin (9) and stimulates the ovarian production of
testosterone levels were randomized to dietary
androgens (10, 11). Women who are overweight, especially
intervention or control. The intervention included
those with large intra-abdominal fat stores, which in postmeno-
intensive dietary counseling and specially prepared group
pausal women are often associated with increased risk of breast
meals twice a week over 4.5 months. Changes in serum
cancer (12), often have insulin resistance (9, 13), low serum
levels of testosterone, estradiol, and sex hormone-binding
levels of sex hormone-binding globulin (14), and high sex
globulin were the main outcome measures. In the
hormone levels (15). Epidemiological studies suggest an asso-
intervention group, sex hormone-binding globulin
ciation of breast cancer risk with increased serum levels of
increased significantly (from 36.0 to 45.1 nmol/liter)
insulin (16) and also with increased activity of insulin-like
compared with the control group (25 versus 4%,; P < 0.0001) and serum testosterone decreased (from 0.41 to
The availability of steroid sex hormones in the blood may
0.33 ng/ml; ؊20 versus ؊7% in control group; P ؍
also be reduced by the dietary intake of phytoestrogens (18 –
0.0038). Serum estradiol also decreased, but the change
21), plant-derived diphenolic compounds that display both es-
was not significant. The dietary intervention group also
trogenic and antiestrogenic activities and may protect against
significantly decreased body weight (4.06 kg versus 0.54
breast cancers (22). Phytoestrogens include isoflavones from
kg in the control group), waist:hip ratio, total cholesterol,
soy (23), lignans from flax and other seeds and fiber-rich
fasting glucose level, and area under insulin curve after
vegetables (24, 25), and coumestrol from alfalfa sprouts and
oral glucose tolerance test. A radical modification in diet
other legumes (26). Indole-3-carbinol, a compound that occurs
designed to reduce insulin resistance and also involving
in cruciferous plants, also exhibits antiestrogenic activity (27).
Among women from low-cancer-risk Asian populations,
characterized by the consumption of fairly large quantities ofsoy products, serum levels of testosterone and estradiol havebeen found to be 20 –50% lower than in Western women
Received 6/6/00; revised 10/12/00; accepted 11/5/00. The costs of publication of this article were defrayed in part by the payment of
(28 –31) and inversely related to the consumption of soy prod-
page charges. This article must therefore be hereby marked advertisement in
ucts (32). Furthermore, in two (29, 33) of four studies (28, 29,
accordance with 18 U.S.C. Section 1734 solely to indicate this fact. 1
31, 33), levels of serum sex hormone-binding globulin were
This study was supported by grants from the CARIPLO Foundation, the Europe
against Cancer Program of the European Union, and the Italian Association for
higher among Asian women. Epidemiological studies have
suggested a lowered risk of breast cancer with increased urinary
2 To whom requests for reprints should be addressed, at Epidemiology Unit,
excretion of phytoestrogens (34, 35) but have not consistently
Istituto Nazionale Tumori, Via Venezian 1, 20133 Milan, Italy. Phone: 39-02-
found a negative association with increased consumption of soy
70-60-18-53 or 39-02-70-63-83-98; Fax: 39-02-23-90-762; E-mail: [email protected]. The DIANA Randomized Trial
We present here the results of the DIANA3 study. This
Before the start and at the end of the intervention, fasting
was a randomized dietary intervention in postmenopausal
blood samples and 24-h urine samples were taken and stored at
women with high plasma levels of testosterone. The hypothesis
Ϫ30°C for hormone assays. An oral glucose tolerance test was
of the study was that levels of testosterone and estradiol might
also performed, involving collection of blood samples 1, 2, and
be lowered, and levels of sex hormone-binding globulin in-
3 h after the ingestion of 100 g of glucose.
creased, by a radical change in diet. The new diet was ad
Taking into account the intraindividual variation in hor-
libitum and had two overlapping dimensions: (a) increasing
mone levels (48), we estimated that the study had a statistical
phytoestrogen intake and (b) other changes designed to reduce
power of more than 90% for detecting a 20% change in the
Increased phytoestrogen intake was ensured by increasing
Dietary Intervention. Women in the intervention group were
the consumption of soy products, other legumes, whole-grain
invited for common meals and cooking classes twice a week for
cereals, flax and other seeds, seaweed, berries, crucifers, and
18 weeks. On each occasion the menu was different, but mainly
based around Mediterranean vegetarian and macrobiotic reci-
The plasma insulin-lowering aspect involved reducing to-
pes. The foods used are described in the Appendix. We rec-
tal fat intake, so as to help reducing body mass index and waist
ommended that the same foods should be consumed on a daily
circumference, which are major determinants of insulin resist-
basis at home, but we did not prescribe menus. However, we
ance (8, 37–39); increasing the proportion of n-3 polyunsatu-rated and monounsaturated fatty acids, which may improve
provided written instructions that indicated how to substitute
insulin sensitivity (40 – 43); reducing foods rich in sugar or
meat, eggs, and dairy products with vegetable sources of es-
highly refined carbohydrates, which lead to high postprandial
sential amino acids, vitamins, and minerals; recommended that
glycemic and insulinemic responses (44) and to insulin resist-
meat, eggs, and dairy products should not be eaten more than
ance (45); and increasing consumption of low-glycemic-index
once a week; urged reducing the consumption of refined car-
foods such as unrefined cereals, legumes, and vegetables (43– 46).
bohydrates (sucrose, white bread, refined flour), substituting
The ultimate aim of the study was to determine whether
whole-grain cereal products, using fruit or fermented cereal as
such a diet might be worth investigating in long-term trials
edulcorants; and recommended cooking with little added fat
designed to reduce the risk of breast cancer.
The women were also encouraged to eat at least one
portion of a soy product (soy milk, miso soup, tofu, tempeh, or
Subjects and Methods
soy beans) every day, to season moderately with unrefined
Subjects. Three hundred and twelve healthy women, ages
olive oil and various seeds but not dairy fats, and to consume
50 – 65 years, from the Milan area (northern Italy) volunteered
to take part in the study after advertisements had been placed in
Every week, each woman received a 1-kg loaf of bread
the local media. Eligibility criteria were: (a) postmenopausal
made from whole wheat flour and 8% flax seed (half whole
for at least 2 years; (b) presence of at least one ovary; (c) not
seeds and half milled), occasionally mixed with oats or rye, and
on hormonal replacement therapy for at least the previous 6
also a free pack of other recommended products that are not a
months; (d) no history of cancer; (e) not following vegetarian,
normal part of the northern Italian diet.
macrobiotic, or other medically prescribed diet; and (f) not
In the first month of the study, participants were asked to
change their habits gradually to prevent adverse reactions due
Written informed consent was obtained from all of the
to excessive fermentation in the bowel. The diet was ad libitum,
women, and the Scientific and Ethical Committee of the Milan
and no advice was given to reduce total food intake or to count
Cancer Institute approved the study. Study Design. Levels of testosterone in the serum of the vol- unteers were determined (prebaseline), and the 104 women in Assessment of Dietary Intake and Anthropometric Meas-
the upper tertile (testosterone, Ͼ0.38 ng/ml) were selected for
urements. Before randomization, all of the women compiled a
the study. With the exception of two close friends, who were
food frequency questionnaire developed for EPIC (49). During
allocated to the same group, these women were individually
the study, compliance with dietary recommendations was mon-
randomized to the intervention and control groups (52 women
itored by 24-h food frequency diaries, which were filled in 24
each), stratified for age (above or under the median of 58
times by the intervention group and 10 times by the control
years), prebaseline serum testosterone (three levels), and pre-
women. In the 4th month of the study, all of the women were
baseline fasting insulin (three levels). We selected women on
interviewed and asked to recall everything they had eaten in the
the basis of the serum testosterone level because its measure-
preceding 24 h, including quantities. Data were collected with
ment is highly reliable (47), and it has been shown to predict
the computerized EPIC 24-h dietary recall system (50), which
breast cancer risk not less than estrogen levels (1, 2). The
was then used to estimate absolute intakes of nutrients and
women in the intervention group agreed to adhere to the diet
energy in the two groups. The system makes use of the Italian
described below for 4.5 months. The control women were not
food composition database (51), which also includes several
given any information about this diet, nor any dietary instruc-
foods used in macrobiotic recipes. Average consumption of
tion, but were advised to increase their consumption of fruit and
isoflavonoids and lignans by the intervention and the control
vegetables according to the cancer prevention decalogue of the
groups were estimated from available databases on the phy-
Europe against Cancer program, a leaflet largely available to
toestrogen content of foods (23–26, 52, 53) and from the food
frequency diaries, using as standard portion sizes those derivedfrom the interviews.
Height, weight, waist circumferences (at natural waist
when clearly identifiable or midway between lower rib and iliac
The abbreviations used are: DIANA, diet and androgens; EPIC, European
crest), and hip circumference (at crotch) were measured at the
Prospective Investigation into Cancer and Nutrition; IRMA, immunoradiometricassay; MEIA, microparticles enzyme immunoassay.
beginning and at the end of the study. Cancer Epidemiology, Biomarkers & Prevention Laboratory Analyses. Circulating hormones were measured
tween the changes in the different variables. All of the Ps are
using commercial kits: RIA kits from ORION Diagnostic
(Turku, Finland) for testosterone and estradiol; IRMA kits fromFarmos (Oulunsalo, Finland) for sex hormone-binding globu-lin; and MEIA kits from ABBOTT (Abbott Park, IL) for insu-
lin. The coefficients of intra- and interassay variation in eight
The diet of the participating women before randomization, as
replicates were, respectively: 4.2 and 12.5% for a testosterone
estimated from the food frequency questionnaire, was typical of
value of 0.420 ng/ml; 5.2 and 11.1% for an estradiol concen-
northern Italy, with 42% of calories obtained from carbohy-
tration of 10 pg/ml; 3.5 and 6.7% for a sex hormone-binding
drates (mainly bread and pasta) and 37% from fat (mainly meat,
globulin value of 34.0 nmol/liter; and 2.5 and 4.6% for an
dairy products, and olive oil), without significant differences
insulin value of 14.2 IU/ml. For insulin, samples were ana-
between women eventually randomized in the intervention
lyzed within 2 weeks of collection. To reduce the effects of
group and in the control group (Table 1). The diet-recall inter-
interassay variability, for sex hormone-binding globulin, tes-
views in the 4th month of intervention slightly underestimated
tosterone, and estradiol, baseline and final serum samples of the
the total caloric intake with respect to energy requirement (55)
same woman were analyzed in the same batch. We have
but showed a lower total energy intake in the intervention group
previously shown that both estradiol and testosterone are stable
than in the control group, about 250 kcal per day on average,mainly caused by a lower intake of total and saturated fat.
in serum preserved at low temperature (47).
Intervention women also shifted from animal to vegetable
We measured urinary daidzein and its metabolite equol by
sources of protein and fat and from simple to complex carbo-
gas chromatography after solid-phase extraction and high-per-
hydrates, and consumed more vegetable fibers (Table 1). Ac-
formance liquid chromatography purification. Coefficients of
cording to the food frequency diaries compiled during the
variation were 7.5% for low (14 ng/ml) and 10.7% for high
study, the intervention women consumed meat or meat products
(9982 ng/ml) daidzein concentrations, and 4.0% for low (80
twice a week against once a day in the control women, but
ng/ml) and 2.9% for high (10,500 ng/ml) equol concentrations.
consumed fish more often (3 times a week versus 1.5 in con-
All of the blood and urinary samples were analyzed blind to
trols). Milk and cheese consumption was cut by half (0.4 versus
1.0 servings per day) and butter was virtually eliminated. A soy
Compliance and Subjects Excluded from Statistical Analy-
product was consumed on average 1.7 times per day (SD, 0.6);
sis. Fifty of the 52 women of the intervention group followed
flax seeds, either in bread or cookies or as such were eaten
the whole dietary program. Two women followed only about
every day (about 8 g per day), and seaweed was used every
half of the program but were included in all of the analyses.
other day as ingredients of various dishes. The control women
Only five women were absent more than five times from the 36
rarely, if ever, consumed any of these food items. Intervention
lessons and common meals. Urinary daidzein and equol levels
women also consumed the following much more often than
were used as indicator of compliance with soy consumption.
controls: whole rice or other whole grain or whole-meal cereal
Two women from the intervention group and one woman from
products (2.5 versus 0.5 per day), walnuts, almonds, sesame
the control group were excluded because they received hormo-
and other seeds (1.2 versus 0.05), legumes (0.5 versus 0.1),
nal drugs during the study period. Two other women from the
cruciferous vegetables (0.8 versus 0.1), and berries (0.4 versus
control group were excluded because they did not attend the
0.1). Other vegetables and fruits were consumed almost as
final examination. A total of 99 women were analyzed: 50 in
frequently by the control group as by the intervention group
the intervention group and 49 controls. Of these, four (two in
(2.2 and 2.3 times a day, respectively).
the intervention group and two controls) had missing values for
We estimated that women in the intervention group con-
fasting insulin, and five (one in the intervention and four in the
sumed on average of ϳ38 – 45 mg of isoflavonoids per day. The
control group) had missing values for the oral glucose toler-
estimated average daily intake of lignans was more uncertain
(9 –32 mg) because of large inconsistencies between differentmethods of chemical assay in food (24, 25). The corresponding
Statistical Methods. The statistical analysis focused on
estimates for controls, however, were much lower (about 2
changes in hormonal and other relevant variables, calculated as
mg/day isoflavonoids and 1 mg/day lignans). The high intake of
the difference between end of study and baseline values for
isoflavone-rich food by the intervention group was confirmed
each woman. Hormone values were log-transformed to obtain
by assay of daidzein and its metabolite equol in 24-h urine
approximately normal frequency distributions. The statistical
samples collected toward the end of the study period. Mean
significance of mean changes in the intervention group com-
cumulative excretion was 5,32 mg/24 h in the intervention
pared with controls was assessed by ANOVA. Multivariate
group (range, 0.02–10.18) versus 0.17 mg/24 h in controls
ANOVA was used to perform an omnibus test for simultaneous
(range, 0.01–1.09). In the control group, only one woman had
changes in the main hormonal variables, circumventing the
values above 1 mg/24 h, and 29 values were under 0.1 mg/24
problem of significance testing with multiple, partially inde-
h; in the intervention group, nine women had values under 1
pendent comparisons for each parameter. All of the ANOVA
mg/24 h and only three under 0.1 mg/24 h, including the two
were stratified according to the blocking scheme used for the
women who did not complete the intervention.
randomization. Interaction terms were used to test whether the
The high compliance of the intervention women with
magnitude of the effect of the dietary intervention differed for
dietary recommendations was confirmed by the analysis of
women with different baseline values of testosterone or insulin.
changes in serum cholesterol levels and anthropometric vari-
Because the numbers of observations within the various blocks
ables. Total cholesterol levels decreased from 240.0 to 206.5
were not equal, all of the ANOVA used generalized linear
mg/dl in the intervention group (Ϫ14%) versus 240.6 to 230.4
models, using the SAS statistical software package (54). Fi-
in the control group (Ϫ4%; P ϭ 0.0005). Intervention women
nally, Spearman correlation coefficients were computed to
lost more weight (P Ͻ 0.0001) than control women: 4.06 kg
evaluate cross-sectional relations between anthropometric and
(range, Ϫ0.6 to Ϫ8.8 kg) versus 0.54 kg (range, ϩ2.2 to 5.3 kg;
hormonal variables at baseline and longitudinal relations be-
Table 2); with similar differences in waist circumference (P Ͻ
The DIANA Randomized Trial
Average energy and nutrient intake of intervention and control women as estimated before the start and towards the end of the study
Intake in the 4th month of the study (24-h recall
Dietary intake before randomization (from food frequency questionnaire)
a The estimated mean energy requirement, calculated from body weight measured at time of the 24-h recall interview and assuming a sedentary life style (55), was 1955and 1979 kcal/day, respectively, for intervention and control women, suggesting that the frequency questionnaire overestimated and that the 24-h recall interviewunderestimated energy intake by about 10%.
in the intervention group. The changes in sex hormone-binding
Mean values of anthropometric variables in intervention and control
women before and after dietary intervention
globulin and testosterone levels were significantly larger in theintervention than in the control group (P Ͻ 0.0001 and P ϭ
0.0038, respectively) whereas the changes in estrogen did not
differ significantly between the groups (P ϭ 0.13). The ratio of
testosterone:sex hormone-binding globulin decreased in all ex-
cept two of the intervention women (P Ͻ 0.001; Table 4).
Fasting glycemia and the total area under the insulin curve
during the glucose tolerance test also decreased significantly in
the intervention group compared with controls (P ϭ 0.0260 and
ϭ 0.0404, respectively); however, the change in fasting
insulin was not significant (Table 3).
At baseline, body mass index correlated strongly with
serum estradiol levels (Spearman coefficient of correlation r,0.60) and negatively with sex hormone-binding globulinlevels (r, Ϫ0.53), but not with testosterone levels (r, 0.19). In the intervention group, changes in body weight were
0.0001), hip circumference (P Ͻ 0.0001), and waist:hip ratio
significantly correlated with changes in serum levels of sex
hormone-binding globulin (r, Ϫ0.33) but not with changes in
Using multivariate ANOVA, we found a statistically sig-
levels of insulin (r, 0.20), testosterone (r, 0.19), and estradiol
nificant change (P Ͻ 0.0001) in the intervention group com-
(r, 0.09). The ratio of testosterone:sex hormone-binding
pared with controls for the five major hormonal and metabolic
globulin decreased markedly in women who lost over 4.5 kg
outcomes combined (sex hormone-binding globulin, testoster-
of body weight but decreased also in women who lost less
one, estradiol, fasting insulin, and fasting glycemia). Thechange was also significant (P Ͻ 0.0002) when the first three
than 3 kg (Table 4). After adjustment for weight changes,
of these variables were combined with area under insulin curve
however, the differences between changes in hormonal lev-
and area under glucose curve, instead of fasting insulin and
els in the intervention and in the control group were no more
statistically significant (Table 3), which suggests that the
Serum sex hormone-binding globulin levels increased
hormonal effects of dietary intervention could be largely
(ϩ25.2%) and serum levels of testosterone and estradiol de-
mediated through changes in body weight. Among women
creased (Ϫ19.5% and Ϫ18.0%) in the intervention women
who initially had high testosterone levels, the dietary inter-
(Table 3). In the control group, there were also small changes
vention caused a larger decrease in testosterone levels than
in sex hormone-binding globulin (ϩ3.6%), testosterone
in women with initially low levels, but the interaction was
(Ϫ7.1%), and estradiol (Ϫ5.5%) levels, in the same direction as
not significant (P ϭ 0.0849). Cancer Epidemiology, Biomarkers & Prevention
Mean values of hormonal variables in intervention and control women before and after dietary intervention
a Value after additional adjustment for effects related to weight change. b SHBG, sex hormone-binding globulin.
The observed weight reduction is consistent with the re-
Distribution of participating women according to change in the
testosterone:SHBGa ratio from baseline to the end of the dietary intervention
sults of previous randomized controlled studies of low-fat adlibitum diet, which showed that weight can be lost merely by
reducing the fat content of the diet without restricting food
intake (56 –58), which would compromise satiety, quality of
life, and, in the long run, compliance. A drop in body weight of
3.52 kg (4.06 in the diet group minus 0.54 in the control group)
corresponds to a cumulative energy deficit of about 26,400 kcal
(7.5 kcal per gram of adipose tissue) and, hence, to an average
reduction of about 200 kcal per day over 4.5 months, which fits
well with the estimated difference in energy intake between the
a SHBG, sex hormone-binding globulin.
intervention and control groups: 255 (1805 Ϫ 1550) kcal perday measured close to the end of the study period when theintervention was being fully implemented (Table 1). This re-
Discussion
duced energy intake was achieved through increased consump-
We observed significant and favorable changes in hormonal
tion of highly satiating bulky food with low-energy density,
indicators of breast cancer risk in a group of postmenopausal
which implies reducing both total energy and the proportion
women living in northern Italy, initially with high serum levels
derived from fat. The effect of the consumption of sugars on
of testosterone, who followed an ad libitum diet of radically
appetite and food intake is controversial (59), but we suspect
modified composition for 4.5 months. The main results were
that the reduction of the glycemic load may have contributed to
that serum sex hormone-binding globulin levels were increased
and serum testosterone and estradiol levels were decreased. We
The observed decrease in the quantity of insulin required
also found decreased body weight, decreased insulinemic re-
to deal with a standard glucose load after overnight fast indi-
sponse to oral glucose, decreased fasting glucose, and de-
cates that we succeeded in improving insulin sensitivity. Sev-
creased cholesterol: all of these changes were anticipated by the
eral observational studies have shown a direct relationship
study hypothesis. Minor changes in the same direction were
between total or saturated fat intake on the one hand and indices
observed also among women in the control group, who were
of insulin resistance and development of glucose intolerance on
blind to the dietary strategy of the study but may have slightly
the other (42, 43, 60, 61), but previous intervention studies that
changed their diet following publicly available cancer preven-
reduced dietary fat content showed only weak or no effect (39).
In most of these studies, however, energy intake was held
These results suggest that the multifactorial dietary inter-
constant to maintain body weight (isocaloric substitution of
vention applied in this study may prevent breast cancer if
carbohydrates for fats), and the substituting carbohydrates had
continued in the long term. An intrinsic limitation, however, is
relatively high glycemic indices and the intervention periods
that multifactorial intervention precludes estimation of the con-
were short (1–3 weeks). The improvement in insulin sensitivity
tributions of individual factors to the overall effect. It is of
observed in the present study may therefore be attributable not
interest, therefore, to examine our results in relation to pub-
only to the decrease in total fat and energy intake and subse-
lished, mostly unifactorial, intervention studies.
quent body weight loss (39) but also to the increased proportion
The DIANA Randomized Trial
of unsaturated fats (40 – 43) and lower glycemic index of car-
in prolongation of the menstrual cycle but has no effect on
bohydrate-rich foods (44 – 46; Table 1).
serum sex hormone-binding globulin (84 – 87) or testosterone
The changes in sex hormone-binding globulin and sex
(87, 88); however, estradiol serum levels react more erratically,
hormones could also have been attributable to the combined
being reduced after soy milk (84, 86) and a variety of soy food
effects of lowered total energy intake and increased fiber and
(89) but not with the introduction of soy protein isolates (85, 87,
phytoestrogen consumption. The study design did not allow us
90) or flax seeds (88). In postmenopausal women, supplemen-
to disentangle a possible aspecific effect of weight loss from the
tation with soy protein did not increase sex hormone-binding
effect of specific changes in dietary composition. Weight re-
globulin (91–94), but isocaloric substitution of 25% of the
duction was part of the intervention strategy, which aimed at
dietary calories with a variety of soy foods did (95). This
reducing body mass index and waist:hip ratio to reduce insulin
pattern suggests that several phytoestrogen-rich foods may be
resistance. However, the observation that hormonal changes
more effective than soy protein isolate, which is consistent with
lost statistical significance after additional adjustment for
the results of the present study. However a study that compared
weight change does not imply that they are entirely mediated by
the effects of soy powders containing very high levels of
this intermediate variable. Energy-restriction trials to reduce
isoflavones (2 mg/kg/day) with those containing low levels (0.1
weight in obese women have consistently shown increased
mg/kg/day), showed a modest but significant decrease in serum
serum sex hormone-binding globulin levels (62– 67) and cor-
estradiol (Ϫ12%) and a small increase in sex hormone-binding
responding decreases in free testosterone (64 – 66) but generally
globulin (ϩ4%) in postmenopausal women who consumed
without reductions in total serum estradiol (62, 63) or total
testosterone [Refs. 63, 65, 67; although energy restriction may
The concentrations of phytoestrogens that have a signifi-
reduce total testosterone in obese women with polycystic ova-
cant metabolic effect on steroid hormone synthesis in vitro are
ries (68)]. By contrast low-fat interventions, mostly in nonobese
higher than those in human blood after intake of phytoestrogen-
women (56, 69 –71), have shown no increase in plasma sex
rich foods. However, significant in vitro effects can also be
hormone-binding globulin levels, although in some of these
obtained by accumulating various lignans and isoflavonoids,
experiments (56, 70), average body weight losses were similar
each in concentrations similar to those observed in the plasma
to those in the present study. We speculate that the lack of effect
of Japanese (whose diet is rich in isoflavonoids) or of Western
of low-fat diets on sex hormone-binding globulin levels may
vegetarians (whose diet is rich in lignans; Ref. 18). The effect
have been attributable to increased intake of carbohydrate-rich
of phytoestrogens in our study may have been substantially
foods with high glycemic indices, so that there would be no
higher than in previous studies in which the usual diet was
improvement in insulin sensitivity; however, the studies cited
supplemented with a single phytoestrogen source. Furthermore,
do not give details of the food consumed or recommended.
the bioavailability of phytoestrogens may have been higher in
A recent review of 13 dietary intervention studies sug-
our study because of changes in the intestinal microflora. Phy-
gested that low-fat diets (10 –25% of total calories) could sig-
toestrogens are present in food as glycosides, which must be
nificantly reduce plasma estradiol concentrations. The mean
hydrolyzed by the gut microflora to produce absorbable agly-
figures cited were Ϫ7.4% before menopause (9 studies) and
cones. Compared with the usual Western microflora, the gut of
Ϫ23.0% after menopause (4 studies; Ref. 72). However, in
macrobiotic or vegetarian subjects may be richer in lactobacilli
most of these studies, the intake of fiber-rich foods also in-
and bifidobacteria, which can hydrolyze numerous plant gly-
creased significantly. We obtained a similar reduction of serum
cosides present in the human diet, and poorer in clostridia,
estradiol (18%) with a much lower reduction of fat intake (from
which degrade diphenolic to monophenolic compounds (96).
about 37 to 31% of total calories) but with a major shift from
Dietary supplementation with isolated phytoestrogen rich prod-
animal to vegetable fat and from high- to low-glycemic-index
ucts, therefore, may be less effective than a comprehensive
dietary change, which may also modify bowel function and
Intervention studies in which particular types of dietary
fiber (73–76) or fiber-rich food (77, 78) were supplemented
In the present study, the effects of dietary intervention on
found no significant increases in plasma sex hormone-binding
hormonal levels were clearer than those of previous trials
globulin levels, although plasma estradiol levels were usually
involving a single factor intervention, e.g., reducing total fat
[but not always (75)] reduced, an effect that may be attributable
intake or supplementing with cereal fibers, soy protein, or
to fiber inhibition of steroid reabsorption from the gut (79). A
flaxseed. We suggest that these favorable changes are to be
lack of effect of wheat fiber supplementation on plasma sex
attributed to the cumulative effects of a comprehensive dietary
hormone-binding globulin is consistent with the lack of effect
strategy that combines lowered total fat intake, lowered pro-
of single-fiber-type supplementation on postprandial and fast-
portion of saturated fatty acids, and lowered consumption of
ing plasma insulin levels (80), in contrast to whole-grain food
high-glycemic-index foods with increased intake of dietary
(81). In the present study, women were requested to rely on the
fibers from cereals, legumes, and vegetables, and a high cumu-
recommended foods and to avoid fiber or other supplements.
lative dose of diverse phytoestrogens from various food
In vitro, several phytoestrogens inhibit enzymes involved
sources. The very high compliance obtained in this study,
in the synthesis of endogenous steroid sex hormones (18, 20,
however, required about 150 h of teaching and counseling
21) and stimulate the liver synthesis of sex hormone-binding
sessions over 4.5 months, which would not be feasible in
globulin (19). In vivo, the possibility that phytoestrogen intake
large-scale public health intervention programs and may not be
can affect the bioavailability of endogenous sex hormones has
sustainable in the long run. Additional studies are needed to
been examined using various study designs, end points, and
establish strategies for successful long-term dietary changes in
dietary or supplemental strategies. Cross-sectional observa-
tional studies (82, 83) suggest that the consumption of lignansis associated with reduced total and free sex hormones but do
Acknowledgments
not show a consistent relationship with sex hormone-binding
We thank the personnel at the Associazione Attivecomeprima, where the
globulin. Before menopause, phytoestrogen supplementation
fieldwork was carried out. We thank A. Burrone, S. Gastaldi, C. Gazzola, and Dr.
with soy protein isolates, soy milk or flax seeds, usually results
A. Ricciuti, all of whom helped with the logistic organization of the project; E. Cancer Epidemiology, Biomarkers & Prevention Appendix
Foods recommended for home consumption and used to prepare common meals for the intervention group in the DIANA study
The cumulative consumption over 36 meals/lessons is also given (g per woman).
Isoflavonoids, lignans, linolenic acid, fiber,
Tofu (598), Soy milk (577), Miso (171), soy sauce (Shoyu or
Tamari) (110), soy ice cream (98), soybeans or tempeh (75)
Azuki beans, mung beans or black soy beans (143), green-peas
(160), other beans (115), lentils (100), alfalfa sprouts (68),chick-peas (56)
Whole bread (1884), flour or pasta of unrefined wheat (1039),
whole rice (648), seitan (wheat gluten) (346), corn or cornflour (283), whole wheat (115), oat or oatmeal (76), couscous(72), millet (70), buckwheat (70), barley (60), spelt (60), riceflour or pasta (32)
Lignans, fibers, PUFA, vitamins, minerals
Flaxseeds (187), sesame or tahini (141), almonds (103), walnuts
(43), hazelnuts (31), sunflower (58), coconut (19), pistachio,pine, pumpkin, or mustard seeds (27)
Olive oil (282), corn, sesame, or sunflower oil (59)
Indole-3-carbinol, coumestrol, fiber, LGIC
White, red, or savoy cabbage (287), cauliflower (126), brussels
sprouts (80), broccoli (65), daikon or radish (258), turnip (135),rocket (94), water-cress (75)
Phytoestrogens, essential fatty acids, fiber, LGIC,
Carrot (1557), onion or leek (1449), green leafy vegetables (912),
squash (468), potato (260), pepper (130), parsley (118), stringbean (86), dried Shitake or other mushrooms (64), ginger (41),purslane (27), garlic (16), other vegetables (468)
Phytoestrogens, vitamins, trace elements, sugar
Apple (661), strawberry (420), bilberry or other berries (273),
naturally fermented rice or barley malt (240), apple juice (236),citrus fruit (183), amasake (fermented rice) (100), maple,black-currant, or apple syrup (68), raisin (56), dried apricots(33)
Kombu (56), wakame (28), hijiki (27), arame (23), ohers (18)
Trout (168), cod (190), anchovies (135), other sea fish (215),
Yogurt (40), vinegar (32), arrow root (29), umeboshi (19), wine
(13), brewer’s yeast (13), egg (8), cocoa (5), unrefined sea salt,cinnamon, oregano, sage, saffron
a LGIC, low glycemic index carbohydrates; MUFA, monounsaturated fatty acids; PUFA, polyunsaturated fatty acids. b Fruit was not usually served as such but was recommended for consumption between meals.
Biganzoli, Drs. S. Catania and A. V. Ciardullo, G. Ciullo, R. Legnani, C.
endogenous estrogens and breast cancer in postmenopausal women. J. Natl.
Guglielmo, and Drs. E. Portalupi and P. Rubba, who advised us regarding the
Cancer Inst., 87: 190 –197, 1995.
research protocol; M. Miginiac and S. Oldani, who helped with the statistical
7. Cauley, J. A., Lucas, F. L., Kuller, L. H., Stone, K., Browner, W., and
analysis; Drs. T. Campa and V. Cioffi, R. Fissi, Dr. G. Iannuzzo, J. Karlson, M.
Cummings, S. R. Elevated serum estradiol and testosterone concentrations are
Larossa, F. Maffei, Dr. A. Magni, and S. Sieri, who carried out the field work; A.
associated with high risk for breast cancer. Study of osteoporotic fractures
Cavalleri, Dr. A. Mastroianni, G. J. Minuit, S. Rinaldi, and E. Venturelli, who did
research group. Ann. Intern. Med., 130: 270 –277, 1999.
the laboratory work; and D. Ward, who checked the English. We also thank C. Berta, L. Bragalini, O. Bolzoni, M. Cabras, D. Corbari, G. Ferrante, S. Lovati, E.
8. Kaaks, R. Nutrition, hormones, and breast cancer: is insulin the missing link?
Roggero, R. Suergiu, and all of the participating women.
Cancer Causes Control, 7: 605– 625, 1996.
9. Preziosi, P., Barrett-Connor, E., Papoz, L., Roger, M., Saint-Paul, M., Nahoul,
References
K., and Simon, D. Interrelation between plasma sex hormone-binding globulinand plasma insulin in healthy adult women: the Telecom study. J. Clin. Endo-
1. Berrino, F., Muti, P., Micheli, A., Bolelli, G., Krogh, V., Sciajno, R., Pisani,
crinol. Metab., 76: 283–287, 1993.
P., Panico, S., and Secreto, G. Serum sex hormone levels after menopause andsubsequent breast cancer. J. Natl. Cancer Inst., 88: 291–296, 1996.
10. Nestler, J. E., and Jakubowicz, D. J. Decreases in ovarian cytochromeP450c17␣ activity and serum free testosterone after reduction of insulin secretion
2. Dorgan, J. F., Longcope, C., Stephenson, H. E. J., Falk, R. T., Miller, R.,
in polycystic ovary syndrome. N. Engl. J. Med., 335: 617– 623, 1996.
Franz, C., Kahle, L., Campbell, W. S., Tangrea, J. A., and Schatzkin, A. Relationof prediagnostic serum estrogen and androgen levels to breast cancer risk. Cancer
11. Poretsky, L., and Kalin, M. F. The gonadotropic function of insulin. Endocr.
Epidemiol. Biomark. Prev., 5: 533–539, 1996.
3. Thomas, H. V., Key, T. J., Allen, D. S., Moore, J. W., Dowsett, M., Fentiman,
12. Ballard-Barbash, R. Anthropometry and breast cancer. Body size—a moving
I. S., and Wang, D. Y. A prospective study of endogenous serum hormone
target. Cancer (Phila.), 74: 1090 –1100, 1994.
concentrations and breast cancer risk in premenopausal women on the island ofGuernsey. Br. J. Cancer, 75: 1075–1079, 1997.
13. Peiris, A. N., Sothmann, M. S., Hennes, M. I., Lee, M. B., Wilson, C. R.,Gustafson, A. B., and Kissebah, A. H. Relative contribution of obesity and body
4. Zeleniuch-Jacquotte, A., Bruning, P. F., Bonfrer, J. M., Koenig, K. L., Shore,
fat distribution to alterations in glucose insulin homeostasis: predictive values of
R. E., Kim, M. Y., Pasternack, B. S., and Toniolo, P. Relation of serum levels of
selected indices in premenopausal women. Am. J. Clin. Nutr., 49: 758 –764, 1989.
testosterone and dehydroepiandrosterone sulfate to risk of breast cancer in post-menopausal women. Am. J. Epidemiol., 145: 1030 –1038, 1997.
14. Evans, D. J., Hoffmann, R. G., Kalkhoff, R. K., and Kissebah, A. H.
5. Hankinson, S. E., Willett, W. C., Manson, J. E., Colditz, G. A., Hunter, D. J.,
Relationship of androgenic activity to body fat topography, fat cell morphology,
Spiegelman, D., Barbieri, R. L., and Speizer, F. E. Plasma sex steroid hormone
and metabolic aberrations in premenopausal women. J. Clin. Endocrinol. Metab.,
levels and risk of breast cancer in postmenopausal women. J. Natl. Cancer Inst.,
15. Cauley, J. A., Gutai, J. P., Kuller, L. H., LeDonne, D., and Powell, J. G. The
6. Toniolo, P. G., Levitz, M., Zeleniuch-Jacquotte, A., Banerjee, S., Koenig,
epidemiology of serum sex hormones in postmenopausal women. Am. J. Epide-
K. L., Shore, R. E., Strax, P., and Pasternack, B. S. A prospective study of
miol., 129: 1120 –1131, 1989. The DIANA Randomized Trial
16. Bruning, P. F., Bonfrer, J. M., van Noord, P. A., Hart, A. A., de Jong-Bakker,
42. Trevisan, M., Krogh, V., Freudenheim, J., Blake, A., Muti, P., Panico, S.,
M., and Nooijen, W. J. Insulin resistance and breast cancer risk. Int. J. Cancer, 52:
Farinaro, E., Mancini, M., Menotti, A., and Ricci, G. Consumption of olive oil,
butter, and vegetable oils and coronary heart disease risk factors. The Research
17. Hankinson, S. E., Willett, W. C., Colditz, G. A., Hunter, D. J., Michaud,
Group ATS-RF2 of the Italian National Research Council. J. Am. Med. Assoc.,
D. S., Deroo, B., Rosner, B., Speizer, F. E., and Pollak, M. Circulating concen-
trations of insulin-like growth factor-I and risk of breast cancer. Lancet, 351:
43. Feskens, E. J., Virtanen, S. M., Rasanen, L., Tuomilehto, J., Stengard, J.,
Pekkanen, J., Nissinen, A., and Kromhout, D. Dietary factors determining dia-
18. Griffiths, K., Adlercreutz, H., Boyle, P., Denis, L., Nicholson, R. I., and
betes and impaired glucose tolerance. A 20-year follow-up of the Finnish and
Morton, M. S. Nutrition and Cancer, pp. 92–95. Oxford: Isis Medical Media,
Dutch cohorts of the Seven Countries Study. Diabetes Care, 18: 1104 –1112,
19. Loukovaara, M., Carson, M., Palotie, A., and Adlercreutz, H. Regulation of
44. Jenkins, D. J., Wolever, T. M., Buckley, G., Lam, K. Y., Giudici, S.,
sex-hormone-binding globulin production by isoflavonoids and patterns of isofla-
Kalmusky, J., Jenkins, A. L., Patten, R. L., Bird, J., and Wong, G. S. Low-
vonoid conjugation in Hep G cell cultures. Steroids, 60: 656 – 661, 1995.
glycemic-index starchy foods in the diabetic diet. Am. J. Clin. Nutr., 48: 248 –
20. Makela, S., Poutanen, M., Lehtimaki, J., Kostian, M. L., Santti, R., andVihko, R. Estrogen-specific 17 -hydroxysteroid oxidoreductase type 1 as a
45. Frost, G., Keogh, B., Smith, D., Akinsanya, K., and Leeds, A. The effect of
possible target for the action of phytoestrogens. Proc. Soc. Exp. Biol. Med., 208:
low-glycemic carbohydrate on insulin and glucose response in vivo and in vitro
in patients with coronary heart disease. Metabolism, 45: 669 – 672, 1996.
21. Wang, C., Makela, T., Adlercreutz, H., and Kurzer, M. S. Lignans and
46. Rivellese, A., Riccardi, G., Giacco, A., Pacioni, D., Genovese, S., Mattioli,
flavonoids inhibit aromatase enzyme in human preadipocytes. J. Steroid Bio-
P. L., and Mancini, M. Effect of dietary fibre on glucose control and serum
chem. Mol. Biol., 50: 205–212, 1998.
lipoproteins in diabetic patients. Lancet, 2: 447– 450, 1980.
22. Adlercreutz, H. Phytoestrogens: epidemiology and a possible role in cancer
47. Bolelli, G., Muti, P., Micheli, A., Sciajno, R., Franceschetti, F., Krogh, V.,
protection. Environ. Health Perspect., 103 (Suppl. 7): 103–112, 1995.
Pisani, P., and Berrino, F. Validity for epidemiological studies of long-term
23. Reinli, K., and Block, G. Phytoestrogen content of foods—a compendium of
cryoconservation of steroid and protein hormones in serum and plasma. Cancer
literature values. Nutr. Cancer, 26: 123–148, 1996.
Epidemiol. Biomark. Prev., 4: 509 –513, 1995.
24. Thompson, L. U., Robb, P., Serraino, M., and Cheung, F. Mammalian lignan
48. Muti, P., Trevisan, M., Micheli, A., Krogh, V., Bolelli, G., Sciajno, R., and
production from various foods. Nutr. Cancer, 16: 43–52, 1991.
Berrino, F. Reliability of serum hormones in premenopausal and postmenopausalwomen over a one-year period. Cancer Epidemiol. Biomark. Prev., 5: 917–922,
25. Mazur, W., and Adlercreutz, H. Naturally occurring oestrogens in food. Pure
Appl. Chem., 70: 1759 –1776, 1988.
26. Pillow, P. C., Duphorne, C. M., Chang, S., Contois, J. H., Strom, S. S., Spitz,
49. Pisani, P., Faggiano, F., Krogh, V., Palli, D., Vineis, P., and Berrino, F.
M. R., and Hursting, S. D. Development of a database for assessing dietary
Relative validity and reproducibility of a food frequency dietary questionnaire for
phytoestrogen intake. Nutr. Cancer, 33: 3–19, 1999.
use in the Italian EPIC centres. Int. J. Epidemiol., 26 (Suppl 1): S152–S160, 1997.
27. Michnovicz, J. J., Adlercreutz, H., and Bradlow, H. L. Changes in levels of
50. Slimani, N., Deharveng, G., Charrondiere, R. U., van Kappel, A. L., Ocke,
urinary estrogen metabolites after oral indole-3-carbinol treatment in humans.
M. C., Welch, A., Lagiou, A., van Liere, M., Agudo, A., Pala, V., Brandstetter,
J. Natl. Cancer Inst., 89: 718 –723, 1997.
B., Andren, C., Stripp, C., van Staveren, W. A., and Riboli, E. Structure of thestandardized computerized 24-h diet recall interview used as reference method in
28. Adlercreutz, H., Gorbach, S. L., Goldin, B. R., Woods, M. N., Dwyer, J. T.,
the 22 centres participating in the EPIC project. Comput. Methods Programs
and Hamalainen, E. Estrogen metabolism and excretion in Oriental and Caucasian
Biomed., 58: 251–266, 1999.
women. J. Natl. Cancer Inst., 86: 1076 –1082, 1994.
51. Salvini, S., Parpinel, M., Gnagnarella, P., Maisonneuve, P., and Turrini, A.
29. Key, T. J., Chen, J., Wang, D. Y., Pike, M. C., and Boreham, J. Sex hormones
Banca dati di composizione degli alimenti per studi epidemiologici in Italia.
in women in rural China and in Britain. Br. J. Cancer, 62: 631– 636, 1990.
Milan: Istituto Europeo di Oncologia, 1998.
30. Bernstein, L., Yuan, J. M., Ross, R. K., Pike, M. C., Hanisch, R., Lobo, R.,
52. Nesbitt, P. D., and Thompson, L. U. Lignans in homemade and commercial
Stanczyk, F., Gao, Y. T., and Henderson, B. E. Serum hormone levels in
products containing flaxseed. Nutr. Cancer, 29: 222–227, 1997.
pre-menopausal Chinese women in Shanghai and white women in Los Angeles:results from two breast cancer case-control studies. Cancer Causes Control, 1:
53. Wakai, K., Egami, I., Kato, K., Kawamura, T., Tamakoshi, A., Lin, Y.,
Nakayama, T., Wada, M., and Ohno, Y. Dietary intake and sources of isoflavones
31. Shimizu, H., Ross, R. K., Bernstein, L., Pike, M. C., and Henderson, B. E.
among Japanese. Nutr. Cancer, 33: 139 –145, 1999.
Serum oestrogen levels in postmenopausal women: comparison of American
54. SAS Institute Inc SAS/STAT Guide for personal computers. Cary, NC: SAS
whites and Japanese in Japan. Br. J. Cancer, 62: 451– 453, 1990.
32. Nagata, C., Kabuto, M., Kurisu, Y., and Shimizu, H. Decreased serum
55. WHO. Energy and protein requirements. Report of a joint FAO/WHO/UNU
estradiol concentration associated with high dietary intake of soy products in
Expert Consultation. WHO Tech. Rep. Ser., 724: 1–206, 1998.
premenopausal Japanese women. Nutr. Cancer, 29: 228 –233, 1997.
56. Rose, D. P., Connolly, J. M., Chlebowski, R. T., Buzzard, I. M., and Wynder,
33. Moore, J. W., Clark, G. M., Takatani, O., Wakabayashi, Y., Hayward, J. L.,
E. L. The effects of a low-fat dietary intervention and tamoxifen adjuvant therapy
and Bulbrook, R. D. Distribution of 17 -estradiol in the sera of normal British
on the serum estrogen and sex hormone-binding globulin concentrations of
and Japanese women. J. Natl. Cancer Inst., 71: 749 –754, 1983.
postmenopausal breast cancer patients. Breast Cancer Res. Treat., 27: 253–262,
34. Ingram, D., Sanders, K., Kolybaba, M., and Lopez, D. Case-control study of
phyto-oestrogens and breast cancer. Lancet, 350: 990 –994, 1997.
57. Schaefer, E. J., Lichtenstein, A. H., Lamon-Fava, S., McNamara, J. R.,
35. Zheng, W., Dai, Q., Custer, L. J., Shu, X. O., Wen, W. Q., and Franke, A. A.
Schaefer, M. M., Rasmussen, H., and Ordovas, J. M. Body weight and low-
Urinary excretion of isoflavonoids and the risk of breast cancer. Cancer Epide-
density lipoprotein cholesterol changes after consumption of a low-fat ad libitum
miol. Biomark. Prev., 8: 35– 40, 1999.
diet. J. Am. Med. Assoc., 274: 1450 –1455, 1995.
36. Key, T. J., Sharp, G. B., Appleby, P. N., Beral, V., Goodman, M. T., Soda,
58. Shah, M., McGovern, P., French, S., and Baxter, J. Comparison of a low-fat,
M., and Mabuchi, K. Soya foods and breast cancer risk: a prospective study in
ad libitum complex-carbohydrate diet with a low-energy diet in moderately obese
Hiroshima and Nagasaki, Japan. Br. J. Cancer, 81: 1248 –1256, 1999.
women. Am. J. Clin. Nutr., 59: 980 –984, 1994.
37. Flatt, J. P. Dietary fat, carbohydrate balance, and weight maintenance. Ann.
59. Anderson, G. H. Sugars, sweetness, and food intake. Am. J. Clin. Nutr., 62:
NY Acad. Sci., 683: 122–140, 1993.
38. Swinburn, B., and Ravussin, E. Energy balance or fat balance? Am. J. Clin.
60. Marshall, J. A., Bessesen, D. H., and Hamman, R. F. High saturated fat and
Nutr., 57: 766S–770S, 1993.
low starch and fibre are associated with hyperinsulinaemia in a non-diabetic
39. Hannah, J. S., and Howard, B. V. Dietary fats, insulin resistance, and
population: the San Luis Valley Diabetes Study. Diabetologia, 40: 430 – 438,
diabetes. J. Cardiovasc. Risk, 1: 31–37, 1994.
40. Borkman, M., Storlien, L. H., Pan, D. A., Jenkins, A. B., Chisholm, D. J., and
61. Feskens, E. J., and Kromhout, D. Habitual dietary intake and glucose toler-
Campbell, L. V. The relation between insulin sensitivity and the fatty-acid
ance in euglycaemic men: the Zutphen Study. Int. J. Epidemiol., 19: 953–959,
composition of skeletal-muscle phospholipids. N. Engl. J. Med., 328: 238 –244,
62. Grenman, S., Ronnemaa, T., Irjala, K., Kaihola, H. L., and Gronroos, M. Sex
41. Liu, S., Baracos, V. E., Quinney, H. A., and Clandinin, M. T. Dietary
steroid, gonadotropin, cortisol, and prolactin levels in healthy, massively obese
mega-3 and polyunsaturated fatty acids modify fatty acyl composition and
women: correlation with abdominal fat cell size and effect of weight reduction.
insulin binding in skeletal-muscle sarcolemma. Biochem. J., 299: 831– 837, 1994.
J. Clin. Endocrinol. Metab., 63: 1257–1261, 1986. Cancer Epidemiology, Biomarkers & Prevention
63. Svendsen, O. L., Hassager, C., and Christiansen, C. The response to treatment
80. Jenkins, D. J., Wolever, T. M., Jenkins, A. L., Lee, R., Wong, G. S., and
of overweight in postmenopausal women is not related to fat distribution. Int. J.
Josse, R. Glycemic response to wheat products: reduced response to pasta but no
Obes. Relat. Metab. Disord., 19: 496 –502, 1995.
effect of fiber. Diabetes Care, 6: 155–159, 1983.
64. Kiddy, D. S., Hamilton-Fairley, D., Seppala, M., Koistinen, R., James, V. H.,
81. Jenkins, D. J., Wesson, V., Wolever, T. M., Jenkins, A. L., Kalmusky, J.,
Reed, M. J., and Franks, S. Diet-induced changes in sex hormone binding globulin
Guidici, S., Csima, A., Josse, R. G., and Wong, G. S. Wholemeal versus who-
and free testosterone in women with normal or polycystic ovaries: correlation
legrain breads: proportion of whole or cracked grain and the glycaemic response.
with serum insulin and insulin-like growth factor-I. Clin. Endocrinol. 31: 757–
Br. Med. J., 297: 958 –960, 1988.
82. Adlercreutz, H., Hockerstedt, K., Bannwart, C., Bloigu, S., Hamalainen, E.,
65. Guzick, D. S., Wing, R., Smith, D., Berga, S. L., and Winters, S. J. Endocrine
Fotsis, T., and Ollus, A. Effect of dietary components, including lignans and
consequences of weight loss in obese, hyperandrogenic, anovulatory women.
phytoestrogens, on enterohepatic circulation and liver metabolism of estrogens
Fertil. Steril., 61: 598 – 604, 1994.
and on sex hormone binding globulin (SHBG). J. Steroid Biochem., 27: 1135–
66. Crave, J. C., Fimbel, S., Lejeune, H., Cugnardey, N., Dechaud, H., and
Pugeat, M. Effects of diet and metformin administration on sex hormone-binding
83. Shoff, S. M., Newcomb, P. A., Mares-Perlman, J. A., Klein, B. E., Haffner,
globulin, androgens, and insulin in hirsute and obese women. J. Clin. Endocrinol.
S. M., Storer, B. E., and Klein, R. Usual consumption of plant foods containing
Metab., 80: 2057–2062, 1995.
phytoestrogens and sex hormone levels in postmenopausal women in Wisconsin.
67. O’Dea, J. P., Wieland, R. G., Hallberg, M. C., Llerena, L. A., Zorn, E. M.,
Nutr. Cancer, 30: 207–212, 1998.
and Genuth, S. M. Effect of dietary weight loss on sex steroid binding sex
84. Lu, L. J., Anderson, K. E., Grady, J. J., and Nagamani, M. Effects of soya
steroids, and gonadotropins in obese postmenopausal women. J. Lab. Clin. Med.,
consumption for one month on steroid hormones in premenopausal women:
implications for breast cancer risk reduction. Cancer Epidemiol. Biomark. Prev.,
68. Bates, G. W., and Whitworth, N. S. Effect of body weight reduction on
plasma androgens in obese, infertile women. Fertil. Steril., 38: 406 – 409, 1982.
85. Petrakis, N. L., Barnes, S., King, E. B., Lowenstein, J., Wiencke, J., Lee,
69. Ingram, D. M., Bennett, F. C., Willcox, D., and de Klerk, N. Effect of low-fat
M. M., Miike, R., Kirk, M., and Coward, L. Stimulatory influence of soy protein
diet on female sex hormone levels. J. Natl. Cancer Inst., 79: 1225–1229, 1987.
isolate on breast secretion in pre- and postmenopausal women. Cancer Epidemiol.
70. Prentice, R., Thompson, D., Clifford, C., Gorbach, S., Goldin, B., and Byar,
Biomark. Prev., 5: 785–794, 1996.
D. Dietary fat reduction and plasma estradiol concentration in healthy postmeno-
86. Nagata, C., Takatsuka, N., Inaba, S., Kawakami, N., and Shimizu, H. Effect
pausal women. The Women’s Health Trial Study Group. J. Natl. Cancer Inst., 82:
of soymilk consumption on serum estrogen concentrations in premenopausal
Japanese women. J. Natl. Cancer Inst., 90: 1830 –1835, 1998.
71. Rose, D. P., Chlebowski, R. T., Connolly, J. M., Jones, L. A., and Wynder,
87. Cassidy, A., Bingham, S., and Setchell, K. D. Biological effects of a diet of
E. L. Effects of tamoxifen adjuvant therapy and a low-fat diet on serum binding
soy protein rich in isoflavones on the menstrual cycle of premenopausal women.
proteins and estradiol bioavailability in postmenopausal breast cancer patients.
Am. J. Clin. Nutr., 60: 333–340, 1994.
Cancer Res., 52: 5386 –5390, 1992.
88. Phipps, W. R., Martini, M. C., Lampe, J. W., Slavin, J. L., and Kurzer, M. S.
72. Wu, A. H., Pike, M. C., and Stram, D. O. Meta-analysis: dietary fat intake,
Effect of flax seed ingestion on the menstrual cycle. J. Clin. Endocrinol. Metab.,
serum estrogen levels, and the risk of breast cancer. J. Natl. Cancer Inst., 91:
89. Wu, A. H., Stanczyk, F., Hendrich, S., Murphy, P., Zhang, C., and Pike,
73. Rose, D. P., Goldman, M., Connolly, J. M., and Strong, L. E. High-fiber diet
M. C. Effects of soy foods on ovarian function in premenopausal women. Br. J.
reduces serum estrogen concentrations in premenopausal women. Am. J. Clin.
Cancer, 82: 1879 –1886, 2000.
90. Dunkan, A. M., Merz, B. E., Xu, X., Nagel, T. C., Phipps, W. R., and Kurzer,
74. Goldin, B. R., Woods, M. N., Spiegelman, D. L., Longcope, C., Morrill-
M. S. Soy isoflavones exert modest hormonal effects in premenopausal women.
LaBrode, A., Dwyer, J. T., Gualtieri, L. J., Hertzmark, E., and Gorbach, S. L. The
J. Clin. Endocrinol. Metab., 84: 192–197, 1999.
effect of dietary fat and fiber on serum estrogen concentrations in premenopausalwomen under controlled dietary conditions. Cancer (Phila.), 74: 1125–1131,
91. Baird, D. D., Umbach, D. M., Lansdell, L., Hughes, C. L., Setchell, K. D.,
Weinberg, C. R., Haney, A. F., Wilcox, A. J., and Mclachlan, J. A. Dietaryintervention study to assess estrogenicity of dietary soy among postmenopausal
75. Stark, A. H., Switzer, B. R., Atwood, J. R., Travis, R. G., Smith, J. L., Ullrich,
women. J. Clin. Endocrinol. Metab., 80: 1685–1690, 1995.
F., Ritenbaugh, C., Hatch, J., and Wu, X. Estrogen profiles in postmenopausalAfrican-American women in a wheat bran fiber intervention study. Nutr. Cancer,
92. Duncan, A. M., Underhill, K. E. W., Xu, X., Lavalleur, J., Phipps, W. R., and
Kurzer, M. S. Modest hormonal effects of soy isoflavones in postmenopausalwomen. J. Clin. Endocrinol. Metab., 84: 3479 –3484, 1999.
76. Rose, D. P., Lubin, M., and Connolly, J. M. Effect of diet supplementationwith wheat bran on serum estrogen levels in the follicular and luteal phases of the
93. Harding, C., Morton, M., Gould, V., McMicheal Phillips, D., Howell, A., and
menstrual cycle. Nutrition, 13: 535–539, 1997.
Bundred, N. J. Dietary soy supplementation is estrogenic in menopausal women. Am. J. Clin. Nutr., 68: 1532S, 1998.
77. Bennett, F. C., and Ingram, D. M. Diet and female sex hormone concentra-tions: an intervention study for the type of fat consumed. Am. J. Clin. Nutr., 52:
94. Morton, M. S., Wilcox, G., Wahlqvist, M. L., and Griffiths, K. Determination
of lignans and isoflavonoids in human female plasma following dietary supple-
78. Bagga, D., Ashley, J. M., Geffrey, S. P., Wang, H. J., Barnard, R. J.,
mentation. J. Endocrinol., 142: 251–259, 1994.
Korenman, S., and Heber, D. Effects of a very low fat, high fiber diet on serum
95. Brzezinski, A., Adlercreutz, H., Shaoul, R., Rosler, A., Shmueli, A., Tanos,
hormones and menstrual function. Implications for breast cancer prevention.
V., and Schenker, J. G. Short-term effects of phytoestrogen-rich diet on post-
Cancer (Phila.), 76: 2491–2496, 1995.
menopausal women. Menopause, 4: 89 –94, 1997.
79. Goldin, B. R., Adlercreutz, H., Gorbach, S. L., Warram, J. H., Dwyer, J. T.,
96. Xu, X., Harris, K. S., Wang, H., Murphy, P., and Hendrich, S. Bioavailability
Swenson, L., and Woods, M. N. Estrogen excretion patterns and plasma levels in
of soybean isoflavones depends upon gut microflora in women. J. Nutr., 125:
vegetarian and omnivorous women. N. Engl. J. Med., 307: 1542–1547, 1982.
SNOW ANGELS Outside the snow is falling. White cottony balls float past the window. I lean my head on the glass. The cold bites my skin. I like the hurt. The first thing Jessica and I used to do when there was a covering of snow was put on jackets and boots, go out and make snow angels on the lawn. We found a space and lay down. Then with arms and legs wide, we carved wings and a skirt in
Psychoneuroendocrinology 28 (2003) 39–53syndrome & premenstrual dysphoric disorder UCLA School of Medicine, Department of Obstetrics and Gynecology, Center for the Health Sciences, Room 27-165, 10833 Le Conte Avenue, Los Angeles, CA 90095-1740, USA Abstract Severe premenstrual syndrome (PMS) and, more recently, premenstrual dysphoric disorder(PMDD) have been studied extensively