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ScreeningScreeningDR. SWE SWE LATT M.B.,B.S, M.Med.Sc (Public Health)Advanced Diploma in Business Management (ABE(UK))LECTURERDEPARTMENT OF COMMUNITY MEDICINE Kulliyyah of Medicine, International Islamic University Malaysia
Learning outcomes Describe the aims and objectives of the screeningDescribe the differences between Screening & Diagnostic testsList the uses of screening Explain the types of screening, criteria for screeningDiscuss the Validity of the screening test Calculate and interpret the evaluation of the screening test
SCREENING
SCREENING
Definition
“ the search for unrecognized disease or
defect by means of rapidly applied
tests, examinations or other procedures
in apparently healthy individuals”
(K. Park 20th Edition)
Definition“ the process of using tests on a large scale to
identify the presence of disease in apparently
healthy people” (R. Bonita 2nd Edition)
“Tests done in individuals with no symptom or
sign of an illness are referred to as screening
tests” (J H Abramson 5th Edition)
• Disease/ defect
• Apparently healthy
Definition of screening
• Whom
• Test/ examination
• Unrecognized d/s-
• Rapidly applied tests
Aims & Objectives
•To sort out from a large group of apparently
healthy persons those likely to have the
disease or at increased risk of disease
•To bring those who are apparently
abnormal under medical supervision and
treatment
Explanation of terms Screening, Case finding & Diagnostic testsScreening Case-Finding Diagnostic test
testing for infection or disease in population or in individuals who are not seeking health care
E.g. Serological testing for
HIV in blood donors,
Premarital screening for
syphilis
use of clinical and laboratory tests to detect disease in individuals seeking health care for other reasons
Eg. the use of VDRL test to detect syphilis in pregnant women, Pul TB in chest symptomatics, hypertension, cervical ca, breast ca, DM
Use of clinical and laboratory procedures to confirm the existence of disease or true abnormality in patients with signs and symptoms presumed to be caused by the disease. Eg. VDRL testing of patients with lesions suggestive of secondary syphilis.
Differences: Screening & Diagnostic testsScreening test Diagnostic test
1 Done on apparently healthy Done on those with indicationor sick
2 Applied to group Applied to single patient
3 Results are arbitrary & final Not final
4 Base on one criterion or cut off point
Base on evaluation of S/S & laboratory findings
5 Less accurate More accurate6 Less expansive More expansive7 Not a basis for treatment Basic for treatment8 From investigator or agency From patient with complaints
Uses of screening
1. Case detection Prescriptive screening, people are screened for their own benefit(Ca Breast, Diabetes, HT)
2. Control of disease Prospective screening, people are screened for the benefit of others ( TB, HIV, STI)
3. Research Purpose To know the natural history of a disease
4. Educational opportunities
Public awareness
1. Case detection Prescriptive screening, people
are screened for their own benefit
(Ca Breast, Diabetes, HT)2. Control of disease
Prospective screening, people
are screened for the benefit of
others ( TB, HIV, STI)3. Research Purpose
To know the natural history of a
disease4. Educational opportunities Public awareness
CONCEPT OF LEAD TIME IN SCREENING
Lead time is defined as the interval between the time disease can be first diagnosed by screening and that when it is usually diagnosed in patients presenting with symptoms .
In the figure, A is the usual outcome of the disease & B is the outcome to be expected when the disease is detected at the earliest possible moment.The benefit of the program is B – A (lead time).
A
B
TYPES OF SCREENING
1) Mass screening
2) High risk or selective screening
(Targeted screening)
3) Multiple or multiphasic screening
4) Case- finding or Opportunistic screening
1. Mass screening
The screening of a whole population or a subgroup (e.g. all adults)
Example: a. Visual defects in school
children b. Mammography in women
aged 40 years or lessc. Newborn screening
program in Japan
2. High risk/selective/ targeted screening
The screening of selected high-risk groups in the population.
Example: a. Screening fetus for Down’s
syndrome in a mother who already has
a baby with Down’s syndrome
a. screening for Ca cervix in Low SES women
b. Screening of HIV in risk groups
3. Multiple or Multiphasic screening
Various diagnostic procedures are employed during the screening program.
Example:- DM- FBS, Glucose
tolerance test (GTT)(Health questionnaire,
Clinical examination, Measurements, Investigations (chemical & haematological tests on blood & urine specimens)
4. Case-finding or Opportunistic screening
Aimed at patients who consult a health practitioner for some other purpose.
Example: • RHD in children
Gold standard – Infection ( Culture), Ca (Biopsy), Drug testing ( RCT), Cause of death ( Autopsy)
Disease Serious, significant burden of diseaseHigh prevalence of preclinical stageNatural History understoodAppropriate test available for early detection of diseaseFacilities for diagnosis of diseaseEffective treatment available for diseaseLong period between first signs and overt disease
Diagnostic test Sensitive and specific Simple and cheap Safe and acceptableReliable ( repeatability)
Diagnosis and treatment
Facilities are adequateEffective, acceptable, and safe treatment available
Criteria for instituting a screening programme
SCREENING TESTCheap
Easy to apply
Acceptable to the public
Reliable / repeatability (consistent results)
Valid (accurate)
• Validity (accuracy) - what extent the test accurately measures which it purports to measure.
(Ability of a test to separate or distinguish those who have the disease from those who do not)
It has 2 main components: Sensitivity Specificity
Validity of Screening est
Screening test result
DiagnosisDisease Not disease
Total
PositiveNegative
a bc d
a + bc + d
Total a + c b + d a+ b +c+d a= Number of true positivesb= Number of false positivesc= Number of false negativesd= Number of true negatives
Disease present Disease absentTest positive
True positive(TP)(a)
False positive(FP)(b)
Total positive(a+b)
Test negative
False negative(FN)
(c)
True negative(TN)(d)
Total negative
(c+d)
Sensitivity The ability of a test to give positive results in a group of persons with the diseaseProbability of a positive test in people with disease (true positive)
Sensitivity =TP x 100=a/ (a+c) x 100 TP+ FN
90% sensitivity – 90 % of the diseases people screened by the test will give a “true positive” result and the remaining 10% “ a false negative” result .
Disease present Disease absent
Test positive
True positive(TP)(a)
False positive(FP)(b)
Total positive(a+b)
Test negative
False negative(FN)
(c)
True negative(TN)(d)
Total negative(c+d)
SpecificityThe ability of a test to give negative results in a group of persons without the diseaseProbability of a negative test in people without the disease (true negative)
Specificity =TN x 100 = d/ (b+d) x 100 TN+ FP
90% specificity – 90 % of the non-diseased persons will give “true negative” result, 10% of non- diseased people screened by the test will be wrongly classified as “diseased” when they are not.
Disease present Disease absent
Test positive
True positive(TP)(a)
False positive(FP)(b)
Total positive(a+b)
Test negative
False negative(FN)
(c)
True negative(TN)(d)
Total negative(c+d)
Efficiency of a test
Represented by the percentage of all true
positive and true negative results.
Efficiency = TP+ TN / Grand Total x 100
= a+ d / a+ b+ c+ d x 100
Disease present Disease absent
Test positive
True positive(TP)(a)
False positive(FP)(b)
Total positive(a+b)
Test negative
False negative(FN)
(c)
True negative(TN)(d)
Total negative(c+d)
Predictive value of a positive test- The probability of the person having the disease when
the test is positive- PPV= a/ a+ b x 100Predictive value of a negative test - The probability of the person not having the disease
when the test is negative- NPV = d/ c+d x 100
Disease present Disease absent
Test positive
True positive(TP)(a)
False positive(FP)(b)
Total positive(a+b)
Test negative
False negative(FN)
(c)
True negative(TN)(d)
Total negative(c+d)
Percentage of false negative- The patients who actually have the disease
are told that they do not have the disease. - c/ a+c x100Percentage of false positive - The patients who do not have the disease
are told that they have. b/ b+d x 100
Screening test result
DiagnosisDisease
Not disease
Total
PositiveNegative
a c
b d
a + bc + d
Total a + c b + d a+ b +c+d
YIELD- The amount of previously unrecognized disease
that is diagnosed as a result of the screening effort.
- Yield = TP+ FP/ TP+FP+FN+TN (a+b/ a+b+c+d)
It depends upon- Sensitivity of the screening test- Prevalence of the disease-The participation of individual in the detection
program Hence, yield of a screening is high in high-risk
screening.
Screening test result
DiagnosisDisease
Not disease
Total
PositiveNegative
a c
b d
a + bc + d
Total a + c b + d a+ b +c+d
Evaluation of a screening test
(a) Sensitivity = a / (a+c ) x 100 (b) Specificity = d / (b+d) x 100(c) Predictive value of a positive test (PPV) = a / (a+b) x 100(d) Predictive value of a negative test (NPV) = d / (c+d) x 100
Screening test result
DiagnosisDisease Not disease
Total
PositiveNegative
a bc d
a + bc + d
Total a + c b + d a+ b +c+d
(e) Percentage of false negative = c /(a+c )x 100(f) Percentage of false positive = b /(b+d )x 100(g) Efficiency of the test = a+ d / (a+b+c+d)
Screening test result
DiagnosisDisease Not disease
Total
PositiveNegative
a b c d
a + bc + d
Total a + c b + d a+ b +c+d
Some screening tests
Pregnancy AnaemiaHTVDRL testCardiovascular disease
Neural tube defectsDown’s syndromeHIV
Middle-aged men and women HTCaDM Serum cholesterol Obesity
InfancyCongenital heart diseaseSpina bifidaHearing defectsVisual defectsUndescended testis
ElderlyNutritional disordersCancerTB Chronic bronchitisGlaucoma Cataract
Common screening tests Sensitivity & Specificity
Fasting Blood sugar for Diabetes(5 mmol /l)
Sensitivity – 85- 89%Specificity – 70 -79%
PSA test for Prostate Cancer(4ng/ml)
Sensitivity -20-32%Specificity – 94-97%
PAP smear for cervical cancer Sensitivity – 29-56%Specificity – 94-100%
Mammography for breast cancer
Sensitivity -75-95%Specificity -83-98%
Fecal occult blood for colon cancer
Blood pressure for HT
PROBLEMPROBLEMThe result of biopsy histological findings and
mammogram are used to screen Breast cancer, among 500 women aged 40 and above.
Out of the 500 screened, 150 were suggestive of Ca. breast with Mammogram, while only 120 biopsy result were confirmed for presence of Tumour. In 30 of the instances, Mammogram results were not suggestive of Cancer, while histological biopsy revealed the presence of it.
1) Construct 2 x 2 table
2) Sensitivity
3) Specificity
4) Predictive value of positive test
5) Predictive value of negative test
6) Percentage of false positive
7) Percentage of false negative
Screening test
Results (Memography)
Diagnosis (Biopsy)
TotalDisease(+)
Not Disease
(-)
Positive (+) 120 (a) 30 (b) 150(a+ b)
Negative (-) 30 (c) 320 (d) 350 (c+ d)
Total 150 (a+ c) 350 (b+ d) 500 (a+b+c+ d)
Sensitivity = a/ a+c =120/ 150 x 100 = 80%
Specificity = d/ b+d = 320/ 350 x 100 = 91.4%
- Predictive value of positive test (% of positives with the disease)
= a/ a+b =120/150 x100 = 80%
-Predictive value of negative test (% of negatives without the disease)
= d/ c+d =320/ 350 x 100 = 91.4%
-Percentage of false positive = b/ b+d
=30/350x 100 = 8.5% - Percentage of false negative test = c/ a+c = 30/150x 100 = 20%Efficiency of the test = (TP+ TN)/Grand total = (a+ d)/( a+b+c+d) x 100 = 440/ 500 x 100 = 88%
QUIZ BONUS
‘The active search for unrecognized disease or defect in
apparently healthy people using rapidly applied tests or
procedures’ is
A. Case finding
B. Active surveillance
C.Screening
D.Monitoring
E. All of the above
False
False
True
False
False
QUIZ BONUS
The time interval between diagnosis by early
detection and diagnosis by other means is:
A.Serial interval
B.Lead time
C.Time lag
D.Latent period
False
True
False
False
QUIZ BONUS‘Multiphasic screening’ means:
A. Application of two or more screening tests in combination
at one time
B. Application of two or more screening tests in combination
at different time
C.Application of two or more screening tests in combination
at different geographical areas
D.Application of separate screening tests for a
single disease
True
False
False
False
QUIZ BONUS
In addition to the acceptability and cost
effectiveness, a good screening test should be:
A. Repeatable
B. Not repeatable
C. High specific though
may not be sensitive
A. None of the above
True
False
False
False
QUIZ BONUS
Sensitivity of a screening test refers to:
A. True negative
B. True positive
C. False negative
D. False positive
False
True
False
False
The property of a test to identify the proportion of truly ill persons in a population who are identified as ill by a screening test
A.SensitivityB.SpecificityC.Positive predictive valueD.Negative predictive value Answer : A
• The probability of a persons having the disease when the test is positiveA. SensitivityB. SpecificityC. Positive predictive valueD. Negative predictive value
Answer: C
• The extent to which a test is measuring what it is intended to measureA. ReliabilityB. ValidityC. SensitivityD. Specificity
Answer: B
References
(K. Park Textbook of PSM 23rd Edition 2015)
(R. Bonita 2nd Edition)- J H Abramson and Z H Abramson Survey methods in Community Medicine 5 th Edition)Basic Epidemiology WHO (R. Bonita, R. Beaglehole)