Screening of Disease😊

Screening of Disease

Levels of Prevention

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Levels of Prevention
Prevents
Examples
Primordial Prevention/
Health promotion


(
Ideal)
Risk factor
- Lifestyle modification 
-
Health education 
-
Sanitation 
-
Safe water
1° Prevention /
Specific protection/ Presumptive/
Prospective/
Predictive

(
Best)
Disease
- Specific protection 
- Immunization 
-
Pre-employment checkup 
- Pre-exposure prophylaxis 
- Chemoprophylaxis 
- Food fortification
Screening
- HIV screening:
◩ In mothers in ANC: Opt-out testing.
◩ During blood donation: Unlinked anonymous - COVID screening in airports
- Immigrant screening protocol
2° Prevention / Prescriptive

(
m/c)
Complication
- disability (or complication) prevention
- Early diagnosis 
- Prompt
treatment 
-
Screening for disease,
- Fecal occult blood test
- Mammography
- PAP smear
- Urinary ALA levels
- VDRL
3° Prevention
Disability/death
- Disability treatment/rehabilitation/limitation 
-
Prosthesis 
-
Transplants
According to the NACO guidelines, what level of prevention is achieved when an HIV patient
undergoes counselling and screening for TB at an ICTC clinic?
A. Primordial
B. Primary
C. Secondary
D. Primary & secondary
ANS
Counselling for TB here is primary level as a risk factor is present and screening for TB is a secondary level of prevention as we are trying to do early diagnosis and treatment
Q. Hand washing during COVID-19 is what level of prevention?
A. Primordial prevention
B. Primary prevention
C. Secondary prevention
D. Tertiary prevention
ANS
B
Q. A government plans to outline tobacco control laws. What is the level of prevention here?
A. Primordial prevention
B. Primary prevention
C. Secondary prevention
D. Tertiary prevention
ANS
B
Vaccination & Mass chemoprophylaxis represent
A. Health promotion
B. Specific protection
C. Early diagnosis and treatment
D. Rehabilitation
ANS
B
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Concept of Lead Time

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Key Points in Disease Progression

  • A: Point of disease onset.
  • B: 1st possible point of diagnosis (no signs or symptoms).
  • X: Critical point of diagnosis.
  • Y: Usual time of diagnosis (signs & symptoms present).
  • B-Y: Lead time (early detection).
    • Time gained by early disease detection.
  • B-X: Screening time.
    • Between the earliest possible diagnosis point (B) and critical diagnosis point (X).

Properties of Screening Tests

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Test Outcomes Matrix

ă…€
Disease (D+)
No disease (D-)
Total
Test (+)
True Positive (TP)
False Positive (FP)
TP + FP
Test (-)
False Negative (FN)
True Negative (TN)
FN + TN
Total
TP + FN
FP + TN
ă…€

Diagnostic Measures

Metric
Probability of having
Out of total
Sensitivity (Sn)
Test +ve
Diseased
Specificity (Sp)
Test -ve
Healthy
Positive Predictive Value (PPV)
Disease
Tested +ve
Negative Predictive Value (NPV)
No disease
Tested -ve
  • Pretest probability: Prevalance
  • Post-test probability: Positive PV
  • Diagnostic power of a screening test: Positive PV

Factors Affecting PPV/Diagnostic Accuracy

  1. Prevalence (most important)
  1. Sn
  1. Sp

Test Utilization Based on Properties

  • Sensitivity
    • True Positive = identify those with the disease
    • Rule out disease
      • Mnemonic: Snout
    • Screening test
    • Confirms disease → if the disease is common.
  • Specificity
    • True negative = identify those without the disease
    • Rule in disease
      • Mnemonic: Spin
    • Diagnostic test

Likelihood Ratio

  • Chance of having disease:
    • For positive test: TP/FP ~ Sn / (1-Sp)
    • For negative test: FN/TN ~ (1-Sn) / Sp
  • “Like → Snip” → Always (Sn / Sp)
    • If positive test→ Add “1 -” to Sp
    • If negative → Add “1 -” to Sn

Bayes' Formula

  • To calculate PPV or NPV.
  • Based on Sn, Sp & prevalence.

ROC Curve

  • Receiver Operating Characteristic (ROC) Curve
  • LIKELYHOOD RATIO = Sn / (1 - Sp) = TP/FP
  • Ideal Test → Maximum AUC
  • Like a Rock
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      A → Screening ?
      • Uses:
        • Defining cut-off.
        • Comparing investigations.
      • Best investigation:
        • Maximum area under curve.
        • Top left-most peak on a curve.
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Combination of Tests

  1. In Series:
      • T2 only if T1 is positive and so on.
      • Series → kanunnath Positive anu → P(PPV), P(Specificity)
  1. In Parallel:
      • All tests occur simultaneously.

Test Combination Effects

Combination
Sensitivity
Specificity
NPV
PPV
Series
Low
High
Low
High
Parallel
High
Low
High
Low
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