Methods
The Study of Environment, Lifestyle and Fibroids (SELF) is a prospective
cohort study designed to evaluate fibroid growth and incidence ( 24 ). Due to earlier fibroid onset in Black/African
American women in the United States ( 2 ),
SELF enrollment was limited to those who self-identified as ‘Black or
African American’ among a list of racial and ethnicity categories.
Details of study recruitment and activities are provided in Appendix 1 . Briefly, recruitment
was conducted in the Detroit, Michigan area from 2010 to 2012 in collaboration
with Henry Ford Health (HFH). Eligible participants were aged 23–34, who
reported no prior diagnosis of fibroids at recruitment. The participants
completed baseline questionnaires and attended a clinic visit that included an
ultrasound examination, anthropometric measurements, and non-fasting blood
collection. Of 1693 participants enrolled, 1610 (95%) attended ≥1 of the
three follow-up visits during which the same study activities were completed.
The four study visits occurred approximately 20 months apart and were completed
in 2018. Participants who missed a visit were encouraged to attend the next.
Visits for pregnant participants were delayed until 3–4 months
post-partum for better ultrasound imaging. Study retention was high; 91% of the
enrolled cohort attended the final visit, 95% attended at least 2 visits, and
79% attended all 4 study visits ( Supplemental Figure 1 ). The 5% who
only attended the enrollment visit tended to be older with lower income, lower
body mass index and were more likely to have had a pregnancy. Those participants
who attended all 4 visits tended to older and were more likely to be employed
compared to those who attended only 2 or 3 visits, but otherwise the data showed
no clear pattern of differences in baseline characteristics ( Supplemental Table 1 ).
SELF was approved by the institutional review boards of the National
Institutes Health and HFH. All participants provided written informed consent
and received compensation.
Serum from each visit was aliquoted and stored at −80C until
assayed. Analysis of 25(OH)D was conducted in three batches (serum from
baseline, follow-up 1, and follow-up 2). Details of the vitamin D measurement
and quality control procedures are described in Appendix 2 . In brief, total serum
25(OH)D for the baseline visit was measured using LIAISON, a competitive
chemiluminescence immunoassay ( 25 , 26 ). For subsequent visits serum
25-hydroxyvitamin D 2 (25(OH)D 2 ) and 25-hydroxyvitamin
D 3 (25(OH)D 3 ) were measured with liquid
chromatography-tandem mass spectrometry (LC-MS/MS) and summed to create a total
25(OH)D measure. Blinded quality control serum samples were included in all
assays, and based on these samples all intra-assay coefficients of variation
(CV) were <5% and inter-assay CVs were 9% for LIAISON and <5% for
LC-MS/MS. The total 25(OH)D for 77 samples run on both platforms showed a mean
difference of 0.6 ng/ml (25 th to 75 th percentiles:
−1.8 to 1.1). We did not adjust for different assay methods.
To account for seasonal variation in 25(OH)D, we estimated the overall
annual average 25(OH)D using a cosinor model ( 27 ). We modeled the natural log of 25(OH)D using the sine and cosine
of the day of the year of blood sample collection (first and second harmonic) as
predictors ( 27 , 28 ). We then created individual values for annual
average 25(OH)D by adding the residual for each participant/visit to the model
intercept and transforming back to the original scale (ng/ml). This
season-adjusted 25(OH)D is denoted 25(OH)D hereafter.
For 90 samples, the serum volume was insufficient for the 25(OH)D assay
(1.2–2.6% of samples at a given visit). We imputed the majority (N=80) of
these values using the mean of measured values from adjacent visits, or
carryover of the value from an adjacent visit if there was only one. The
remaining observations (N=10) were dropped from the analyses.
We used clinically relevant cut points based on recommendations from the
Institute of Medicine (IOM) ( 29 ) and the
Endocrine Society (ES) ( 30 ) to categorize
individual season-adjusted 25(OH)D values for analyses: <12 ng/ml
(vitamin D deficient) (IOM and ES), <20 ng/ml (vitamin D inadequacy (IOM)
or deficient (ES)), <30 ng/ml (vitamin D insufficient (ES)).
Experienced sonographers, trained on the SELF protocol, used
transvaginal ultrasound to count, localize and measure fibroids ≥0.5 cm
in diameter. Sonographers made three separate passes through the uterus,
recording the 3 diameters of a given tumor at each pass. We calculated the
fibroid volume for each pass with the ellipsoid formula, and the three volumes
were averaged for analysis. Per protocol, sonographers noted any problems with
visualization (e.g., calcifications, shadowing) that may have limited
visualization. Video and still images were archived and an 8% sample for each
sonographer, oversampled for fibroid cases, was reviewed every month by the lead
sonographer (details in Appendix 3 ).
The primary outcomes of interest were fibroid growth and fibroid
incidence. Given the observed reduction in fibroid growth, fibroid loss was
explored as a secondary outcome. Every fibroid outcome analysis had different
eligibility criteria given that fibroid growth and loss require a fibroid to be
detected and fibroid incidence is estimated among those who are fibroid-free at
enrollment ( Supplemental
Figure 2 ).
The lead sonographer (TC) and one other author (DB) identified
fibroids that could be seen across two successive visits using archived
images and fibroid locations. The growth analyses used data from 434
participants (n=1357 interval growth measurements from successive visits).
We defined fibroid growth as the change in the natural logarithm of the
tumor volume (ln-volume). Change in ln-volume was scaled to a growth rate
per 18-months (median time between visits=19 months;
25 th -75 th percentiles: 18–21) by
calculating daily growth rates and multiplying by 540. To compare growth of
fibroids from participants in high versus low categories of 25(OH)D we
estimated percent difference in volume per 18 months ( Appendix 4 ).
We identified incident fibroid cases (first appearance of any
fibroids) among participants confirmed via ultrasound not to have fibroids
at enrollment (N=1246). If sonographers noted factors which impaired
detection of fibroids (e.g., calcifications or shadowing, only a
transabdominal ultrasound) the data were excluded from analysis (~0.5% of
ultrasounds), resulting in incidence data for 1232 participants. After
excluding observations with insufficient serum for 25(OH)D, the incidence
analysis included 1230 participants ( Supplemental Figure 2 ).
Fibroid loss was assessed among participants with prevalent fibroids
at enrollment that had not been clinically diagnosed previously, or
participants who developed incident fibroids. For analysis of fibroid loss,
defined as a decrease in fibroid number between two successive visits, we
excluded intervals including or following a myomectomy, hysterectomy, or
uterine artery embolization. When there are numerous fibroids, it can be
difficult to accurately count tumors ( 31 ), therefore we restricted this analysis to the 539
participants who had ≥2 successive visits with ≤4 fibroids at
the earlier visit and no sonographer report of difficulty with visualization
( Supplemental Figure
2 ). Fibroids that become undetectable by ultrasound between
visits include those that shrink below the limit of ultrasound detection
(0.5 cm for any diameter); therefore, this outcome cannot be interpreted as
complete resolution of fibroids.
We identified covariates of interest based on prior fibroid research
( 5 ), previous work in this cohort
( 32 , 33 ), and availability of SELF data. We measured height during the
first clinic visit, and weight at every visit to calculate body mass index (BMI
kg/m 2 ) for each visit. We collected other covariate data via
telephone or computer assisted questionnaires at every visit including
reproductive and hormonal variables (years since last birth, parity, age at
menarche, years since last use of depot medroxyprogesterone acetate (DMPA)),
demographic variables (household income, educational attainment, current
employment), physical activity and current smoking. All factors of interest were
explored in adjusted models and those that did not affect observed associations
between 25(OH)D and the fibroid outcome were not included ( 34 ) in final models. Parameterization of covariates
(categorization or continuous) for modelling is noted in the table footnotes for
each fibroid outcome. Categorical covariates were usually modelled using
indicator variables to allow for non-linear associations. Covariates were
updated at the beginning of each interval, except for years since last birth and
parity which were updated at the end of the interval between visits to
incorporate events during the interval ( 35 ). There were minimal missing covariate data (<0.5%);
therefore, when adjusting, we conducted complete-case analyses.
We used linear mixed models to account for correlated growth among
fibroids from the same participant and for the same fibroid over time as
previously described ( 32 , 33 , 36 ). Minimally adjusted growth models included time-varying
25(OH)D, continuous age, and categorical values for fibroid volume and
number. Fully-adjusted models included the minimal adjustment set plus age
at menarche and time-varying measures of income, employment, BMI, years
since last birth, and years since last DMPA use ( Appendix 4 ).
We used Cox regression with age as the time-scale to estimate hazard
ratios (HR) and 95% confidence intervals (95% CI) for associations between
25(OH)D categories and fibroid incidence. Participants were included from
the age at enrollment until the age at fibroid detection, with censoring for
loss to follow-up, non-fibroid-related hysterectomy or the final study
visit, whichever occurred first. Age-adjusted models examining the
association between 25(OH)D and fibroid incidence were estimated first
without covariates, and then were further adjusted for BMI, current smoking,
income, parity, years since last birth, and years since last DMPA use. There
was no evidence that the proportional hazards assumption was violated.
We used Poisson regression accounting for multiple observations per
participant to estimate risk ratios (RR) and 95% CI with robust standard
errors for fibroid loss. Minimally adjusted models included time-varying
25(OH)D, continuous age, months between visits, and categorical values for
largest fibroid volume and number of fibroids. Fully adjusted models
included the minimal adjustment set plus time-varying education, BMI, years
since last birth, and years since last DMPA use.
For all outcomes, we removed observations with imputed serum
25(OH)D. Because use of estrogen-containing oral contraceptives is
associated with increased serum concentrations of 25(OH)D ( 28 ), we explored possible confounding by
including current use (yes, no) as a covariate. For fibroid incidence we set
the incidence of fibroids to the mid-point of the interval rather than end.
For fibroid growth and loss we removed fibroid-number and fibroid-volume
covariates to evaluate the possible influence of exposure-related
differences in fibroid number and size. For fibroid growth we excluded
statistical outliers (positive or negative growth beyond 3SD). (Details in
Appendix
5 ).
All analyses used SAS 9.4 (Cary, NC).
Results
At enrollment, among the 1610 participants who had ≥1 follow-up
visit, mean age was 29.2±3.4 years, 78% had educational attainment beyond
high school, 62% were employed, and 45% had a household income below $20,000. Almost
a quarter (24%) had a BMI ≥40 kg/m 2 ( Table 1 ). Participants had low 25(OH)D (median 25(OH)D=
15.3 ng/ml, 25 th -75 th percentiles: 11.1–20.6). Compared
with those with 25(OH)D <20ng/ml, those with 25(OH)D ≥20ng/ml had
higher educational attainment and income, lower BMI, and were more likely to be
using oral contraceptives and be non-smokers ( Table
1 ). There was no time trend in 25(OH)D concentrations across the
study’s duration (2010–2016) ( Supplemental Figure 3 ). Median 25(OH)D
concentrations were 15.3 ng/ml at enrollment, 14.8 ng/ml at follow-up 1, and 15.3
ng/ml at follow-up 2. Among 25(OH)D measures across the study, 32% were deficient
(<12 ng/ml), 41% were 12-<20 ng/ml, 27% were ≥20 ng/ml. Only 7%
exceeded the Endocrine Society ( 30 ) cut point
for sufficiency (≥30 ng/ml) ( Supplemental Figure 4 ). Very few (1.7%)
of the participants had this higher concentration at all three visits. Participants
had a median length of study participation of 4.8 years
(25 th -75 th percentiles: 4.7–5.0 years). Baseline
characteristics were similar for the participants in each of the fibroid outcome
groups (growth, incidence and loss analyses), except for age, percent nulliparous,
recency of birth and use of DMPA. These are known factors associated with fibroid
prevalence and are expected to differ because the growth and loss analyses require
participants with fibroids while the incidence analysis requires participants
without fibroids ( Supplemental
Table 2 ).
Most fibroids, including undiagnosed fibroids detected at enrollment and
incident fibroids that developed during the study, were small. Median volume of
incident fibroids at time of first detection was 0.56 cubic centimeters
(cm 3 ) (25 th -75 th percentiles: 0.23–1.4
cm 3 ). Median volume for those followed for growth was 2.2
cm 3 (25 th -75 th percentiles: 0.7–8.6
cm 3 ). At enrollment, 23% of participants had ≥1 fibroid
(median: 1 fibroid, 75 th percentile: 2 fibroids), while by the
study’s end, 32% had ≥1 fibroid (median: 2 fibroids, 75 th
percentile: 3 fibroids).
Overall estimated fibroid growth averaged 77.0% (95% CI: 68.6%, 85.9%)
volume increase per 18 months. Serum 25(OH)D ≥20 ng/ml was associated with a
reduced fibroid growth rate. Fibroids among those with 25(OH)D ≥20 ng/ml had
9.7% less growth per 18 months (95% CI: −17.3%, −1.3%) than fibroids
from participants with 25(OH)D <20 ng/ml ( Table 2 ).
Fibroid incidence averaged 9.6% within each study interval. Only at 25(OH)D
concentrations ≥30 ng/ml was there any indication of a decrease in incidence
( Table 3 ). Hazard ratios for serum
25(OH)D ≥30 ng/ml suggested an estimated 22% reduction in fibroid incidence
(HR 0.78, 95% CI: 0.47, 1.30) when compared with serum 25(OH)D <30 ng/ml.
Associations were imprecise given the small number of 25(OH)D measures ≥30
ng/ml.
Fibroid loss during an interval was common (24.3% of eligible intervals had
loss of at least one fibroid between study visits). Participants with 25(OH)D
concentration ≥30 ng/ml had 32% higher fibroid loss in an observation
interval than those with 25(OH)D <30 ng/ml (RR 1.32, 95% CI: 0.95, 1.83)
( Table 4 ).
Sensitivity analyses showed very similar associations to those in the
primary analyses ( Appendix
4 , Supplemental Table
3 ).
Discussion
Using prospectively collected ultrasound data and repeated measures of serum
25(OH)D, we observed slower fibroid growth in participants with 25(OH)D ≥20
ng/ml. For participants with serum 25(OH)D ≥30 ng/ml, we found evidence for a
greater likelihood of fibroid loss, but only limited evidence for reduced incidence
given the wide confidence interval.
In this cohort, there were few 25(OH)D observations ≥20 ng/ml (27%)
or ≥30 ng/ml (7%). Only 1.7% of participants maintained 25(OH)D
concentrations ≥30 ng/ml for all three measures. Thus, we had limited power
to detect associations at higher concentrations of 25(OH)D. The optimal range of
25(OH)D is debated ( 37 ). While the Institute
of Medicine has identified ≥20 ng/ml as needed for skeletal health ( 29 ), the Endocrine Society argues that
concentrations ≥30 ng/ml are needed ( 30 ). Observational and clinical trials for improved reproductive
outcomes including the success of fertility treatment ( 38 ), fecundability in natural conceptions ( 39 ), preterm birth ( 40 ), menstrual cycle characteristics ( 41 ), and breast cancer risk ( 42 ) suggest that concentrations of 25(OH)D ≥40
ng/ml may be required.
Although most fibroids in this cohort were small and might not warrant
immediate clinical attention, our study still has important clinical implications.
Symptoms ( 43 ) and major interventional
treatments ( 44 ) are more likely with larger
fibroids. Therefore, minimizing fibroid growth and increasing fibroid loss when
fibroids are small can delay severe morbidity and prevent the need for surgical or
radiologic treatments.
Our findings for reduced growth of fibroids from participants with higher
25(OH)D are consistent with results of small clinical trials that treated
participants with vitamin D supplements ( 19 – 22 ), though most of
those studies ( 19 , 21 , 22 ) included
participants with 25(OH)D concentrations ranging up to 30 ng/ml at enrollment, and
treated with supplementation that would have resulted in higher concentrations than
generally seen in our sample. Fibroid loss was not included as an outcome in the
trials of fibroid growth. However, if our finding of reduced fibroid growth with
higher vitamin D results in some fibroids shrinking below the ultrasound detection
limit, increased fibroid loss would be expected.
Although the association between vitamin D and fibroid incidence has not
been previously studied, a recent systematic review and additional observational
studies, report lower concentrations of 25(OH)D among women with prevalent fibroids
compared with those without fibroids ( 6 , 45 – 47 ). The observational studies rely on self-reported fibroid status, and
this results in undiagnosed fibroids being included in the “non-case”
group ( 5 ) as well as temporal
misclassification of 25(OH)D concentrations. A large, randomized control trial using
prospective ultrasound examinations is underway in China which will investigate the
effects of daily vitamin D supplementation over 2 years on fibroid incidence in more
than 2000 women, and fibroid growth in 360 women ( 48 ). Trials in other populations are warranted.
In vitro and animal models support our finding that vitamin
D limits fibroid growth (reviewed in Vergara ( 10 )). In vitro models including those using
immortalized human uterine leiomyoma cells (HuLM) and cultured human cells from
fibroid and adjacent myometrial tissue show that treatment with
1,25(OH) 2 D inhibits their growth through changes in cell proliferation,
apoptosis, extracellular matrix composition, Wnt/β-catenin and TGFβ3
expression, and down regulation of estrogen and progesterone receptors ( 12 , 13 ,
16 , 18 , 49 – 51 ). Treatment with 1,25(OH) 2 D or an analogue
in mice and Eker rats with fibroid tumors also results in decreased tumor size
through such mechanisms ( 17 , 50 , 52 ).
There have been fewer laboratory studies related to fibroid initiation and
vitamin D. Most fibroids harbor specific somatic mutations in HMGA2
or MED12 ( 53 ). Fibroids have
elevated DNA damage and vitamin D treatment of HuLM cells reduced evidence of DNA
damage with upregulation of DNA-repair proteins ( 14 ). Improved detection and repair of DNA damage could prevent the
proliferation of cells with mutations and thus limit fibroid initiation ( 54 ).
An inherent limitation to studying the growth of individual fibroids is that
they must be observed over time, and lost fibroids are not included; to compensate,
we examined fibroid loss as a separate outcome. There is also measurement error in
ultrasound assessment of fibroid size, and very small fibroids may be missed.
However, taking three separate passes through the uterus will maximize fibroid
detection, and using the mean of 3 separate volume measures has less measurement
error than a single measure. In addition, measurement error is greater for smaller
fibroids ( 55 ), but we address this limitation
by accounting for the differential error in our growth model ( 33 ). The most important limitation is that we had few
participants with 25(OH)D concentrations above 30 ng/ml which limits our power to
find associations at the higher vitamin D concentrations recommended by the
Endocrine Society.
Our prospective study design with multiple standardized ultrasounds is the
first that allows for the timely detection of incident fibroids, thus reducing the
misclassification of fibroid status which is present in prior observational studies.
Our multiple measures of serum 25(OH)D reduce the bias introduced when a single
measure of 25(OH)D is assumed to be relevant for later timepoints. In addition, our
focus on Black women allows us to examine individuals at high risk for both vitamin
D deficiency and fibroid burden, although vitamin D deficiency in reproductive-aged
women in the United States is widespread ( 7 ).
Vitamin D is well known to be critical for bone health ( 29 ) with growing evidence that higher concentrations of
25(OH)D improve reproductive outcomes ( 56 )
and reduce breast cancer risk ( 42 ). Our
findings add support to the existing literature suggesting vitamin D may also reduce
fibroid development. As compared with existing medical and surgical treatments for
fibroids that have significant side-effects and impact fertility, vitamin D is safe
and compatible with pregnancy. The high prevalence of vitamin D deficiency in the
SELF cohort and reproductive-aged U.S. women in general ( 47 ) suggests that further public health messaging about
vitamin D is needed. An additional issue for U.S. women is that elevated BMI is
associated with lower 25(OH)D concentrations ( 57 ). Current dietary and supplement recommendations for vitamin D intake
may not be sufficient for individuals with high BMI who require 2–3 times
higher vitamin D supplementation to attain desired serum concentrations ( 58 ).
In conclusion, 25(OH)D concentrations above 20 ng/ml were associated with
reduced fibroid growth. Results for analyses examining 25(OH)D concentrations above
30 ng/ml provided suggestive evidence for increased likelihood of fibroid loss and a
possible reduction in fibroid incidence. Intervention trials with vitamin D
supplementation to attain and maintain sufficient 25(OH)D will be needed to further
assess the impact of vitamin D on fibroid development.
Introduction
Uterine fibroids are non-cancerous tumors of the myometrium that cause
significant morbidity including menorrhagia and pelvic pain, often requiring medical
or surgical intervention ( 1 ). Estimates based
on ultrasound screening suggest that fibroids develop in over 70% of women. Black
women have a 10-year earlier tumor onset compared with White women ( 2 ); they also have larger tumors, more debilitating
symptoms, and an increased need for surgery ( 3 ). Existing medical and surgical treatments for fibroids can impact
childbearing goals and, apart from hysterectomy, most treatments do not preclude
fibroid recurrence ( 1 ). Most individuals with
fibroids prefer non-invasive treatments and preservation of the uterus ( 4 ).
Despite the high prevalence of fibroids, few modifiable risk factors have
been identified. None explain differences in disease severity between Black and
White individuals ( 3 , 5 ). Vitamin D concentration, which is lower on average
among self-identified Black women, has been proposed as a possible modifiable risk
factor for the development of fibroids ( 6 – 9 ). In
vitro and animal studies support a protective effect of vitamin D. In
these models, vitamin D reduces fibroid tissue proliferation ( 8 , 10 , 11 ), changes the expression of estrogen and
progesterone receptors ( 12 ), alters gene
expression in proliferation and apoptosis pathways ( 13 – 15 ), and reduces
expression of extracellular matrix proteins ( 16 – 18 ). Human
observational studies report lower fibroid prevalence in women with higher vitamin D
( 6 , 11 ). Most ( 19 – 22 ) but not all ( 23 ) human intervention studies document reduced fibroid
growth when participants are treated with vitamin D, but studies were small (30 to
205 participants).
Although highly suggestive, the existing laboratory and epidemiologic
literature has limitations. Animal and in vitro studies usually
study the active form of vitamin D [1,25-dihydroxyvitamin D
(1,25(OH) 2 D)]. These models may not reflect tissue concentrations in
humans who obtain vitamin D through ultraviolet-B (UV-B) light exposure
(D 3 ), diet (D 2 or D 3 ), or vitamin supplements
(D 2 or D 3 ) with conversion to 25-hydroxyvitamin D
(25(OH)D) in the liver and final conversion to 1,25(OH) 2 D in the kidney
or target tissue. In addition, most epidemiologic studies have relied on clinical
diagnosis or ultrasound detection of prevalent fibroids, but initial fibroid onset
occurs many years before clinical detection ( 6 , 11 ).
We hypothesize that higher concentrations of serum 25(OH)D will be
associated with reduced fibroid growth and incidence. We investigated this
hypothesis with four repeated standardized ultrasound examinations over five
years.
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