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The Importance of Experimental Design

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a second, unknown factor that has not been controlled. ... Swan, SH et al., Environ Health Persp 108(10): 961-966 (2000) Declining Sperm Density ... – PowerPoint PPT presentation

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Title: The Importance of Experimental Design


1
The Importance of Experimental Design
  • All experiments should have a control population.

X
2
The Importance of Experimental Design
  • Proper control uses a placebo instead of no
    treatment.

3
Experimental Design
  • Experimental design to avoid biases and
    confounders
  • Biases due to
  • experimenter
  • subject
  • population
  • Confounders
  • a second, unknown factor that has not been
    controlled.
  • confounders may mediate effects of dependent
    variables. Example drug mixtures.

4
Experimental Design Double Blind Experiments
  • Members of the study group do not know if they
    are receiving the drug or the placebo.
  • Scientist observing the study group do not know
    which ones have drug and which ones have placebo.
  • All FDA testing must be double blind
  • Early example is the early testing in the 1960s
    of Vineberg procedure for heart disease.

5
Toxicity Assessment
  • Gather toxic information qualitative
    quantitative
  • Identify exposures periods
  • Determine toxic values for non-carcinogenic
    effects
  • Determine toxic values for carcinogenic effects
  • Determine toxic values for endocrine disrupting
    effects

6
Dose
7
Steroid Hormone Molecules Enter the Cell
Hormone - Receptor Complexes Activate
Transcription
Receptors
Cytoplasm
RNA
DNA
HRE
DNA
HRE
Nucleus
Hormone Response Element
Hormone Response Element
Classical Model for Steroid Hormone
Action Figure 3
ATSDR
8
(No Transcript)
9
Human development is disrupted at vulnerable
stages by fetal and infant exposure to endocrine
disruptors.
10
Human Health Effects of Dioxin
  • Cancer
  • Known human carcinogen
  • Neonatal Abnormalities
  • Change in sex ratio
  • Altered level of thyroid hormone
  • Skin Disorders
  • Porphyria cutanea tarda
  • Chloracne
  • Neurologic Disorders
  • Peripheral (animal)
  • Central (PCB?)
  • Immune System
  • Change in immune system parameters / modulation
  • Endocrine System Effects
  • Low levels of testosterone
  • Increase glucose intolerance or diabetes
  • Decreased estrogen estrogen-receptor levels
    after fetal exposure

11
Other determinants of toxicity
  • Timing of exposure (a dose taken all at once
    usually more dangerous than the same dose divided
    over a longer period of time)
  • Route of exposure how you are exposed
    (inhalation, ingestion, skin) often determines
    the type of health effect

12
Acceptable Risk
  • For no threshold chemicals (e.g. carcinogens,
    we set the probability of effect that we are
    willing to accept (usually 1/100,000 or
    1/1,000,000)

13
Ecotoxicology
  • Remember the system as a whole can be important.

14
Other ways to be toxic
  • There is the same old ways hurt, kill, or mutant
    and individual (whether it is a cell, organ or
    being).
  • Others
  • Immune system dysfunction.
  • Endocrine disruption.
  • Alter reproductive capability, maleness,
    femaleness, etc...
  • Alteration of systems patterns.
  • Pattern change can impact the system drastically.
  • Lose of diversity.

15
Lets step back, and revisit the definition of
ecosystem.
  • A set of species living together in one place in
    a definable environment. classic
  • A system through which energy flows in various
    forms with the participation of biota to a
    variable degree. thermodynamic
  • The ecosystem is a stationary entity of abiotic
    and biotic compartments, in which energy,
    material, and information reside and flow in
    various forms. - new

16
Key concepts - Ecotoxicology
  • Biomagnification
  • Another human exposure concern
  • Population effects
  • Community effects
  • Ecosystem effects
  • How do we define natural?

17
Loss of maleness
18
Declining Sex Ratios Reduced Ratio of Male to
Female Births in Several Industrial Countries
Davis DL et al. JAMA 279(13) 1018-1023. (1998)
19
Declining Sperm Density A Meta-Analysis
1938-1996
Mean sperm density by year and geographic region.
Swan, SH et al., Environ Health Persp 108(10)
961-966 (2000)
20
Diversity
  • Genetic diversity is very important to the health
    of the system.
  • Since a toxin typically acts at a very specific
    molecular site (i.e., a key only fits into a
    specific lock), any slight alteration in your (or
    some other species) molecular makeup may allow
    you to be immune to the toxin.
  • Examples
  • More diverse field of grass is more drought
    resistant.
  • Corn crop failure in early 1990s.
  • Tons more.

21
Risk Characterization
  • Calculation of risks
  • What toxin(s) are present
  • Exposures how long, how much,
    frequency, route(s)
  • Toxicity in vivo

22
Risk Assessment
Exposure Assessment
Data Collection Hazard Identification
Risk Characterization
Toxicity Assessment
23
Public Health Interventions
  • Surveillance
  • Evaluation
  • Prevention
  • - Risk Communication
  • - Health Education
  • - Infrastructure
  • Impact Assessment

ATSDR
24
  • Slides Developed From
  • Association of Occupational Environmental
    Clinics
  • The Agency for Toxic Substances Disease
    Registry
  • Collegues at University of Illinois
  • Postings on the Internet
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