introduction to whi

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Introduction to WHI From inception to current Extension study: Overview of WHI Protocol and study components and results Garnet Anderson WHI Clinical Coordinating Center Fred Hutchinson Cancer Research Center September 9, 2015

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Page 1: Introduction to WHI

Introduction to WHI From inception to current Extension study:

Overview of WHI Protocol and study components and results

Garnet Anderson

WHI Clinical Coordinating Center

Fred Hutchinson Cancer Research Center

September 9, 2015

Page 2: Introduction to WHI

Women’s Health Initiative: Original objectives

• To test three chronic disease prevention strategies in full scale randomized trials:

• Hormone therapy (HT)

• A low-fat diet (Dietary Modification, DM)

• Calcium & vitamin D supplements (CaD)

• To identify risk factors for the major causes of morbidity and mortality in post-menopausal women

Dr. Bernadine Healy, Former Director of NIH

Design of the Women's Health Initiative clinical trial and observational study. Control ClinTrials. 1998 Feb;19(1):61-109.

2

Page 3: Introduction to WHI

Hormone Therapy Trials • Primary: Coronary Heart Disease • Secondary: Hip Fracture • Safety: Breast Cancer

Calcium/Vitamin D Trial: • Primary: Hip fractures • Secondary: Colorectal Cancer

Dietary Modification Trial: • Primary: Breast Cancer and Colorectal Cancer • Secondary: Coronary Heart Disease

93,676

Observational Study

DM: 48,835

CaD: 36,282

Pa

rtia

l fa

cto

ria

l C

lin

ica

l Tr

ial

O

bse

rva

tio

na

l S

tud

y

HT: 27,347

Total: 161,808 women

WHI Components and Outcomes

Anderson et al., Ann Epidemiol. 2003 Oct;13(9 Suppl):S5-17. 3

Page 4: Introduction to WHI

Thanks to the WHI participants

4

Page 5: Introduction to WHI

WHI participants

• Inclusion criteria • Postmenopausal, 50-79 years of age

• Expected survival > 3 years

• Likely to live in the area for 3 years

• Willing to provide written informed consent

• Exclusion criteria specific to each trial based on • Safety

• Adherence

• Competing risk

5

Page 6: Introduction to WHI

Fred Hutchinson Cancer

Research Center

Kaiser Foundation

Research Institute

Univ. of California, Davis

Univ. of Nevada, Reno

Kaiser Foundation Research Institute

Stanford University

Univ. of California, Los Angeles

Univ. of California, Irvine

Harbor-UCLA Research & Education Inst.

Univ. of California, San Diego

Univ. of Arizona at Tucson

Univ. of Texas Health

Science Ctr., San Antonio

Baylor College of Medicine

Univ. of Hawaii

Univ. of Florida

Univ. of Miami

Univ. of Alabama

Emory Univ. Sch. of Medicine

Univ. of Tennessee

Univ. of Minnesota Med. CtrA.

Medical College

of Wisconsin

Univ. of Wisconsin

Univ. of Iowa

Northwestern

Univ.

Rush-Presb.

St. Luke’s

Med. Ctr.

Wayne State Univ.

Ohio State Univ.

Univ. of Pittsburgh

Univ. of Cincinnati

Medical Center

Wake Forest University

Univ. of North Carolina

SUNY

Buffalo

Brigham & Women’s Hosp.

Univ. of Mass

Med. Ctr.

Mem. Hosp. of Rhode Is.

SUNY, Stony Brook

Albert Einstein

Col. of Med.

Univ. of Med. & Dent.

of New Jersey

Medlantic Res. Inst./Howard Univ.

George Washington Univ.

I

Participants recruited by 40 Clinical Centers, 1993-1998

Page 7: Introduction to WHI

WHI recruitment

• Emphasis on assuring representation of minorities consistent with population in this age-group

• Age-specific goals and actual distribution for each CT component (as % of total):

Hays et al, Ann Epidemiol. 2003 Oct;13(9 Suppl):S18-77. 7

Goal E-alone E+P DM CaD

50-54 10 13 12 14 14

55-59 20 18 21 23 23

60-69 45 45 45 47 46

70-79 25 24 22 17 17

Page 8: Introduction to WHI

Follow-up and Outcomes collection

• CT—semi-annual contacts with annual clinic visits required • Intervention adherence • Brief physical exam • Mammography, breast exam, ECG (q3 years) • Medical history update (Form 33) • “6% subsample” randomly selected at baseline for additional data collection

• OS—annual mail follow-up (F33), limited exposure assessments and clinic visit at 3 years

• Documentation and adjudication of priority health events • CHD and related outcomes • Cancer • Hip Fracture • All deaths

Curb et al., Ann Epidemiol. 2003 Oct;13(9 Suppl):S122-8. 8

Page 9: Introduction to WHI

Hormone therapy trial design

Hysterectomy

Conjugated equine estrogen

(CEE 0.625 mg/d) [aka ERT, E-alone, CEE]

Placebo

CEE + medroxyprogesterone

acetate (CEE+MPA 2.5 mg/d) [aka PERT, E+P, CEE+MPA] N= 16,608

N= 10,739

YES

NO

Placebo

9 WHI Study Group. Control Clin Trials. 1998;19(1):61-109; or Stefanick et al, Ann Epidemiol. 2003 Oct;13(9 Suppl):S78-86.

Page 10: Introduction to WHI

Statistical power for the hormone therapy component Power % at Selected Sample Sizes

Women with Hysterectomized

Average Disease Probability Uterus (55%) Women (45%)

Intervention Years of (× 100) PERT vs. Placebo ERT vs. Placebo

Effect % Follow-up Control Intervention 25,000 27,500 30,000 25,000 27,500 30,000

Coronary Heart

Disease

21 6 3.26 2.60 66 70 74 57 62 65

21 9 5.02 3.97 85 88 90 77 81 84

Hip Fractures 21 6 1.87 1.49 47 51 54 40 43 46

21 9 3.13 2.46 69 73 77 60 65 68

Combined Fractures 20 6 7.82 6.29 97 98 99 93 95 96

20 9 11.83 9.46 >99 >99 >99 99 99 >99

Breast Cancer 15 9 4.53 5.21 51 55 59 44 47 50

22 14 4.56 5.58 83 87 89 75 79 83

* = Absolute value of one minus intervention versus control incidence rates at planned study termination, multiplied by 100.

― = Power for design assumption based on a weighted logrank statistic highlighted.

WHI Study Group, Control Clin Trials 1998;19(1):61-109. 10

Page 11: Introduction to WHI

11

Page 12: Introduction to WHI

Z

Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

19

98 S

pri

ng

1998 F

all

1999 S

pri

ng

1999 F

all

2000 S

pri

ng

2000 F

all

2001 S

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all

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pri

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2002 F

all

2003 S

pri

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2003 F

all

2004 S

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Fin

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Upper Boundary for Benefit

Lower Boundary for HarmUnweighted Z

Weighted Z

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Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

19

98 S

pri

ng

1998 F

all

1999 S

pri

ng

1999 F

all

2000 S

pri

ng

2000 F

all

2001 S

pri

ng

2001 F

all

2002 S

pri

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2002 F

all

2003 S

pri

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2003 F

all

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20

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Lower Boundary for HarmUnweighted Z

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Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

1998 S

pri

ng

19

98 F

all

1999 S

pri

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19

99 F

all

2000 S

pri

ng

2000 F

all

2001 S

pri

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2001 F

all

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pri

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2003 F

all

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Lower Boundary for Harm (CHD Value)

Unweighted ZWeighted Z

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Z

Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

1998 S

pri

ng

19

98 F

all

1999 S

pri

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19

99 F

all

2000 S

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2000 F

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2001 F

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2004 F

all

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Upper Boundary for Benefit

Lower Boundary for Harm

Unweighted ZWeighted Z

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CHD

Invasive Breast Cancer

Stroke

Global Index

E+P monitoring boundaries and results

Clin Trials. 2007;4(3):207-17. Control Clin Trials. 1996 Dec;17(6):509-25. 12

Page 13: Introduction to WHI

Z

Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

19

98 S

pri

ng

1998 F

all

1999 S

pri

ng

1999 F

all

2000 S

pri

ng

2000 F

all

2001 S

pri

ng

2001 F

all

2002 S

pri

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2002 F

all

2003 S

pri

ng

2003 F

all

2004 S

pri

ng

20

04 F

all

Fin

al A

nal

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s

-6

-4

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0

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6

O

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OO

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Upper Boundary for Benefit

Lower Boundary for HarmUnweighted Z

Weighted Z

O OO O

Z

Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

19

98 S

pri

ng

1998 F

all

1999 S

pri

ng

1999 F

all

2000 S

pri

ng

2000 F

all

2001 S

pri

ng

2001 F

all

2002 S

pri

ng

2002 F

all

2003 S

pri

ng

2003 F

all

2004 S

pri

ng

20

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all

Fin

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nal

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s-6

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6

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Lower Boundary for HarmUnweighted Z

Weighted Z

O OO O

Z

Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

1998 S

pri

ng

19

98 F

all

1999 S

pri

ng

19

99 F

all

2000 S

pri

ng

2000 F

all

2001 S

pri

ng

2001 F

all

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pri

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all

2003 S

pri

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2003 F

all

2004 S

pri

ng

2004 F

all

Fin

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nal

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s

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-4

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0

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OO

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Lower Boundary for Harm (CHD Value)

Unweighted ZWeighted Z

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Z

Planned Analyses

Stopping Boundaries and Observed Z-values

1997 F

all

1998 S

pri

ng

19

98 F

all

1999 S

pri

ng

19

99 F

all

2000 S

pri

ng

2000 F

all

2001 S

pri

ng

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all

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pri

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2002 F

all

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2003 F

all

2004 S

pri

ng

2004 F

all

Fin

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nal

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-2

0

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4

6

O

O OO O

OO

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Upper Boundary for Benefit

Lower Boundary for Harm

Unweighted ZWeighted Z

O OO O

CHD

Invasive Breast Cancer

Stroke

Global Index

E+P monitoring boundaries and results, continued

13 Clin Trials. 2007;4(3):207-17. Control Clin Trials. 1996 Dec;17(6):509-25.

Page 14: Introduction to WHI

Clinical Outcomes in the WHI Postmenopausal Hormone Therapy Trials—Intervention phase results

14

Estrogen+Progestin Estrogen-alone

HR 95% CI HR 95% CI

Coronary heart disease 1.29 1.02 - 1.63 0.91 0.75 - 1.12

Stroke 1.41 1.07 - 1.85 1.39 1.10 - 1.77

Venous thromboembolism 2.11 1.58 - 2.82 1.33 0.99 - 1.79

Invasive breast cancer 1.26 1.00 - 1.59 0.77 0.59 - 1.01

Colorectal cancer 0.63 0.43 - 0.92 1.08 0.75 - 1.55

Endometrial cancer 0.83 0.47 - 1.47 Hip fracture 0.66 0.45 - 0.98 0.61 0.41 - 0.91

Death due to other causes 0.92 0.74 - 1.14 1.08 0.88 - 1.32

Global index 1.15 1.03 - 1.28 1.01 0.91 - 1.12

WHI Study Group, JAMA 2002; WHI Steering Committee, JAMA 2004

Page 15: Introduction to WHI

Clinical Outcomes in the WHI Postmenopausal Hormone Therapy Trials—Intervention phase results

15

Estrogen+Progestin Estrogen-alone

HR 95% CI HR 95% CI

Coronary heart disease 1.29 1.02 - 1.63 0.91 0.75 - 1.12

Stroke 1.41 1.07 - 1.85 1.39 1.10 - 1.77

Venous thromboembolism 2.11 1.58 - 2.82 1.33 0.99 - 1.79

Invasive breast cancer 1.26 1.00 - 1.59 0.77 0.59 - 1.01

Colorectal cancer 0.63 0.43 - 0.92 1.08 0.75 - 1.55

Endometrial cancer 0.83 0.47 - 1.47 Hip fracture 0.66 0.45 - 0.98 0.61 0.41 - 0.91

Death due to other causes 0.92 0.74 - 1.14 1.08 0.88 - 1.32

Global index 1.15 1.03 - 1.28 1.01 0.91 - 1.12

WHI Study Group, JAMA 2002; WHI Steering Committee, JAMA 2004

Page 16: Introduction to WHI

Clinical Outcomes in the WHI Postmenopausal Hormone Therapy Trials—Intervention phase results

16

Estrogen+progestin Estrogen-alone

HR 95% CI HR 95% CI

Coronary heart disease 1.29 1.02 - 1.63 0.91 0.75 - 1.12

Stroke 1.41 1.07 - 1.85 1.39 1.10 - 1.77

Venous thromboembolism 2.11 1.58 - 2.82 1.33 0.99 - 1.79

Invasive breast cancer 1.26 1.00 - 1.59 0.77 0.59 - 1.01

Colorectal cancer 0.63 0.43 - 0.92 1.08 0.75 - 1.55

Endometrial cancer 0.83 0.47 - 1.47 Hip fracture 0.66 0.45 - 0.98 0.61 0.41 - 0.91

Death due to other causes 0.92 0.74 - 1.14 1.08 0.88 - 1.32

Global index 1.15 1.03 - 1.28 1.01 0.91 - 1.12

WHI Study Group, JAMA 2002; WHI Steering Committee, JAMA 2004

Page 17: Introduction to WHI

Hypotheses in the DM trial

1 Does a low fat dietary pattern reduce breast cancer incidence?

1 Does a low fat diet reduce colorectal cancer incidence?

2 Does a low fat diet reduce CHD incidence?

Note: 2:3 randomization used to reduce costs

48,835

randomized

19,541 Intervention: Low-fat eating pattern

•Aim for 20% calories from fat

•Increase fruits/vegetables/grains

29,294 Comparison: Usual diet

84% power to observe a 14% reduction in breast cancer rates after 8.5 years (mean) follow-up [Anderson et al., Ann Epidemiol 2003] 17

Page 18: Introduction to WHI

Intervention group achieved ~70% of the change in dietary intake specified in the design

% energy from fat

% energy from saturated fat

Servings of fruits/vegetables

Servings of grain

Page 19: Introduction to WHI

Prentice RL et al. JAMA 2006

DM trial found a modest but non-significant benefit for breast cancer but not for colorectal cancer (or CHD)

Beresford SAA et al, JAMA 2006

1,727 total diagnoses 3.5% of all DM participants

Invasive breast cancer incidence Colorectal cancer incidence

19

Page 20: Introduction to WHI

Women with higher baseline fat intake made bigger changes in fat intake and experienced somewhat greater risk reduction: A case-case analysis using 4DFRs

Intervention Comparison Interaction

Baseline Variable (Number of

cases = 655)

(Number of

cases = 1072)

Hazard Ratio

(95% CI) P-value

% energy from fat (kcal) 0.04

< 27.9 144 222 0.97 (0.79, 1.20)

27.9 - < 32.3 186 259 1.08 (0.89, 1.30)

32.3-< 36.8 160 283 0.85 (0.70, 1.03)

> 36.8 151 291 0.78 (0.64, 0.95)

Vegetables and fruits

(sv/day) 0.07

< 2.3 155 259 0.90 (0.73, 1.09)

2.3-<3.3 158 268 0.88 (0.72, 1.07)

3.3-<4.6 144 264 0.82 (0.67, 1.00)

> 4.6 197 276 1.08 (0.90, 1.29)

Prentice RL et al. JAMA 2006

Page 21: Introduction to WHI

Trial results motivate search for nutrition biomarkers to better calibrate self-reported intake and improve inference Prentice et al, AJE 2013

21

Page 22: Introduction to WHI

Calcium and Vitamin D (CaD) trial hypotheses and design

• 1 Does supplemental calcium and vitamin D reduce hip fracture rates?

• 2 Does calcium and vitamin D reduce colorectal cancer incidence?

Note: Randomization to CaD trial offered to HT and DM trial participants at/after year 1 visit

88% power to observe a 21% reduction in hip fracture rates after 7.5 years (mean) follow-up [Anderson et al., Ann Epidemiol 2003]

22

36,282

randomized

(1:1)

Calcium carbonate 1000 mg/d

+ vitamin D 400 IU/d

Placebo

Page 23: Introduction to WHI

CaD helps to preserve bone mineral density

• Greater preservation in total hip BMD

• Average differences between CaD and placebo groups:

• 0.59% at AV3

• 0.86% at AV6

• 1.01% at AV9

Total Hip

-3

-2

-1

0

1

2

3

4

5

Year 1 Year 3 Year 6 Year 9

Clinical Trial Annual Visit

Mea

n C

han

ge in

BM

D

fro

m Y

ear

1,

%

CaD

Placebo

NEJM 2006;354:669-83

P<0.001

P<0.001 P=0.01

Jackson et al., NEJM 354;7:669-683

Page 24: Introduction to WHI

Calcium and vitamin D supplements may slightly reduce risk of hip fracture; no benefit seen for colorectal cancer

Hip fracture incidence

Wactawski-Wende, et al., NEJM 2006;354:694-696

Hip Fracture

0.0

0.0

05

0.0

10

0.0

15

0.0

20

0.0

25

0 1 2 3 4 5 6 7 8

Time (years)

Cu

mu

lative

Ha

za

rd

CaDPlacebo

CaD:Events 9 16 14 26 34 30 20 22 4N at risk 18176 18063 17950 17801 17616 17243 14669 9144 4395

Placebo:Events 11 23 19 27 27 43 24 18 7N at risk 18106 17982 17839 17669 17464 17072 14507 9027 4343

HR = 0.88

(95% CI, 0.72-1.08)

P-value = 0.23

Jackson et al., NEJM 354;7:669-683

Colorectal cancer incidence

24

Hip fractures HR 0.88; 95% CI 0.72-1.08 14 CaD vs 16 placebo

Lower arm or wrist fractures

HR 1.01; 95% CI 0.90-1.14 44 CaD vs. 44 placebo

Total fractures

HR 0.94; 95% CI 0.87-1.02 164 CaD vs 170 placebo

Page 25: Introduction to WHI

Study timeline & significant events

1993-98 Recruitment by 40 Clinical Centers

1994 Redesign of HT trial

2000 HT participants notified of adverse CVD effects

2001 HT participants informed that adverse CVD effects were continuing

2002 E+P trial intervention stopped by DSMB, all WHI participants notified, follow-up continued

2004 E-alone trial stopped by NHLBI, follow-up continued

2004-5 DM and CaD trials completed; Participants consented to longer-term, centralized follow-up; 39 Field Centers + CCC continue outcomes procedures (Extension I)

2010 Participants re-consented to extended, follow-up (Extension II); Outcomes documentation streamlined; 4 Regional Centers, 6 satellite sites and CCC

2012-13 Long-Life substudy implemented

2015 Centralized follow-up continues in Extension III

2015 WHISH and COSMOS trials begin

25

Page 26: Introduction to WHI

Protocol changes in the Extension Studies

• 2005-2010 • CT follow-up reduced to annual, centralized, mailed follow-up (F33 and selected exposure

updates)

• Modest streamlining of outcomes data

• 2010-2015 • Outcomes documentation/adjudication limited to HT/AA/Hispanic participants (Medical

Records Cohort, MRC)

• Self-Report Cohort (all others) receive annual follow-up

• Long Life Study of ~8,000 older MRC participants have a home visit with brief physical exam, functional status assessment and blood collection

• 2015-2020 • No significant changes

26

Page 27: Introduction to WHI

Chlebowski RT, Kuller L, Prentice R, et al. N Engl J Med 360;6:11-25 Chlebowski RT, Kuller L, Prentice R, et al, NEJM, 2009

Study milestones may be important in analyses Example: Breast cancer hazard ratios during and after intervention in the E+P trial

27

Page 28: Introduction to WHI

Cohort attrition by study phase

• 161,808 participants from 40 U.S. centers followed for up to 12 years (1993-2005)

• 115,403 participants enrolled in WHI Extension Study I (2005-2010)

• 93,500 participants enrolled in WHI Extension Study II (2010-2015)

• ~78,000 currently alive and in active follow-up

• Passive follow-up data • Linkage to Medicare established for ~142,000 women (96% of those with valid

social security numbers)

• NDI searches to determine vital status and cause of death

28

Page 29: Introduction to WHI

Age distribution of active participants on September 30, 2015 (N=81,330)

254

1424

3486

4649

5223

3972

911

5115

12134

15751

16803

11608

0 5000 10000 15000 20000 25000

95+

90-94

85-89

80-84

75-79

<75

MRC SRC

Page 30: Introduction to WHI

WHI cohort composition changes over time

30

713 4190

14618

6484

133541

2262 402

2396

8354

3389

99447

1419 318 1880 6136

2472

81659

1102

0

20000

40000

60000

80000

100000

120000

140000

American Indian Asian/Pacific Islander Black Hispanic White Unknown

Baseline

2005

2010

Page 31: Introduction to WHI

WHI organizations & functions • Funding and oversight by NHLBI (Shari Ludlam, Program Officer)

• Clinical Coordinating Center (PI: Garnet Anderson) • Centralized mail follow-up • Coordinate outcomes adjudication • Support study committees, SIGs • Maintain databases and biospecimen repository @ Fisher Bioservices • Provide analytic support

• Four Regional Centers (PIs: Rebecca Jackson, Sally Shumaker, Marcia Stefanick, Jean Wactawski-Wende) and 5 satellite sites

• Follow-up of mail non-responders • Document outcomes • Provide analytic support • Engage investigators/support SIGs

31

Page 32: Introduction to WHI

WHI Committees & Governance

• Steering Committee (Rebecca Jackson, chair)

• Outcomes Advisory Committee (Karen Margolis, chair)

• Ancillary Study Committee (Robert Brunner, chair)

• Publications and Presentations Committee (Barbara Howard and Cynthia Thomson, co-chairs)

• Scientific Resources Working Group (Rebecca Jackson, chair)

• Scientific Interest Groups • Aging, Bone/Fracture/Body Composition, Cancer, CVD, Genetics/Proteomics/Biomarkers,

Health Services, Minorities & Health Disparities, Nutrition/Energy Balance, Obesity/Diabetes, Physical & Built Environment, Psychosocial & Behavior Health

32

Page 33: Introduction to WHI

Study Policies: Publications and Presentations

• Manuscript proposals, including analytic plan must be approved by P&P and writing committee membership offered to WHI investigators

• Final manuscript must be approved by P&P prior to journal submission

• Meeting abstracts need prior approval by P&P

• All papers must acknowledge WHI funding, investigators

Additional information at https://www.whi.org/researchers/SitePages/Write%20a%20Paper.aspx

33

Page 34: Introduction to WHI

Study Policies: Ancillary Studies

• Definition: Any study that generates new data not covered by the WHI protocol

• New questionnaires

• Analyses of biospecimens

• Linkage to external data

• Approvals • All proposed ancillary studies must be reviewed and recommended by the

ASC and approved by the Steering Committee and NHLBI

• Ancillary studies with participant burden must be reviewed by the DSMB

Additional information at: https://www.whi.org/researchers/SitePages/Ancillary%20Studies%20Overview.aspx

34

Page 35: Introduction to WHI

WHIMS suite of studies in HT participants

35

Page 36: Introduction to WHI

Filling the gaps in WHI data and biospecimen collection for cancer survivorship and molecular epidemiology studies

LILAC –LIFE AND LONGEVITY AFTER CANCER THE WHI CANCER SURVIVOR COHORT

Garnet Anderson, Bette Caan, Electra Paskett, mPIs

36

Page 37: Introduction to WHI

Eligible

based on

existing

data

Intervention

(n ~ 25,000) Consent

WHISH PA (Go4Life®) Intervention

deliver mail-based [+ website, etc.]

± IVR** (phone) + live advisor, PRN

Follow, per WHI protocol no

yes

yes

Randomize

Follow, per WHI protocol

Follow, per WHI protocol

Control

(n ~25,000)

** Interactive Voice Response System (Consent)

Opt Out: no

A Pragmatic Trial : Physical Activity to Improve CV Health in Women

PIs: Marcia Stefanick, Charles Kooperberg, Andrea LaCroix, Ph.D

Page 38: Introduction to WHI

Primary Outcomes: Major cardiovascular events (MI, stroke, CVD death, and coronary revascularization) and total cancer (excluding non-melanoma skin cancer)

Cocoa flavanols

N=9,000 Placebo N=9,000

WHI women aged ≥65 y + VITAL non-randomized men aged ≥60 y

Multivitamin N=4,500

Placebo N=4,500

Multivitamin N=4,500

Placebo N=4,500

COcoa Supplement and Multivitamin Outcomes Study PIs: JoAnn E. Manson, Howard Sesso

38

Page 39: Introduction to WHI

The WHI program is funded by the

National Heart, Lung, and Blood Institute, National Institutes of Health,

U.S. Department of Health and Human Services

Contracts: HHSN268201100046C, HHSN268201100001C, HHSN268201100002C,

HHSN268201100003C, HHSN268201100004C, HHSN271201100004C)

39