title: Tailoring Breast Cancer Screening Intervals by Breast Density and Risk for Women Aged 50 Years or Older: Collaborative Modeling of Screening Outcomes.
abstract: Biennial screening is generally recommended for average-risk women aged 50 to 74 years, but tailored screening may provide greater benefits.
  
  
  
  To estimate outcomes for various screening intervals after age 50 years based on breast density and risk for breast cancer.
  
  
  
  Collaborative simulation modeling using national incidence, breast density, and screening performance data.
  
  
  
  United States.
  
  
  
  Women aged 50 years or older with various combinations of breast density and relative risk (RR) of 1.0, 1.3, 2.0, or 4.0.
  
  
  
  Annual, biennial, or triennial digital mammography screening from ages 50 to 74 years (vs. no screening) and ages 65 to 74 years (vs. biennial digital mammography from ages 50 to 64 years).
  
  
  
  Lifetime breast cancer deaths, life expectancy and quality-adjusted life-years (QALYs), false-positive mammograms, benign biopsy results, overdiagnosis, cost-effectiveness, and ratio of false-positive results to breast cancer deaths averted.
  
  
  
  Screening benefits and overdiagnosis increase with breast density and RR. False-positive mammograms and benign results on biopsy decrease with increasing risk. Among women with fatty breasts or scattered fibroglandular density and an RR of 1.0 or 1.3, breast cancer deaths averted were similar for triennial versus biennial screening for both age groups (50 to 74 years, median of 3.4 to 5.1 vs. 4.1 to 6.5 deaths averted; 65 to 74 years, median of 1.5 to 2.1 vs. 1.8 to 2.6 deaths averted). Breast cancer deaths averted increased with annual versus biennial screening for women aged 50 to 74 years at all levels of breast density and an RR of 4.0, and those aged 65 to 74 years with heterogeneously or extremely dense breasts and an RR of 4.0. However, harms were almost 2-fold higher. Triennial screening for the average-risk subgroup and annual screening for the highest-risk subgroup cost less than $100 000 per QALY gained.
  
  
  
  Models did not consider women younger than 50 years, those with an RR less than 1, or other imaging methods.
  
  
  
  Average-risk women with low breast density undergoing triennial screening and higher-risk women with high breast density receiving annual screening will maintain a similar or better balance of benefits and harms than average-risk women receiving biennial screening.
  
  
  
  National Cancer Institute.
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Amy
authors.initials: A
authors.lastname: Trentham-Dietz
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Karla
authors.initials: K
authors.lastname: Kerlikowske
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Natasha K
authors.initials: NK
authors.lastname: Stout
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Diana L
authors.initials: DL
authors.lastname: Miglioretti
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Clyde B
authors.initials: CB
authors.lastname: Schechter
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Mehmet Ali
authors.initials: MA
authors.lastname: Ergun
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Jeroen J
authors.initials: JJ
authors.lastname: van den Broek
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Oguzhan
authors.initials: O
authors.lastname: Alagoz
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Brian L
authors.initials: BL
authors.lastname: Sprague
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Nicolien T
authors.initials: NT
authors.lastname: van Ravesteyn
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Aimee M
authors.initials: AM
authors.lastname: Near
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Ronald E
authors.initials: RE
authors.lastname: Gangnon
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: John M
authors.initials: JM
authors.lastname: Hampton
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Young
authors.initials: Y
authors.lastname: Chandler
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Harry J
authors.initials: HJ
authors.lastname: de Koning
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Jeanne S
authors.initials: JS
authors.lastname: Mandelblatt
authors.affiliation: From the University of Wisconsin-Madison, Madison, Wisconsin; University of California, San Francisco, San Francisco, California; Harvard Medical School, Boston, Massachusetts; University of California Davis School of Medicine, Sacramento, California; Albert Einstein College of Medicine, Bronx, New York; Erasmus Medical Center, Rotterdam, the Netherlands; University of Vermont, Burlington, Vermont; Georgetown University Medical Center, Washington, DC; and Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
authors.forename: Anna N A
authors.initials: AN
authors.lastname: Tosteson
mesh_terms: D000368:Aged; D000071060:Breast Density; D001943:Breast Neoplasms / Q000000981:diagnostic imaging* / Q000401:mortality; D003198:Computer Simulation; D003362:Cost-Benefit Analysis; D055088:Early Detection of Cancer / Q000009:adverse effects / Q000191:economics / Q000379:methods; D005189:False Positive Reactions; D005260:Female; D006801:Humans; D008017:Life Expectancy; D008327:Mammography / Q000009:adverse effects / Q000191:economics / Q000379:methods; D008403:Mass Screening / Q000009:adverse effects / Q000191:economics / Q000379:methods; D000069342:Medical Overuse; D008875:Middle Aged; D015233:Models, Statistical; D019057:Quality-Adjusted Life Years; D012307:Risk Factors; D013997:Time Factors; D014481:United States / Q000453:epidemiology