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Questions and Answers
What is serum 25(OH)D a biomarker of?
What is serum 25(OH)D a biomarker of?
Why is it important to consider the exposure-disease pathway?
Why is it important to consider the exposure-disease pathway?
What happens as you move down the exposure-disease pathway?
What happens as you move down the exposure-disease pathway?
What type of exposure is easy to define in terms of dose?
What type of exposure is easy to define in terms of dose?
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Is exposure to secondary smoke a binary exposure?
Is exposure to secondary smoke a binary exposure?
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What shifts as you move along the exposure-disease pathway?
What shifts as you move along the exposure-disease pathway?
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What is a challenge when trying to define exposure?
What is a challenge when trying to define exposure?
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Why is it necessary to choose a surrogate measure of exposure?
Why is it necessary to choose a surrogate measure of exposure?
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When choosing a surrogate measure, what should be balanced?
When choosing a surrogate measure, what should be balanced?
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What is an example of exposure occurring through multiple sources?
What is an example of exposure occurring through multiple sources?
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What is the first step in measuring exposure?
What is the first step in measuring exposure?
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What is the purpose of isolating the biological agent of interest?
What is the purpose of isolating the biological agent of interest?
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Why is it important to specify the active agent when measuring exposure?
Why is it important to specify the active agent when measuring exposure?
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What is an example of a specific biological agent of interest?
What is an example of a specific biological agent of interest?
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What is a common source of human exposure to mercury?
What is a common source of human exposure to mercury?
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What type of chemicals are formed during the digestion of processed meat?
What type of chemicals are formed during the digestion of processed meat?
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What is the biological agent of interest in the context of mercury exposure?
What is the biological agent of interest in the context of mercury exposure?
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What is a key consideration when selecting an exposure measurement?
What is a key consideration when selecting an exposure measurement?
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What type of cancer is associated with the consumption of red meat?
What type of cancer is associated with the consumption of red meat?
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What is a surrogate measure of exposure in the context of smoking?
What is a surrogate measure of exposure in the context of smoking?
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What is the exposure-disease pathway in the context of mercury exposure?
What is the exposure-disease pathway in the context of mercury exposure?
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What is the critical exposure window, and how does it relate to exposure measurement error?
What is the critical exposure window, and how does it relate to exposure measurement error?
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Why is it essential to consider the timing of exposure in epidemiological studies?
Why is it essential to consider the timing of exposure in epidemiological studies?
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What is an example of how the timing of exposure affects the outcome in prenatal development?
What is an example of how the timing of exposure affects the outcome in prenatal development?
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How can the exposure timing affect the outcome in the context of cannabis use and schizophrenia-like deficits?
How can the exposure timing affect the outcome in the context of cannabis use and schizophrenia-like deficits?
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What is the importance of considering the timing of exposure in relation to menopause in cardiovascular disease research?
What is the importance of considering the timing of exposure in relation to menopause in cardiovascular disease research?
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Why is it essential to define the exposure accurately in epidemiological studies?
Why is it essential to define the exposure accurately in epidemiological studies?
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What is the implication of including exposures outside of the etiological window on exposure measurement?
What is the implication of including exposures outside of the etiological window on exposure measurement?
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Why is it necessary to consider the timing of exposure in case-control studies?
Why is it necessary to consider the timing of exposure in case-control studies?
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What is the importance of considering the time since last exposure in determining disease risk, especially for causes that occur late in the sequential cause chain?
What is the importance of considering the time since last exposure in determining disease risk, especially for causes that occur late in the sequential cause chain?
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What is regency analysis, and when is it used?
What is regency analysis, and when is it used?
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How can the timing of exposure be related to disease risk using statistical approaches?
How can the timing of exposure be related to disease risk using statistical approaches?
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What should be considered when measuring exposure to ensure accurate results?
What should be considered when measuring exposure to ensure accurate results?
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Why is it essential to specify the timing of exposure in measuring exposure?
Why is it essential to specify the timing of exposure in measuring exposure?
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What should be considered when selecting an exposure measurement method?
What should be considered when selecting an exposure measurement method?
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Why is it necessary to adjust for other exposure windows when examining the association between exposure and disease risk?
Why is it necessary to adjust for other exposure windows when examining the association between exposure and disease risk?
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What are the three key steps in measuring exposure?
What are the three key steps in measuring exposure?
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Why is it important to exclude exposures that occurred in the induction or latent period when computing cumulative dose in a case-control study?
Why is it important to exclude exposures that occurred in the induction or latent period when computing cumulative dose in a case-control study?
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What is the purpose of latency analysis or exposure lagging in relating timing of exposure to disease risk?
What is the purpose of latency analysis or exposure lagging in relating timing of exposure to disease risk?
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What type of exposure measurements are considered reliable in case-control studies?
What type of exposure measurements are considered reliable in case-control studies?
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Why is it important to establish a reference date in case-control studies when assessing behavioral exposures?
Why is it important to establish a reference date in case-control studies when assessing behavioral exposures?
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What is the purpose of exposure window analysis in relating timing of exposure to disease risk?
What is the purpose of exposure window analysis in relating timing of exposure to disease risk?
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Why is time since first exposure or age at first exposure important in some causes?
Why is time since first exposure or age at first exposure important in some causes?
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What is a challenge when trying to relate timing of exposure to disease risk?
What is a challenge when trying to relate timing of exposure to disease risk?
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Why is it important to consider the timing of exposure in case-control studies?
Why is it important to consider the timing of exposure in case-control studies?
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Study Notes
Exposure in Epidemiology
- Exposure can be difficult to define and may fluctuate over time, even within the same person.
- True exposure is often not measurable, and a surrogate is needed, balancing sensitivity, specificity, accuracy, patient burden, and cost.
Sources of Exposure
- Exposure can occur through many sources, such as environmental factors, lifestyle habits, and biological agents.
- Example: Exposure to aluminum welding fumes can cause pulmonary fibrosis.
Biological Agent of Interest
- Isolating the biological agent of interest helps measure exposure accurately.
- Specify the active agent to make the measurement of exposure more precise.
- Example: If caffeine is the exposure of interest, exclude decaffeinated coffee and include all sources of caffeine, such as sports gels and medication.
Examples of Exposure
- Vaccination and autism due to exposure to mercury from thimerosal in vaccines.
- Eating meat and the risk of colon cancer due to naturally occurring chemicals, added nitrates, and nitrites.
- Smoking and prostate cancer, considering different types of smoking and toxic components.
Considerations for Selecting Exposure Measurement
- How does exposure relate causally to the outcome of interest?
- What is the best way to represent the amount or dose of exposure?
- Example: Serum 25(OH)D as a biomarker of exposure to vitamin D.
The Exposure-Disease Pathway
- Exposure to disease is a pathway of multiple steps or causal events.
- Exposures can be measured at multiple steps or states.
- Disease can be measured at multiple steps or states.
- As you move down the exposure-disease pathway, what one measures is closer to the causal agent, making it more likely to show a non-biased association between exposure and disease.
Exposure Measurement in Epidemiological Studies
- In case-control studies, behavioral exposures should only be included before symptoms occur, and a reference date should be established for both cases and controls.
- Example: 2 years for colon cancer.
Timing of Exposure
- Timing of exposure is crucial in determining disease risk, and different methods can be used to relate timing of exposure to disease risk.
- Methods include:
- Latency analysis or exposure lagging: exclude exposures that occurred in the induction or latent period.
- Exposure window analysis: only count exposures that occurred in the etiological window, excluding those before and after.
- Example: a cumulative dose of asbestos for the time window 10 to 25 years before diagnosis/reference date had the greatest power to detect an association with lung cancer.
Etiological Window
- The etiological window is the critical exposure window during which the exposure has the greatest causal effect on outcomes.
- Including exposures outside of the etiological window results in exposure measurement error.
- Examples of etiological windows include:
- Prenatal exposure (different effects in 1st, 2nd, and 3rd trimesters)
- Exposures during different phases of childhood
- Peripubertal period (e.g., cannabis exposure and schizophrenia-like deficits)
- Time in relation to menopause (e.g., postmenopausal women and cardiovascular disease)
Additional Methods
- Time since first exposure or age at first exposure: important for causes that are early on the sequential cause chain.
- Example: age at immigration and risk of melanoma.
- Regency analysis: considers only recent exposure and works for exposures that are causal in the later part of the sequential cause chain.
- Example: smoking in the past year is the best exposure window for the association with myocardial infarction.
Statistical Approaches
- Examining cumulative exposure dose for different non-overlapping time periods in the same model.
- Examining multiple overlapping periods in separate models and comparing models for goodness of fit.
- Using weighted cumulative exposure, with each time window carrying different weights.
- Caution: exploratory modeling tends to overestimate the effect size, and components of dose and time are correlated, so need to adjust for other exposure windows.
Measuring Exposure
- Step 1:
- Identify research question
- Identify biological agent of interest
- Determine where in the exposure-disease pathway to measure exposure
- Step 2:
- Identify ideal and feasible method of measurement
- Ensure measurement method is sensitive and specific
- Determine timing of exposure to include
- Step 3:
- Determine duration of exposure
- Determine frequency of exposure
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Description
This quiz explores the concept of exposure in epidemiology, discussing its definition, fluctuations, and measurement. It also touches on the importance of choosing a surrogate when true exposure is not measurable.