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Ronald P. Hattis, MD, MPH
December 2, 2014
Based on a residency project with Melody Law, MD, MPH, 2009
1
A New Paradigm: 5 Stages of Disease
Development
The development of diseases (esp. chronic) generally
involves 5 stages, and each lends itself to preventive
interventions:
1. Exposure to agents/causes/risk factors of disease
2. Acquisition of early disease due to exposure
3. Progression of acquired disease from early to
advanced
4. Complications resulting from advanced disease
5. Death or Disability, generally from complications
2
A New Paradigm: 5 Stages of Disease
Development, contd.
Diseases causing most morbidity and mortality today are
chronic (cardiovascular, cancer, HIV, hepatitis C, etc.)
Develop through stages over long period
Generally advance to become more severe over time
Acute illnesses (e.g., trauma, anaphylaxis, acute
infections) may not involve all five stages
Entire model may not apply to a given disease/condition
Those stages that do apply are still applicable for teaching
and prevention
3
Utilizing the Stages of Disease in
Medical School Teaching
Stage # Disease Development Aspects of Disease to Teach that Correlate with
Stage of Development
1 Exposure Epidemiology, Risk Factors, Genetics (a Type of
Exposure)
2 Acquisition Cellular Mechanisms, Immunology, Diagnosis,
Tests and Imaging
3 Advancement/Progression Pathophysiology, Monitoring of Disease Status,
Treatment Mechanisms and Effects
4 Complications Pathological Mechanisms, Medical and Surgical
Interventions, Inpatient Care, Clinical Management
5 Death or Disability a) Causes of Mortality, Intensive Interventions
b) Types of Disability from Disease
c) Pain Management and End of Life Care
Preventing each Stage of Disease
What is it we try to accomplish through
prevention?
Avoid progressing to successive, more severe stage
(regardless of how severe disease already is)
Reverse the disease process if possible
Prevent suffering and disability through rehabilitation
Prevent futile and expensive care
Avoid secondary cases
 Applies to communicable diseases, but also to those caused
by shared lifestyle
Combining the Stages of Disease
Development and Stages of Prevention
Stage # Disease Development Prevention of the Respective Stage
1 Exposure Avoidance of Exposure
2 Acquisition Reduction of Acquisition
3 Advancement/Progression Interruption of Progression
4 Complications Avoidance of Complications
5 Death or Disability a) Preventing (Delaying) Mortality
b) Rehabilitation of Disability
c) Palliative Care for Inevitable Death
6
Examples of the 5 Stages of Prevention
Stage 1: Avoidance of exposure to agents of disease
Sexual abstinence; anti-smoking efforts
Stage 2: Reduction of acquisition of disease (as a result of
exposure)
Post-exposure prophylaxis; hepatitis B vaccine for drug users
Stage 3: Interruption of the progression of a disease (that has
been acquired)
Screening tests (Pap, cholesterol, etc.) followed by treatment; INH
for latent TB; some diseases can be cured or progression reversed
Stage 4: Avoidance of complications (from progressed disease)
Prophylactic antimicrobials for AIDS patients; anticoagulants
Stage 5: Delay of mortality, rehabilitation of disability, or
palliative care for terminal disease
ICU care for stroke; physical therapy; hospice care
7
Application of stages of prevention
to specific diseases
STAGE OF
PREVENTION
TYPE 2 DIABETES HIV/AIDS BREAST CANCER
1 Exposure Avoidance: Healthy eating, limit simple
carbohydrates, maintain healthy
weight, exercise
Abstinence from sex (or
screening and monogamy of
seronegative partners), no
injection drug use
Avoid known carcinogens
(smoking, drinking ETOH), limit
exogenous estrogens, avoid
obesity, regular exercise
2 Disease Acquisition
Reduction:
Weight loss, carbohydrate reduction,
consider metformin if insulin
resistance/pre-diabetes
Condom promotion and
programs to discourage drug
abuse, needle sharing
Tamoxifen, raloxifene or
mastectomy as prophylactic
treatment if BRCA gene (genetic
exposure)
3 Interruption or Delay
of Disease
Advancement:
Anti-diabetic drugs, monitor hgb A-
1C, FBS, proteinuria, lipids; bariatric
surgery if indicated
Antibody screening,
monitoring CD4, viral load;
treatment with antiretrovirals
Detection of cancer by exams,
mammograms, other imaging;
biopsy; early surgery; hormone
antagonism or ovarectomy if
estrogen receptor
4 Avoidance or Delay of
Disease
Complications:
ACE Inhibitor/ARB to prevent renal
sequelae, strict glucose control
(insulin if necessary), lipid control,
foot and eye care
Prophylactic treatment for
opportunistic infections
Chemo/radiation therapy,
mastectomy, follow up biannual
mammogram post surgery, PET
scan
5a Delay of Mortality
from Disease:
Complications
Renal Dialysis, coronary stent or
bypass
Intensive treatment for severe
opportunistic infections
Full body radiation, bone
marrow transplant
8
Stages of Prevention:
Economic Considerations
Each consecutive stage is targeted at a smaller population (a
potential cost saving), but may be more expensive or difficult
to apply to each member of that population as become more
ill
Example: Hospitalization for advanced diseases/complications
Examples of exceptions:
 - Changing behavior of an entire population to reduce risky sex or drug
use (Stage 1) may be difficult and expensive per capita
 - Trimethoprim-sulfa to prevent complications of AIDS (Stage 4) is
inexpensive for each person treated
As each stage of prevention is applied, it can reduce the rate of
its respective stage of disease development and of all
subsequent stages, so early stage prevention pays off
Example: If fewer acquire disease, fewer complications occur 9
Examples of Calculations Facilitated by
Stages of Prevention Model, contd.
The rate of any stage of disease will be the product of
the rates of the stages up to that point; examples
(note the algebraic cancellations):
The incidence rate of the disease is
 A /(p*t) = E/(p*t) * A/E
The rate of a specific complication within the defined
population is
 C/(p*t) = E/(p*t) * A/E * P/A * C/P
The mortality rate is
 D/(p*t) = E/(p*t) * A/E * P/A * C/P * D/C
Key: E = exposures, A = acquisitions, P = progressed cases,
C = complications, D = deaths, p = popn., t = time
10
Examples of Calculations Facilitated by
Stages of Prevention Model, contd.
Disease reduction rates can be calculated
Reduction in cases can be compared with associated costs
Let baseline rates for each stage of disease be represented
as B1 through B5 respectively
Let rate reductions achievable for interventions at each
stage be represented by R1 through R5 respectively,
The potential rate of reduction of a specific complication
(Rc), resulting from combining Stages 1 through 4
(exposure reduction, acquisition reduction, prevention of
disease advancement, and avoidance of the complication)
would be:
Rc = B1 * (1-R1) * B2 * (1-R2) * B3 * (1-R3) * B4 * (1-R4)
11
Examples of Calculations Facilitated by Stages of
Prevention Model, contd.
Rc = B1 * (1-R1) * B2 * (1-R2) * B3 * (1-R3) * B4 * (1-R4)
(from last slide)
Let B1 (baseline exposure rate) be .8; B2 (baseline acquisition
rate) be .3; B3 (baseline progression rate) be .6; and B4
(baseline complication rate) be .4
 Then complication rate without intervention (all R’s being zero) = .
8*.3*.6*.4 = .0576 or almost 6%
Let R1 (reduction in exposure) be .5; R2 (reduction in
acquisition) be .8; R3 (reduction in progression) be .6; and R4
(reduction in complications) be .7
 Then complication rate combining all four interventions = .
8*(1-.5)*.3*(1-.8)*.6*(1-.6)*.4*(1-.7) = .8*.5*.3*.2*.6* .4*.4*.3 = .00069 or
less than .07%, a 98.8% reduction
12
Application of Stages of Prevention to
Public Health Planning
Public health always involves limited budgets
 Many diseases cause morbidity and mortality; which worth
investing in prevention, and at what stages?
Example: You have $20,000/year to reduce first myocardial
infarctions in a population of 10,000 adults with 35% elevated
LDL, 4% 1st MIs/year; this money can:
 - Educate 400 people @$50 to reduce their risk of
hyperlipidemia, of whom 100 may change lifestyle and prevent 2-
3 1st
MIs/yr; or
 - Pay for 1000 lipid profiles @$20, with referrals of 350 with high
results to treatment, of whom 150 may follow through
preventing 3-4 1st
MIs/yr (but note lifetime treatment costs not
included) 13
Application of Stages of Prevention to
Patient Counseling
Using current 3-level classification of prevention,
patients at risk for HIV can be educated on:
- Primary prevention to avoid getting the disease (e.g.,
safer sex)
- Secondary prevention to pick up early disease (e.g.,
getting an HIV test)
- Tertiary prevention to prevent worsening of existing
disease (e.g., obtaining treatment if an HIV test is positive,
which also has a primary prevention benefit in reducing
transmission)
14
Application of Stages of Prevention to
Patient Counseling, contd.
- Stages of Prevention model provides more options for personal
behavioral decisions , based on where patients fall in stages of
disease development, and what they are willing to do:
- Stage 1 prevention: avoid exposure to the disease (e.g., abstinence,
testing partners and no sex if positive, not using drugs)
- Stage 2 prevention: avoid infection despite exposure (e.g.,
condoms, not sharing needles/needle exchange, PrEP)
- Stage 3 prevention: detect infection and treat it to avoid AIDS (e.g.,
get tested for HIV; take antiretroviral drugs if infected, which also
reduces exposure of partners)
- Stage 4 prevention: prevent complications of AIDS (e.g.,
antimicrobial drugs added to antiretroviral drugs)
- Stage 5 prevention: post-complications (e.g., treat episode of
opportunistic infection; palliation for AIDS-related terminal cancer
15
Critique of Stages of Disease Paradigm
Advantages for teaching:
More emphasis on epidemiology, early stages
Each stage can be correlated with its preventive measures
 Stages of disease and prevention become inseparable
 All treatment can be considered as preventive
Disadvantages/limitations:
Not all stages apply to all diseases
Requires re-oriented approach
Requires clear definitions of what the disease and its stages
are
 Are obesity and substance abuse diseases in their own right, or
risk factors for diseases such as diabetes and drug overdose?
Critique of Stages of Prevention Paradigm
Advantages of this classification system:
- Addresses disease prevention at 5 successive stages,
correlated with stages of disease, providing a systematic
approach to intervention
 Primary, secondary, and tertiary prevention also successive, but not
progressive mathematically; identify fewer intervention categories
 - Distinguishes between avoidance of exposure and mitigation
of its effects
 Splits current primary prevention into two stages
- Distinguishes among prevention of disease progression, of
complications, and of death or chronic disability
 Divides two vaguely defined categories (secondary and tertiary) into
three more precise ones
17
Critique of Stages of Prevention Paradigm,
contd.
Advantages, contd.:
- Facilitates quantitative calculations and cost-benefit analysis
- Can be used not only in health planning but in counseling
patients
- Recognizes importance of asymptomatic but insidiously
progressive disease
- In final stage, provides alternatives of prolonging life,
rehabilitating disability, or palliative care for terminal disease
- Model provides prevention options for every
specialty and aspect of medicine, and every patient
 - Not only a roadmap for Preventive Medicine specialty
18
Critique of Stages of Prevention Paradigm,
contd.
Limitations of this particular classification system:
- Exposure to risk cannot always be avoided; must be
defined
- Not all diseases/conditions have preventable progression
or complications, and some lack progression at all
- Use of term “stages” for disease development (though not
of prevention) may be confused with stage classifications of
specific diseases (various cancers, CHF)
Disadvantages of revising the classification of
prevention:
- Will have difficulty competing with a paradigm over half a
century old and in wide use 19
Critique of Stages of Prevention Paradigm,
contd.
Limitations of any classification system:
Cannot make universally applicable distinctions
The real world is messy
Prevention is complicated
Can be ineffective if the disease entity to be prevented,
and each stage for each disease, are not clearly defined
Interventions to prevent a complication may be called
primary prevention of the complication (Froom and
Benbassat)
Same interventions may be considered secondary or
tertiary prevention of the disease
-
20

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The 5 stages of disease and prevention

  • 1. Ronald P. Hattis, MD, MPH December 2, 2014 Based on a residency project with Melody Law, MD, MPH, 2009 1
  • 2. A New Paradigm: 5 Stages of Disease Development The development of diseases (esp. chronic) generally involves 5 stages, and each lends itself to preventive interventions: 1. Exposure to agents/causes/risk factors of disease 2. Acquisition of early disease due to exposure 3. Progression of acquired disease from early to advanced 4. Complications resulting from advanced disease 5. Death or Disability, generally from complications 2
  • 3. A New Paradigm: 5 Stages of Disease Development, contd. Diseases causing most morbidity and mortality today are chronic (cardiovascular, cancer, HIV, hepatitis C, etc.) Develop through stages over long period Generally advance to become more severe over time Acute illnesses (e.g., trauma, anaphylaxis, acute infections) may not involve all five stages Entire model may not apply to a given disease/condition Those stages that do apply are still applicable for teaching and prevention 3
  • 4. Utilizing the Stages of Disease in Medical School Teaching Stage # Disease Development Aspects of Disease to Teach that Correlate with Stage of Development 1 Exposure Epidemiology, Risk Factors, Genetics (a Type of Exposure) 2 Acquisition Cellular Mechanisms, Immunology, Diagnosis, Tests and Imaging 3 Advancement/Progression Pathophysiology, Monitoring of Disease Status, Treatment Mechanisms and Effects 4 Complications Pathological Mechanisms, Medical and Surgical Interventions, Inpatient Care, Clinical Management 5 Death or Disability a) Causes of Mortality, Intensive Interventions b) Types of Disability from Disease c) Pain Management and End of Life Care
  • 5. Preventing each Stage of Disease What is it we try to accomplish through prevention? Avoid progressing to successive, more severe stage (regardless of how severe disease already is) Reverse the disease process if possible Prevent suffering and disability through rehabilitation Prevent futile and expensive care Avoid secondary cases  Applies to communicable diseases, but also to those caused by shared lifestyle
  • 6. Combining the Stages of Disease Development and Stages of Prevention Stage # Disease Development Prevention of the Respective Stage 1 Exposure Avoidance of Exposure 2 Acquisition Reduction of Acquisition 3 Advancement/Progression Interruption of Progression 4 Complications Avoidance of Complications 5 Death or Disability a) Preventing (Delaying) Mortality b) Rehabilitation of Disability c) Palliative Care for Inevitable Death 6
  • 7. Examples of the 5 Stages of Prevention Stage 1: Avoidance of exposure to agents of disease Sexual abstinence; anti-smoking efforts Stage 2: Reduction of acquisition of disease (as a result of exposure) Post-exposure prophylaxis; hepatitis B vaccine for drug users Stage 3: Interruption of the progression of a disease (that has been acquired) Screening tests (Pap, cholesterol, etc.) followed by treatment; INH for latent TB; some diseases can be cured or progression reversed Stage 4: Avoidance of complications (from progressed disease) Prophylactic antimicrobials for AIDS patients; anticoagulants Stage 5: Delay of mortality, rehabilitation of disability, or palliative care for terminal disease ICU care for stroke; physical therapy; hospice care 7
  • 8. Application of stages of prevention to specific diseases STAGE OF PREVENTION TYPE 2 DIABETES HIV/AIDS BREAST CANCER 1 Exposure Avoidance: Healthy eating, limit simple carbohydrates, maintain healthy weight, exercise Abstinence from sex (or screening and monogamy of seronegative partners), no injection drug use Avoid known carcinogens (smoking, drinking ETOH), limit exogenous estrogens, avoid obesity, regular exercise 2 Disease Acquisition Reduction: Weight loss, carbohydrate reduction, consider metformin if insulin resistance/pre-diabetes Condom promotion and programs to discourage drug abuse, needle sharing Tamoxifen, raloxifene or mastectomy as prophylactic treatment if BRCA gene (genetic exposure) 3 Interruption or Delay of Disease Advancement: Anti-diabetic drugs, monitor hgb A- 1C, FBS, proteinuria, lipids; bariatric surgery if indicated Antibody screening, monitoring CD4, viral load; treatment with antiretrovirals Detection of cancer by exams, mammograms, other imaging; biopsy; early surgery; hormone antagonism or ovarectomy if estrogen receptor 4 Avoidance or Delay of Disease Complications: ACE Inhibitor/ARB to prevent renal sequelae, strict glucose control (insulin if necessary), lipid control, foot and eye care Prophylactic treatment for opportunistic infections Chemo/radiation therapy, mastectomy, follow up biannual mammogram post surgery, PET scan 5a Delay of Mortality from Disease: Complications Renal Dialysis, coronary stent or bypass Intensive treatment for severe opportunistic infections Full body radiation, bone marrow transplant 8
  • 9. Stages of Prevention: Economic Considerations Each consecutive stage is targeted at a smaller population (a potential cost saving), but may be more expensive or difficult to apply to each member of that population as become more ill Example: Hospitalization for advanced diseases/complications Examples of exceptions:  - Changing behavior of an entire population to reduce risky sex or drug use (Stage 1) may be difficult and expensive per capita  - Trimethoprim-sulfa to prevent complications of AIDS (Stage 4) is inexpensive for each person treated As each stage of prevention is applied, it can reduce the rate of its respective stage of disease development and of all subsequent stages, so early stage prevention pays off Example: If fewer acquire disease, fewer complications occur 9
  • 10. Examples of Calculations Facilitated by Stages of Prevention Model, contd. The rate of any stage of disease will be the product of the rates of the stages up to that point; examples (note the algebraic cancellations): The incidence rate of the disease is  A /(p*t) = E/(p*t) * A/E The rate of a specific complication within the defined population is  C/(p*t) = E/(p*t) * A/E * P/A * C/P The mortality rate is  D/(p*t) = E/(p*t) * A/E * P/A * C/P * D/C Key: E = exposures, A = acquisitions, P = progressed cases, C = complications, D = deaths, p = popn., t = time 10
  • 11. Examples of Calculations Facilitated by Stages of Prevention Model, contd. Disease reduction rates can be calculated Reduction in cases can be compared with associated costs Let baseline rates for each stage of disease be represented as B1 through B5 respectively Let rate reductions achievable for interventions at each stage be represented by R1 through R5 respectively, The potential rate of reduction of a specific complication (Rc), resulting from combining Stages 1 through 4 (exposure reduction, acquisition reduction, prevention of disease advancement, and avoidance of the complication) would be: Rc = B1 * (1-R1) * B2 * (1-R2) * B3 * (1-R3) * B4 * (1-R4) 11
  • 12. Examples of Calculations Facilitated by Stages of Prevention Model, contd. Rc = B1 * (1-R1) * B2 * (1-R2) * B3 * (1-R3) * B4 * (1-R4) (from last slide) Let B1 (baseline exposure rate) be .8; B2 (baseline acquisition rate) be .3; B3 (baseline progression rate) be .6; and B4 (baseline complication rate) be .4  Then complication rate without intervention (all R’s being zero) = . 8*.3*.6*.4 = .0576 or almost 6% Let R1 (reduction in exposure) be .5; R2 (reduction in acquisition) be .8; R3 (reduction in progression) be .6; and R4 (reduction in complications) be .7  Then complication rate combining all four interventions = . 8*(1-.5)*.3*(1-.8)*.6*(1-.6)*.4*(1-.7) = .8*.5*.3*.2*.6* .4*.4*.3 = .00069 or less than .07%, a 98.8% reduction 12
  • 13. Application of Stages of Prevention to Public Health Planning Public health always involves limited budgets  Many diseases cause morbidity and mortality; which worth investing in prevention, and at what stages? Example: You have $20,000/year to reduce first myocardial infarctions in a population of 10,000 adults with 35% elevated LDL, 4% 1st MIs/year; this money can:  - Educate 400 people @$50 to reduce their risk of hyperlipidemia, of whom 100 may change lifestyle and prevent 2- 3 1st MIs/yr; or  - Pay for 1000 lipid profiles @$20, with referrals of 350 with high results to treatment, of whom 150 may follow through preventing 3-4 1st MIs/yr (but note lifetime treatment costs not included) 13
  • 14. Application of Stages of Prevention to Patient Counseling Using current 3-level classification of prevention, patients at risk for HIV can be educated on: - Primary prevention to avoid getting the disease (e.g., safer sex) - Secondary prevention to pick up early disease (e.g., getting an HIV test) - Tertiary prevention to prevent worsening of existing disease (e.g., obtaining treatment if an HIV test is positive, which also has a primary prevention benefit in reducing transmission) 14
  • 15. Application of Stages of Prevention to Patient Counseling, contd. - Stages of Prevention model provides more options for personal behavioral decisions , based on where patients fall in stages of disease development, and what they are willing to do: - Stage 1 prevention: avoid exposure to the disease (e.g., abstinence, testing partners and no sex if positive, not using drugs) - Stage 2 prevention: avoid infection despite exposure (e.g., condoms, not sharing needles/needle exchange, PrEP) - Stage 3 prevention: detect infection and treat it to avoid AIDS (e.g., get tested for HIV; take antiretroviral drugs if infected, which also reduces exposure of partners) - Stage 4 prevention: prevent complications of AIDS (e.g., antimicrobial drugs added to antiretroviral drugs) - Stage 5 prevention: post-complications (e.g., treat episode of opportunistic infection; palliation for AIDS-related terminal cancer 15
  • 16. Critique of Stages of Disease Paradigm Advantages for teaching: More emphasis on epidemiology, early stages Each stage can be correlated with its preventive measures  Stages of disease and prevention become inseparable  All treatment can be considered as preventive Disadvantages/limitations: Not all stages apply to all diseases Requires re-oriented approach Requires clear definitions of what the disease and its stages are  Are obesity and substance abuse diseases in their own right, or risk factors for diseases such as diabetes and drug overdose?
  • 17. Critique of Stages of Prevention Paradigm Advantages of this classification system: - Addresses disease prevention at 5 successive stages, correlated with stages of disease, providing a systematic approach to intervention  Primary, secondary, and tertiary prevention also successive, but not progressive mathematically; identify fewer intervention categories  - Distinguishes between avoidance of exposure and mitigation of its effects  Splits current primary prevention into two stages - Distinguishes among prevention of disease progression, of complications, and of death or chronic disability  Divides two vaguely defined categories (secondary and tertiary) into three more precise ones 17
  • 18. Critique of Stages of Prevention Paradigm, contd. Advantages, contd.: - Facilitates quantitative calculations and cost-benefit analysis - Can be used not only in health planning but in counseling patients - Recognizes importance of asymptomatic but insidiously progressive disease - In final stage, provides alternatives of prolonging life, rehabilitating disability, or palliative care for terminal disease - Model provides prevention options for every specialty and aspect of medicine, and every patient  - Not only a roadmap for Preventive Medicine specialty 18
  • 19. Critique of Stages of Prevention Paradigm, contd. Limitations of this particular classification system: - Exposure to risk cannot always be avoided; must be defined - Not all diseases/conditions have preventable progression or complications, and some lack progression at all - Use of term “stages” for disease development (though not of prevention) may be confused with stage classifications of specific diseases (various cancers, CHF) Disadvantages of revising the classification of prevention: - Will have difficulty competing with a paradigm over half a century old and in wide use 19
  • 20. Critique of Stages of Prevention Paradigm, contd. Limitations of any classification system: Cannot make universally applicable distinctions The real world is messy Prevention is complicated Can be ineffective if the disease entity to be prevented, and each stage for each disease, are not clearly defined Interventions to prevent a complication may be called primary prevention of the complication (Froom and Benbassat) Same interventions may be considered secondary or tertiary prevention of the disease - 20