اثر علیتی و تاثیر عوامل تناسلی بر سرطان سینه با استفاده از برآورد super leaner و targeted maximum likelihood : یک مطالعه مورد-شاهدی در استان فارس، ایران

The causal effect and impact of reproductive factors on breast cancer using super learner and targeted maximum likelihood estimation: a case-control study in Fars Province, Iran


چاپ صفحه
پژوهان
صفحه نخست سامانه
چکیده مقاله
چکیده مقاله
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دانشگاه علوم پزشکی تبریز
دانشگاه علوم پزشکی تبریز

نویسندگان: سعید صفیری

کلمات کلیدی: Breast neoplasms; Case-control study; Causal analysis; Double robustness; Population attributable fraction; Reproductive history; Super learner; TMLE.

نشریه: 55077 , 1219 , 21 , 2021

اطلاعات کلی مقاله
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نویسنده ثبت کننده مقاله سعید صفیری
مرحله جاری مقاله تایید نهایی
دانشکده/مرکز مربوطه معاونت ها و پژوهشکده های دانشگاه
کد مقاله 76150
عنوان فارسی مقاله اثر علیتی و تاثیر عوامل تناسلی بر سرطان سینه با استفاده از برآورد super leaner و targeted maximum likelihood : یک مطالعه مورد-شاهدی در استان فارس، ایران
عنوان لاتین مقاله The causal effect and impact of reproductive factors on breast cancer using super learner and targeted maximum likelihood estimation: a case-control study in Fars Province, Iran
ناشر 7
آیا مقاله از طرح تحقیقاتی و یا منتورشیپ استخراج شده است؟ بلی
عنوان نشریه (خارج از لیست فوق)
نوع مقاله Original Article
نحوه ایندکس شدن مقاله ایندکس شده سطح یک – ISI - Web of Science
آدرس لینک مقاله/ همایش در شبکه اینترنت

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Abstract Objectives: The relationship between reproductive factors and breast cancer (BC) risk has been investigated in previous studies. Considering the discrepancies in the results, the aim of this study was to estimate the causal effect of reproductive factors on BC risk in a case-control study using the double robust approach of targeted maximum likelihood estimation. Methods: This is a causal reanalysis of a case-control study done between 2005 and 2008 in Shiraz, Iran, in which 787 confirmed BC cases and 928 controls were enrolled. Targeted maximum likelihood estimation along with super Learner were used to analyze the data, and risk ratio (RR), risk difference (RD), andpopulation attributable fraction (PAF) were reported. Results: Our findings did not support parity and age at the first pregnancy as risk factors for BC. The risk of BC was higher among postmenopausal women (RR = 3.3, 95% confidence interval (CI) = (2.3, 4.6)), women with the age at first marriage ≥20 years (RR = 1.6, 95% CI = (1.3, 2.1)), and the history of oral contraceptive (OC) use (RR = 1.6, 95% CI = (1.3, 2.1)) or breastfeeding duration ≤60 months (RR = 1.8, 95% CI = (1.3, 2.5)). The PAF for menopause status, breastfeeding duration, and OC use were 40.3% (95% CI = 39.5, 40.6), 27.3% (95% CI = 23.1, 30.8) and 24.4% (95% CI = 10.5, 35.5), respectively. Conclusions: Postmenopausal women, and women with a higher age at first marriage, shorter duration of breastfeeding, and history of OC use are at the higher risk of BC.

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نویسنده نفر چندم مقاله
سعید صفیریچهارم

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نام فایل تاریخ درج فایل اندازه فایل دانلود
BMC Public Health.pdf1400/04/05646060دانلود