Kwq513 1183.119
American Journal of Epidemiology
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DOI: 10.1093/aje/kwq513
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Advance Access publication:
Original Contribution
Long-Term Sedentary Work and the Risk of Subsite-specific Colorectal Cancer
Terry Boyle
*, Lin Fritschi, Jane Heyworth, and Fiona Bull
* Correspondence to Terry Boyle, Western Australian Institute for Medical Research, University of Western Australia, B Block, QueenElizabeth II Medical Centre, Hospital Avenue, Nedlands, Western Australia 6009, Australia (e-mail:
[email protected]).
Initially submitted September 27, 2010; accepted for publication December 22, 2010.
Research suggests that sedentary behavior may increase the risk of some chronic diseases. The aims of the
study were to examine whether sedentary work is associated with colorectal cancer and to determine whetherthe association differs by subsite. A total of 918 cases and 1,021 controls participated in a population-basedcase-control study of colorectal cancer in Western Australia in 2005–2007. Data were collected on lifestyle,physical activity, and lifetime job history. The estimated effects of sedentary work on the risk of cancers of the
proximal colon, distal colon, and rectum were analyzed by using multinomial logistic regression. Compared withparticipants who did not spend any time in sedentary work, participants who spent 10 or more years in sedentarywork had almost twice the risk of distal colon cancer (adjusted odds ratio ¼ 1.94, 95% confidence interval: 1.28,2.93) and a 44% increased risk of rectal cancer (adjusted odds ratio ¼ 1.44, 95% confidence interval: 0.96, 2.18).
This association was independent of recreational physical activity and was seen even among the most recrea-tionally active participants. Sedentary work was not associated with the risk of proximal colon cancer. These resultssuggest that long-term sedentary work may increase the risk of distal colon cancer and rectal cancer.
colorectal neoplasms; motor activity; occupations; sedentary lifestyle
Abbreviations: AOR, adjusted odds ratio; CI, confidence interval; MET, metabolic equivalent.
Research suggests that sedentary behavior may increase
activity modified the effect of sedentary work on colorectal
the risk of some chronic diseases (1). Sedentary behavior
cancer risk. Additionally, few of these studies have inves-
is characterized by prolonged sitting and other activities
tigated the effect of long-term sedentary work on the risk of
requiring very low energy expenditure (<1.5 metabolic
colorectal cancer; most have examined only occupational
equivalents (METs)) (1–3) and is considered to be an inde-
activity at 1 point in time.
pendent exposure, distinct from low levels of physical
Another unresolved issue is whether sedentary work has a
activity (1). Research on the more well-recognized risk
different effect on distal and proximal colon cancer risks. It
factor of physical activity has shown that a low level of
has been suggested that distal and proximal colon cancers
work-related activity is associated with an increased risk
may in fact be 2 different diseases: There are morphological,
of colorectal cancer (4). However, these studies have mostly
molecular, and epidemiologic differences between distal
compared light-intensity occupations (or combined seden-
and proximal colon cancers, and research suggests that they
tary and light-intensity occupations) with physically active
may have different environmental and genetic risk factors
work. Physical activity and sedentary behavior (often called
(5). Different effects by tumor subsite may have screening
‘‘too much sitting'') may act through different mechanisms
implications (6) and may provide further clues into the eti-
(1) and, as such, it is not clear if a low level of physical
ology of colon cancer.
activity, a high level of sedentary behavior, or a combination
We conducted a case-control study to investigate these
of both is behind the associations seen. Previous studies
issues. The aims of the study were as follows: to examine
have generally not adjusted for recreational physical activity
whether sedentary work was associated with colorectal
and also have not investigated whether recreational physical
cancer; to determine whether the association differed by
Am J Epidemiol. 2011;173(10):1183–1191
Boyle et al.
Selected Characteristics of the Participants, by Outcome, the Western Australian
Bowel Health Study, 2005–2007
Socioeconomic status
1 (most disadvantaged)
5 (least disadvantaged)
Smoking, pack-years
Body mass index at
age 20 years, kg/m2a
Body mass index at
age 40 years, kg/m2a
subsite; and to investigate whether recreational physical
lanoma skin cancer, it is mandatory to register all cases of
activity modified the effect of sedentary work on colorectal
cancer in Australia. Carcinomas occurring in the hepatic
cancer risk.
flexure, cecum, ascending colon, and transverse colon wereclassified as proximal colon cancers; carcinomas occurringin the splenic flexure, descending colon, and sigmoid colon
MATERIALS AND METHODS
were classified as distal colon cancers; and carcinomas oc-curring in the rectosigmoid junction and rectum were clas-
The Western Australian Bowel Health Study
sified as rectal cancers. Controls were randomly selected
A case-control study called the Western Australian Bowel
from the Western Australian electoral roll, which is consid-
Health Study (WABOHS) took place in Western Australia
ered to be virtually complete as registration on the electoral
between 2005 and 2007. Details of this study have been
roll is compulsory in Australia. Information on lifestyle,
described previously (7). Briefly, all participants were aged
diet, occupation, and medication use was collected by using
between 40 and 79 years and resided in Western Australia.
self-administered questionnaires from 918 histopathologi-
Incident cases of colorectal cancer occurring between June
cally confirmed cases (59.5% response fraction) and 1,021
2005 and August 2007 were recruited through the Western
age- and sex-matched controls (46.5% response fraction).
Australian Cancer Registry. With the exception of nonme-
Forty-eight cases and 25 controls were excluded because of
Am J Epidemiol. 2011;173(10):1183–1191
Sedentary Work and Colorectal Cancer Risk
Diabetes and/or high
Energy intake from food
10 years ago, kJ/day
Alcohol consumption
10 years ago, g/day
Total lifetime recreational
physical activity
lifetime recreationalphysical activity
a Total case and control numbers do not add up because of missing data.
missing data on 1 or more covariates, leaving 996 controls
professionals); 2) light (e.g., teachers, hairdressers, house-
and 870 cases in this analysis. Ethics approval for the Western
wives); 3) medium (e.g., mechanics, police officers, nurses);
Australian Bowel Health Study was obtained from the Uni-
4) heavy (e.g., plumbers, farmers); and 5) very heavy (e.g.,
versity of Western Australia Human Research Ethics Commit-
miners, fire fighters). The heavy and very heavy catego-
tee and the Confidentiality of Health Information Committee
ries were combined as there were few participants in the
within the Western Australian Department of Health, and writ-
very heavy category. Jobs classified as sedentary by the Dic-
ten informed consent was obtained from all participants.
tionary of Occupational Titles involve sitting most ofthe time, while light jobs involve activity of a light intensity
Exposure measurement
The number of years that a participant spent in each level
Participants were asked to complete their lifetime occu-
of occupational activity was calculated. Part time, casual,
pational history, from their first job to retirement. For each
and seasonal occupations were considered to be equivalent
job that a participant held, he/she was required to record the
to 0.5, 0.25, and 0.25 years of full-time work, respectively. A
job title and duties, company, location, age started and stop-
lifetime occupational activity variable was created by as-
ped, and whether the job was full time, part time, casual, or
signing participants to the occupational activity category
seasonal. Occupational physical activity was calculated by
in which they spent the most time. As more than half of
classifying each job (based on job title and duties) that a
the participants were in the ‘‘light'' category, this was used
participant held into one of 5 categories of Physical
as the reference level in the model that assessed the effect
Demands Strength Rating, according to the US Department
of lifetime occupational activity on colorectal cancer. To
of Labor's Dictionary of Occupational Titles (8). The 5
further quantify the effect of sedentary work on colorectal
categories are 1) sedentary (e.g., bookkeepers, computing
cancer, we categorized the number of years spent in
Am J Epidemiol. 2011;173(10):1183–1191
Boyle et al.
sedentary work as none, more than zero but less than 10
included an interaction term in the full model. Recreational
years, and 10 or more years. The latter 2 categories were
physical activity was considered to be a potential effect modi-
determined from the distribution among controls that led to
fier and is an established risk factor for colorectal cancer. We
2 groups of roughly equal size.
also examined whether vigorous recreational physical activityor body mass index at age 40 years modified the effect of
Statistical analysis
sedentary work on colorectal cancer risk. Postestimation com-mands were used to generate odds ratios and confidence in-
Polytomous logistic regression models were used to esti-
tervals for the models that included an interaction term.
mate the odds ratio for the risk of proximal colon cancer,
Chi-square tests were used to assess the differences be-
distal colon cancer, and rectal cancer. Postestimation com-
tween outcomes for the selected characteristics in Table 1.
mands were used to test whether the effect of each exposure
All P values were 2 sided.
differed significantly by subsite (9). As this was an imputed
The controls were selected from the electoral roll, but we
data set (see below), the command ‘‘MIM'' was used to
did not exclude the cases who were not on the electoral roll.
generate parameter estimates (10). All analyses were per-
We therefore conducted a sensitivity analysis, in which we
formed by using STATA, version 11.1, statistical software
repeated all analyses without cases who were not on the
(StataCorp LP, College Station, Texas).
electoral roll (n ¼ 54) and compared the effect sizes with
Sex and age group (5 year) were included in all models,
those from the original models.
as the control distribution was matched to the case distribu-
There was no statistically significant interaction by sex in
tion on these variables. Energy intake 10 years ago, cigarette
any of the analyses, and the associations observed were
use, alcohol intake 10 years ago, diabetes, socioeconomic
similar in both sexes, so all results are presented for males
status, body mass index at ages 20 and 40 years, and lifetime
and females combined.
recreational physical activity were included in the final anal-yses as they are established risk factors for colorectal cancer
and were considered to be potential confounders (11).
The model assessing the effect of years in sedentary work
The demographic and various dietary and lifestyle char-
additionally adjusted for combined years in heavy and very
acteristics of the participants by cancer status are shown in
heavy occupational activity. Energy intake (kJ/day from
Table 1. There was a higher proportion of females among
food) and alcohol intake (g/day) were categorized on the
the proximal colon cancer cases than the distal colon or
basis of the control quartiles. Cigarette use was categorized
rectal cancers. The age distribution among participants with
into 3 groups (0, 1–19, 20 pack-years). Diabetes was
proximal colon cancer was significantly different from that
classified as having diabetes, high blood sugar level only,
of participants with distal colon cancer or rectal cancer, with
or neither. Socioeconomic status was classified by using
79% of proximal colon cancer aged over 60 years compared
the Index of Relative Socio-economic Disadvantage from
with 65% of distal colon cancer cases and 68% of rectal
the Socio-Economic Indexes for Areas (12) and was cate-
cancer cases. Participants from more disadvantaged areas
gorized into 5 groups. Body mass index was classified as
were more likely to have rectal cancer than distal colon
under or normal weight (<25 kg/m2), overweight (25–29.9
cancer. Compared with all cases, controls were less likely
kg/m2), and obese (30 kg/m2). Body mass index at ages
to be 20 pack-year smokers and were also less likely to
20 years and 40 years was imputed by using the multiple
have diabetes. Proximal colon cancer cases were less likely
imputation command ‘‘ICE'' (13), as there were 8% missing
than distal colon or rectal cancer cases to be overweight or
data for these variables.
obese at 20 years of age.
Information on recreational physical activity performed
Compared with participants who spent the most time in a
over the adult lifetime was collected by using a question-
light job, participants who spent the most time in a sedentary
naire based upon others that have been shown to be reliable
occupation had 2 times the risk of distal colon cancer (ad-
(14–16). Participants were asked to record the recreational
justed odds ratio (AOR) ¼ 2.07, 95% confidence interval
physical activity that they performed regularly (>10 times)
(CI): 1.25, 3.44) (Table 2). Participants who spent 10 or
during 3 periods of their life (up to the date of their partic-
more years in sedentary work had almost twice the risk of
ipation in the study): 19–34 years; 35–50 years; and 51 years
distal colon cancer (AOR ¼ 1.94, 95% CI: 1.28, 2.93) and
or more. For each age period, a MET-hours per week total
nearly 1.5 times the risk of rectal cancer (AOR ¼ 1.44, 95%
was calculated. This total was then categorized as no phys-
CI: 0.96, 2.18) compared with participants who never held a
ical activity (i.e., 0 MET-hours per week), and the remaining
sedentary occupation (Table 2). When the interaction term
active participants were split into 3 groups of roughly equal
between total recreational physical activity and sedentary
size (0.1–11.9, 12–29.9, and 30 MET-hours per week). A
work was included in the model (Table 3), it was not statisti-
lifetime recreational physical activity score was created by
cally significant (P ¼ 0.29). The risk of distal colon cancer
summing the category (0, 1, 2, or 3) from each age period.
and rectal cancer increased with increasing duration of sed-
The total score was then split into 2 groups (0–4, 5–9 for
entary work among both the most recreationally active and
participants aged 51 years or older; 0–2, 3–6 for participants
least recreationally active participants (Table 3). The risk of
aged <51 years). This was also done for vigorous activities
proximal colon cancer was not linked with sedentary work
(activities with a MET value of 6 or more) only.
in the whole population (Table 2), the most recreationally
To determine whether recreational physical activity modi-
active participants, or the least recreationally active partic-
fied the effect of sedentary work on colorectal cancer risk, we
ipants (Table 3). Neither vigorous recreational physical
Am J Epidemiol. 2011;173(10):1183–1191
Association Among Lifetime Occupational Activity, Years in Sedentary Work, and Site-specific Colorectal Cancer Risk, the Western Australian Bowel Health Study, 2005–2007
occupational activity
Years in sedentary work
Abbreviations: AOR, adjusted odds ratio; CI, confidence interval; OR, odds ratio.
a Adjusted for age group and sex.
b
Adjusted for age group, sex, lifetime recreational physical activity level, cigarette smoking (pack-year tertiles), diabetes, educational level, energy intake from food, alcohol intake, body
mass index at age 20 years, body mass index at age 40 years, and socioeconomic status. The AOR in the ‘‘years in sedentary work'' analysis is additionally adjusted for years in a heavy or veryheavy occupation.
c P < 0.05 for the difference between the proximal colon and the distal colon.
d P < 0.05 for the difference between the proximal colon trend and the distal colon trend.
by guest on August 8, 2016
Boyle et al.
Effects of Lifetime Recreational Physical Activity and Body Mass Index on the Association Between Years in Sedentary Work and Site-
specific Colorectal Cancer Risk, the Western Australian Bowel Health Study, 2005–2007
Proximal Colon Cancer by
Distal Colon Cancer by
Lifetime Recreational
Lifetime Recreational
Lifetime Recreational
Physical Activity
Physical Activity
Physical Activity
Abbreviations: AOR, adjusted odds ratio; CI, confidence interval.
a Adjusted for age group, sex, lifetime recreational physical activity level, cigarette smoking (pack-year tertiles), diabetes, educational level,
energy intake from food, alcohol intake, body mass index at age 20 years, body mass index at age 40 years, socioeconomic status, and years in aheavy or very heavy occupation.
activity nor body mass index at age 40 years modified the
occupation in the past year involved mainly sitting had a
association between years in sedentary work and colorectal
67% greater risk of colon cancer and a 41% increased risk of
cancer (data not shown).
rectal cancer than those who reported ‘‘walking quite a lot''
Participants who spent the most time in jobs requiring
in their occupation, although neither of these associations
heavy or very heavy activity had a significantly reduced risk
reached statistical significance, and the authors did not find
of proximal colon cancer (AOR ¼ 0.56, 95% CI: 0.32, 0.96)
an association between sedentary behavior in leisure time
compared with participants who spent the most time in a
and colon or rectal cancer risk. Finally, Steindorf et al. (28)
light job (Table 2).
found that those who spent more than 2 hours a day watch-
There were no meaningful changes to the effect estimates
ing television more than doubled their risk of colorectal
in the above analyses when the cases that were not on the
cancer compared with those who spent less than 1.14 hours
electoral roll were excluded.
a day watching television.
The positive association found between sedentary work
and colorectal cancer in this study was independent of rec-reational physical activity and was seen among the most
In this study, we found that participants who spent the
recreationally active participants. Indeed, even a high level
most time in sedentary work had a risk of distal colon cancer
of vigorous recreational physical activity did not modify the
that was 2 times higher than those who spent the most time
effect of sedentary work. This finding fits with the ‘‘Active
in a job requiring light activity. Similarly, participants who
Couch Potato'' phenomenon, in which high amounts of sed-
spent 10 or more years in sedentary work had almost twice
entary behavior and physical activity coexist, and lends sup-
the risk of distal colon cancer and almost 1.5 times the
port to the notion that sedentary behavior affects disease risk
risk of rectal cancer, of those who did not do any sedentary
independently of physical activity (1).
work. Proximal colon cancer risk was not associated with
There are several plausible biologic mechanisms through
sedentary work, although the risk was significantly reduced
which sedentary work and sedentary behavior in general
among participants who spent the most time in jobs requir-
may increase the risk of colorectal cancer (refer to reference
ing heavy or very heavy activity.
30 for a review of the evidence and proposed mechanisms
Previous research that has investigated the association
linking sedentary behavior and cancer). Sedentary behavior
between long-term exposure to a low level of work-related
has been shown to increase blood glucose levels and to
activity and colorectal cancer has generally found an
decrease insulin sensitivity, independently of physical activ-
increased risk (17–25), although these studies have in the
ity (31). Increased blood glucose and decreased insulin re-
main compared light-intensity work with more physically
sistance are both thought to promote colorectal cancer
active work. The 4 studies that have investigated the effect
carcinogenesis (32, 33). Sedentary behavior has also been
of time spent sitting, or a proxy measure, on colorectal
linked to an increased risk of diabetes and obesity (again
cancer risk have all revealed an increased risk (26–29).
independently of exercise level) (34), both of which are
Howard et al. (27) found that participants who spent 9 or
established risk factors for colorectal cancer (11). Bed-rest
more hours per day sitting had a 25% greater risk of colon
studies and experiments on mice provide some evidence that
cancer than those who spent less than 3 hours per day sitting.
sedentary behavior is associated with markers of inflamma-
Whittemore et al. (29) found that, compared with Chinese-
tion and mitochondrial function (30). Other proposed mech-
American men who spent less than 5 hours sitting, those
anisms through which sedentary behavior may increase the
who spent 5–9 hours sitting had 2.4 times the risk of colo-
risk of colorectal cancer include increasing levels of proin-
rectal cancer, and participants who spent 10 or more hours
flammatory factors, decreasing levels of antiinflammatory
sitting had 3.9 times the risk of colorectal cancer. Colbert
factors, and decreasing levels of vitamin D (30). Although
et al. (26) found that participants who reported that their
several of these mechanisms are the same as those proposed
Am J Epidemiol. 2011;173(10):1183–1191
Sedentary Work and Colorectal Cancer Risk
for the inverse relation between physical activity and color-
uals who are physically active in their leisure time. Some
ectal cancer (35), many of them appear to act independently
countries, including Australia (54), Canada (55), and the
of physical activity. It has also been proposed that the loss of
United Kingdom, have or are developing sedentary behavior
local contractile activity caused by sitting results in unique
recommendations for early years (<5 years of age), chil-
gene expressions that may be involved in disease etiology
dren, and/or adults.
(36). Sitting has been shown to suppress the regulation of
This study had several limitations. Selection bias is a
skeletal muscle lipoprotein lipase, which plays an important
possible explanation for the results, especially given the
role in lipid metabolism and may have a positive effect on
low response fraction among the controls (46.5%). Basing
diet-induced adiposity and insulin resistance (36).
occupational activity level on job title is not an ideal assess-
Our finding that sedentary work is associated with the risk
ment and may have led to nondifferential exposure misclas-
of distal colon cancer but not proximal colon cancer adds to
sification. Recreational activity was determined by self-
the evidence suggesting that lifestyle factors may play a
report of activities; however, this approach to measuring
larger role in distal colon carcinogenesis than in proximal
physical activity has been found to be reliable and valid
colon carcinogenesis (37). Fruit and vegetable intake (38),
(56). We had data on only sedentary behavior in 1 domain
calcium intake (39), and meat consumption (40) all appear to
(occupation) and were not able to take into account seden-
be more strongly associated with distal colon cancer than
tary behavior during leisure time, at home, or during trans-
proximal colon cancer, although the literature concerning
port. This study also had several strengths. It was a
physical activity and distal and proximal colon cancer is
population-based study with histopathologically confirmed
inconsistent (41). There is no clear mechanistic explanation,
cases, and we were able to control for many potential con-
however, for why sedentary behavior would increase the risk
founders including lifetime recreational physical activity.
of distal colon and rectal cancers but not proximal colon
We were also able to investigate whether recreational phys-
cancer. Obesity is one possibility: An increased body mass
ical activity modified the effect of sedentary work on color-
index may have a greater effect on distal colon cancer (37),
ectal cancer risk.
and there is evidence that obesity has a greater effect on
Aside from the increased risk of distal colon cancer
microsatellite-stable tumors (42), which are more likely to
and rectal cancer seen among those who worked in a
occur in the distal colon than the proximal colon (5). There is
sedentary occupation for 10 or more years in this study,
some evidence that vitamin D has a stronger protective effect
an increasing level of sedentary behavior has been linked
on distal colon and rectal cancers than proximal colon cancer
to an increased risk of several other chronic diseases, as
(43); however, there is little evidence that insulin affects
well as increased mortality (57, 58). Sedentary behavior
proximal and distal colon cancers differently (44–47), and
appears to be a novel and important risk factor for many
antiinflammatories may have a more pronounced protective
chronic diseases (59).
effect on proximal tumors than distal tumors (48, 49). Fur-ther mechanistic evidence is needed to understand why the
association between sedentary behavior (and lifestyle factorsin general) and colon cancer may differ by subsite.
The findings of this study have occupational health im-
Author affiliations: School of Population Health, the Uni-
plications, especially given that advances in technology
versity of Western Australia, Perth, Australia (Terry Boyle,
have led to increasing amounts of sedentary behavior at
Jane Heyworth, Fiona Bull); and Western Australian Insti-
work and in other settings. Findings from the National
tute for Medical Research, the University of Western
Health and Nutrition Examination Survey suggest that the
Australia, Perth, Australia (Terry Boyle, Lin Fritschi).
average American adult spends 55% (7.7 hours) of his/her
This work was supported by the Australian National
waking time sedentary (50). This percentage increases to
Health and Medical Research Council (grant 353568).
more than 60% (8 hours) among adults aged 60 years or
T. B. is supported by an Australian Postgraduate Award from
more. Sedentary work is unlikely to be eliminated from
the University of Western Australia and a scholarship from
modern life. However, strategies to minimize the amount
the Lions Cancer Institute of Western Australia. L. F. is
of time spent sitting, especially long bouts of sitting, have
supported by an Australian National Health and Medical
been suggested (1). For example, it has been suggested that
Research Council fellowship.
new occupational regulations could be introduced to break
The authors thank Barry Iacopetta, Cameron Platell,
up prolonged sedentary time by taking regular nonsitting
Kieran McCaul, David Crawford, Cassandra Clayforth, Jenny
‘‘breaks'' (1), which have been shown to have a beneficial
Landrigan, Jen Girschik, Clare Tran, Beatriz Cuesta-Briand,
effect on metabolic biomarkers (51). A recent systematic
and Anna Timperio for their contributions to this study.
review, however, found that there is a lack of evidence con-
Conflict of interest: none declared.
cerning the effectiveness of workplace interventions for re-ducing sitting and called for more research to developeffective programs that specifically target sitting (52). Ithas also been suggested that future guidelines on physical
activity and health should include recommendations regard-ing sedentary behavior (53); this will become especially
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Source: http://lieknaskunas.lt/.cm4all/iproc.php/2010%20Australija.pdf?cdp=a
Sandi Krstini ´c PARA QUE EL CEREBRO SE SIENTA BIEN Desclée De Brouwer COMIDA PARA LAS EMOCIONES Neuroalimentación para que el cerebro se sienta bien S a n d i K rs t i n i ´c COMIDA PARA LAS EMOCIONES Neuroalimentación para que el cerebro se sienta bien Título de la edición original:
Progesterone level and progesterone/estradiol ratio onthe day of hCG administration: detrimental cutofflevels and new treatment strategy Eman A. Elgindy, M.D. Department of Obstetrics and Gynecology, Zagazig University School of Medicine; and Al-Banoon Fertility Center, Zagazig,Egypt Objective: To identify if there are certain cutoff levels for P and or the P/E2 ratio on the day of hCG that would bedefined as detrimental for occurrence of pregnancy in women with normal ovarian reserve undergoing cleavage-stage embryo transfer (ET). Secondarily, to determine if these same cutoffs might have the same potentialnegative effect in women undergoing blastocyst ET.Design: Prospective cohort study including two randomized cohorts.Setting: Private and university fertility centers.Participant(s): A total of 240 women undergoing long agonist protocol with at least four grade 1 day 3 embryos.Intervention(s): Women were randomized in a 1:1 ratio to undergo day 3 or day 5 embryo transfer.Main Outcome Measure(s): Clinical pregnancy rate (CPR) was the primary outcome.Result(s): Using receiver operator characteristics, cutoffs for P and P/E2 ratio were 1.5 ng/mL and 0.55, respec-tively. Patients with P %1.5 ng/mL and P/E %