Confounding Study


Step 3: Student Role - Your Plan of Action

You need to first familiarize yourself with these studies.

1. Listen to the introduction about the two studies
2. Read the following synopsis of each study

Questions in steps 4 and 5 require you to demonstrate critical thinking and knowledge of epidemiological concepts. Read carefully through the explanations of both correct and incorrect answers. Finally, answer the discussion questions in Step 6 found at the end of the exercise. Bring your answers to you seminar section and be prepared to discuss them in class.

Dr. Steven Stellman

Dr. Steven Stellman

[ Listen ]
[ Read Transcript ]
[ Read Study Synopsis ]

Dr. Syd Shapiro

Dr. Syd Shapiro

[ Listen ]
[ Read Transcript ]
[ Read Study Synopsis ]

Synopsis 1: Artificial Sweetener and Bladder Cancer, S. Stellman et al.

Note: These synopses will be used as a background material for homeworks on Bias and Confounding.

Objectives

To assess whether use of artificial sweetener in daily diet increases the risk of bladder cancer.

Hypothesis

Artificial sweetener (AS) and diet beverage (DB) use is associated with bladder cancer.

Design

This is a matched case-control study.

Controls were matched to cases on age (in decades), sex, hospital, and hospital-room status (private, semiprivate, or ward). This was a 1:1 matching with matches found for all but 10 male cases and 14 female cases.

Intellectually curious? Learn more about matching.

Population at risk for Disease

Males and females who use artificial sweeteners in their diet.

Source Population

Hospital cases and controls present an ill-defined source population that generally cannot be characterized.

Eligibility criteria for cases and controls

Cases: male and female patients admitted for a fist diagnosis of bladder cancer.
Controls: male and female patients admitted for other health conditions, both neoplastic and nonneoplastic.

Intellectually curious? What does "neoplastic" and "nonneoplastic" mean?

Diagnoses of the male matched controls

Tobacco-related cancers (lung, larynx, mouth, and esophagus): 23%
Other cancers: 38%
Benign neoplastic diseases: 5%
Nonneoplastic conditions: 34%

Diagnoses of the female matched controls

Tobacco-related cancers (lung, larynx, mouth, and esophagus): 14%
Other cancers: 36%
Benign neoplastic diseases: 7%
Nonneoplastic conditions: 43%

Methods of accrual of cases and controls

Cases: Eligible men and women were interviewed between August 1977 and June 1979.
Controls: Eligible men and women were interviewed during the same time period as cases.

Data collection

Measurement of Exposure: Artificial Sweetener (AS)

Measurement of Outcome: Bladder Cancer, verified histopathologically (i.e., cytologic, histologic and pathologic characteristics all showed that this indeed was a bladder cancer)

Data Analysis

Males and females did not significantly differ in their use of artificial sweeteners. The proportion of males who never used AS, currently used AS and formerly used AS were very similar between male cases and controls. A similar pattern was seen in female use of AS. Please see table 1.

Table 1. Regular users of artificial sweeteners among bladder cancer patients and matched controls.*

When Regularly Used Males Females

Cases (%) Controls (%) Cases (%) Controls (%)
Never 74.8 73.5 78.5 70.8
Currently 16.6 18.9 16.9 21.5
Formerly
(1 year ago or less)
2.3 3.3

Formerly
(1 year ago or more)
6.3 4.3 4.6 4.6

*Regular use was defined a continued use for at least 1 month.

The proportion of males who never used diet beverages was the same in controls and cases. However, it appears that more female controls used diet beverages currently than female cases. Please, see table 2.

Table 2. Regular users of diet beverages among bladder cancer patients and matched controls.*

When Regularly Used Males Females

Cases (%) Controls (%) Cases (%) Controls (%)
Never 85.1 82.8 84.6 75.4
Currently 13.6 16.2 13.8 20.0
Formerly ≤ 1 year
0.3 1.5
Formerly ≥ 1 year 1.3 0.7
4.6

*Regular use was defined a continued use for at least 1 month.

Intellectually curious? Learn more on how to obtain adjusted effect estimates.

When the crude odds ratio (OR) was adjusted for age, hospital room status, year interview and education, there appeared to be no differences between those males who developed bladder cancer and used artificial sweeteners and those males who developed bladder cancer and did not use artificial sweeteners (see table 3). Similar findings were observed for females. See table 4.

Table 3. Odds Ratio for Bladder Cancer Among Male Artificial Sweetener Users (number of males=402)

Variables included in the Model Odds Ratio 95% C.I.
None 1.85 1.45-2.36
Age, hospital, hospital room status, Year of interview 1.43 1.10-1.86
All of above plus education 1.13 0.60-2.09

Table 4. Odds Ratio for Bladder Cancer Among Female Artificial Sweetener Users (number of males=122)

Variables included in the Model Odds Ratio 95% C.I.
None 0.99 0.61-1.59
Age, hospital, hospital room status, Year of interview 0.89 0.48-1.64
All of above plus education 0.80 0.20-2.98

Results: No evidence was found to suggest that artificial sweeteners or diet beverages were associated with bladder cancer

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Synopsis 2: Recent and Past Use of Conjugated Estrogens in Relation to Adenocarcinoma of the Endometrium, Shapiro S., Kaufman D.W., et al.

Objectives

To determine whether prior use of estrogen is associated with endometrial cancer

Hypotheses

Design

Matched case-control study

Matching

1:4 (up to 4 controls were matched to each case according to decade of age and geographic areas).

Population at risk for disease

Postmenopausal women aged 50 to 69 years from Eastern Seaboard, Kansas, Arizona, California, and Canada.

Source Population

It is difficult to establish the precise source population for a hospital case-control study; cases might have come from far away to receive specialized treatment, while controls might have lived in the neighborhood surrounding the hospital.

Eligibility Criteria for Cases and Controls

Diagnoses of Matched Controls

Diagnosis No. of controls Use of Conjugated Estrogens No. (%) Use of Other Estrogen-Containing Hormones Only No. (%)
Nontraumatic orthopedic Conditions 84 17 (18) 11 (13)
Trauma 79 13 (16) 2(1)
Acute infections and Other acute conditions 101 14 (11) 7 (7)
Other disorders 138 23 (14) 10 (9)

Methods of Accrual of Cases and Controls

Data Collection:

Measurement of Exposure: a questionnaire was used with questions pertaining to lifetime histories of regular use of noncontraceptive estrogens for any of the following indications: regulation of periods, menstrual problems, infertility, breast conditions, endometriosis, sexual difficulties, and menopausal symptoms.

Measurement of Outcome: diagnosis of adenocarcinoma of the endometrium recorded either in the discharge summary or the pathology report, within a year of the current admission.

Exclusion criteria:

Data Analysis

Total number of cases: 149
Total number of controls: 453

The proportion of cases who used conjugated estrogens was greater among cases than controls (see Table 1).

Table 1: Relation of Use of Noncontraceptive Estrogens among 149 Cases and 402 Controls

Use of Estrogen Cases No. (%) Controls No. (%)
No use 81(54) 305(76)
Conjugated Estrogens 60(40) 67 (17)
Nonconjugated Estrogens only 8 (5) 30 (7)

Odds ratio estimates together with their 95% confidence limits were computed for various categories of estrogen use. Conjugated estrogen use was a statistically significant predictor of endometrial cancer (Table 2).

Table 2. Relation of Use of Noncontraceptive Estrogens to Risk of Endometrial Cancer among 149 Cases and 402 Controls

Use of Estrogen Cases No. (%) Controls No. (%) Rate Ratio* 95% Confidence Limits*/td>
No use 81(54) 305(76) 1.0 ---
Conjugated Estrogens 60(40) 67 (17) 3.9 2.5-6.2
Nonconjugated Estrogens only 8 (5) 30 (7) 0.9 0.4-2.3

Conjugated estrogens use played a statistically significant role for all categories of time elapsed since latest use, except for the last time category, ≥ 5 yr (Table 3).

Table 3. Relation of Use of Conjugated Estrogens for Five Years or More to Risk of Endometrial Cancer, According to Time Elapsed since Latest Use

Time Elapsed Since Latest Use Duration of Use ≥ 5 years Rate Ratio 95% Confidence Limits

Cases Controls

< 1 year 27 15 8.8 4.4-17
≥ 1 year 14 13 3.6 1.6-8.4
≥ 2 years 11 11 3.3 1.4-8.0
≥ 3 years 8 9 2.7 1.0-7.5
≥ 4 years 7 8 2.7 1.0-7.8
≥ 5 years 6 7 2.6 0.8-7.8

Results: The rate of endometrial cancer was higher in women who used conjugated estrogens, relative to those who did not. There was no evidence of an association for use lasting less than one year but the risk increased with duration of use.

Questions in steps 3, 4, and 5 require you to demonstrate critical thinking and knowledge of epidemiological concepts. Read carefully through the explanations of both correct and incorrect answers. Finally, answer the discussion questions in Step 6 found at the end of the exercise. Bring your answers to you seminar section and be prepared to discuss them in class. Please proceed to Step 4.

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