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Using computers to conduct mass screening for dementia - practical issues and ethics - April 15, 2011 International Association of Geriatrics and Gerontology. J. Wesson Ashford, M.D., Ph.D. Clinical Professor (affiliated) of Psychiatry & Behavioral Sciences Stanford University
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Using computers to conduct mass screening for dementia- practical issues and ethics - April 15, 2011International Association of Geriatrics and Gerontology J. Wesson Ashford, M.D., Ph.D. Clinical Professor (affiliated) of Psychiatry & Behavioral Sciences Stanford University Senior Research Scientist Stanford/VA Aging Clinical Research Center, VA Palo Alto Health Care System Palo Alto, California Slides at: www.medafile.com/IAGG2011.ppt
Two issues to be covered Establishing the Cost-Worthiness of dementia screening (ethical issues) Demonstrating a practical dementia screen Slides at: www.medafile.com/IAGG2011.ppt
Dementia Definition Multiple Cognitive Deficits: Memory dysfunction especially new learning, a prominent early symptom At least one additional cognitive deficit aphasia, apraxia, agnosia, or executive dysfunction Cognitive Disturbances: Sufficiently severe to cause impairment of occupational or social functioning and Must represent a decline from a previous level of functioning
AD - Dementia Continuum 0 0.5 1 Normal MCI AD CDR (clinical dementia rating scale) 3004153-1
Introducing the time-index model of the course of Alzheimer’s disease (calculated from the CERAD data set) The best model to fit the progression, both mathematically and biologically, is the Gompertz survival curve (99.7% fit to mean changes over time): S(t) = exp(Ro/alpha *(1- exp (alpha * t))) (Time-Index Scale) AAMI / MCI/ early AD -- DEMENTIA Ashford et al., 1995
Is it worth screening for memory problems or Alzheimer’s disease? “If there was treatment for AD, I'd recommend screening, but there is no disease-modifying therapy." Anonymous Alzheimer expert -2008 “All older adults benefit from memory screening because it detects cognitive problems before memory loss is noticeable.” Anonymous Alzheimer expert -2008 Healthy Aging, 2008; repost, 2010 “Memory Screening: Is it Worth It?” http://healthy-aging.advanceweb.com http://healthy-aging.advanceweb.com/Patient-Resource-Center/Disease-Management-and-Prevention/Memory-Screening-Is-it-Worth-It.aspx
Alzheimer's Disease Is Under-diagnosed Early AD is subtle, the diagnosis continues to be missed It is easy for family members to avoid the problem and compensate for the patient Physicians tend to miss the initial signs and symptoms Less than half of AD patients are diagnosed Estimates are that 25%–50% of cases remain undiagnosed Diagnoses are missed at all levels of severity: mild, moderate, severe Undiagnosed AD patients often face avoidable social, financial, and medical problems Early diagnosis and appropriate intervention may lessen disease burden Early treatment may substantially improve overall course No definitive laboratory test for diagnosing AD exists Efforts to develop biomarkers, early recognition by brain scan
Why Memory Screening Is Important to Consider Cognitive impairment is disruptive to human well-being and psychosocial function Cognitive Impairment is potentially a prodromal condition to dementia and Alzheimer’s disease (AD) Dementia is a very costly condition to individuals and society (issue of who is paying for screening, patient care) With the aging of the population, there will be a progressive increase in the proportion of elderly individuals in the world (must consider costs to society) Screening will lead to better care (more cost-effective care)
No Testing: What happens without screening? Total Population Risk=P P’ P Have AD No effective intervention Do not have AD Helena Kraemer, 2003
Testing: What happens with testing? Helena Kraemer, 2003 Total Population Sensitivity = Se Specificity = Sp P’ P AD No AD Se Se’ Sp’ Sp Unnecessary intervention OK No effective intervention Effective intervention $ Testing $Testing $ Testing $ Testing $ Intervention $ Intervention Iatrogenic Damage? Clinical Wash Clinical Wash Clinical Gain Major(?) Loss Minor (?) Loss Minor(?) Loss Major(?) Gain Some gain False Positive True Negative False Negative True Positive
Factors for Deciding whethera Screening Test is Cost-Effective • Benefit of a true positive screen • Benefit of a true negative screen • Cost of a false positive screen • Cost of a false negative screen • Incidence of the disease (in population) • Test sensitivity (in population) • Test specificity (in population) • Test cost
$W = Cost–Worthiness Calculation$W > ($B x I x Se) – ($C x (1 - I) x (1 - Sp)) - $T • BENEFIT • $B = benefit of a true positive diagnosis • Earlier diagnosis may mean proportionally greater savings • Estimate: (100 years – age ) x $1000 • Save up to $50,000 (e.g., nursing home cost for 1 year) • (after treatment cost deduction at age 50, none at age 100) • (cost-savings may vary according to your locale) • True negative = real peace of mind (no money) • COST • $C = cost of a false positive diagnosis • $500 for further evaluation • (time, stress of suspecting dementia) • False negative = false peace of mind (no price) • I = incidence (new occurrences each year, by age) • Se = sensitivity of test = True positive / I • Sp = specificity of test = True negative / (1-I) = (1-False positive/(1-I) • $T = cost of test, time to take (Subject, Tester) Kraemer, Evaluating Medical Tests, Sage, 1992
Benefits of Early Alzheimer DiagnosisSocial Undiagnosed AD patients face avoidable problems social, financial Early education of caregivers how to handle patient (choices, getting started) Advance planning while patient is competent will, proxy, power of attorney, advance directives Reduce family stress and misunderstanding caregiver burden, blame, denial Promote safety driving, compliance, cooking, etc. Patient’s and Family’s right to know especially about genetic risks Promote advocacy for research and treatment development
Benefits of Early Alzheimer DiagnosisMedical Early diagnosis and treatment and appropriate intervention may: improve overall course substantially lessen disease burden on caregivers / society Specific treatments now available (anti-cholinesterases, memantine) Improve cognition Improve function (ADLs) Delay conversion from Mild Cognitive Impairment to AD Slow underlying disease process, the sooner the better Decreased development of behavior problems Delay nursing home placement, possibly over 20 months Delay nursing home placement longer if started earlier
Benefits of Early Treatment ofAlzheimer’s Disease • Neurophysiological pathways in patients with AD are still viable and are a target for treatment • Opportunity to reduce from a higher level: • Functional decline • Cognitive decline • Caregiver burden Need to estimate net benefit monetarily (key factor in determining case for screening) Estimate benefit =(100 years – age ) x $1000
More sensitive More specific - Sharpness of peak relates to increased sensitivity and specificity - Location of peak relates to point in dementia continuum where recognition would be most beneficial – adjusting sensitivity versus specificity
Cost of False-Positive Screen • Referral of normal individual for further testing • (more specific testing) • Value of individual’s time • Cost of additional testing • Estimate cost = $500 per false-positive screen • This does not and should not include the cost of untoward results of misdiagnosis, medication side-effects, or malpractice • quality management should address these issues
Other Benefits and Costs of Screening • Benefit of true-positive screen = intangible • Peace of mind • Plan further into future • Cost of false-negative screen = wash • Delay in diagnosis and treatment • No different from current condition
INCIDENCE OF DEMENTIA(Hazard per year) Based on estimate of 4 million AD patients with dementia in US in 2000, with an incidence that doubles every 5 years, illness duration of 8 years.
The Gompertz survival curve explains 99.7% of male and female mortality Variance between 30 and 95 y/o in US: U(t) = Ro * exp (alpha * t) (Incidence for “a” to “a + 1” year) JW Ashford, MD PhD, 2003; See: Raber et al., 2004
Relative Risk Factors for Alzheimer’sDisease(after age, early onset genotypes) APOE-e4 genotype 1 allele x 4; 2 alleles x 16 Family history of dementia 3.5 (2.6 - 4.6) Family history - Downs 2.7 (1.2 - 5.7) Family history - Parkinson’s 2.4 (1.0 - 5.8) Obese, large abdomen 3.6 Maternal age > 40 years 1.7 (1.0 - 2.9) Head trauma (with LOC) 1.8 (1.3 - 2.7) History of depression 1.8 (1.3 - 2.7) History of hypothyroidism 2.3 (1.0 - 5.4) History of severe headache 0.7 (0.5 - 1.0) History of “statin” use 0.3 NSAID use 0.2 (0.05 – 0.83) Use of NSAIDs, ASA, H2-blockers 0.09 Roca, 1994; ‘t Veld et al., 2001, Breitner et al., 1998, Wolozin et al., 2000
Using the Gompertz equation to model rate of dementia increase with age: U(t) = Ro * exp (alpha * t) JW Ashford, MD PhD, 2003; See: Raber et al., 2004
Cache County, probability of incident dementia Circles – females Squares - males Open – ApoE-e44 Gray – ApoE-e4/x Black – ApoE-ex/x Miech et al., 2002
e4/4 – 2% of pop, 20% of cases e3/4 - 20% of pop, 40% of cases e3/3 - 65% of pop, 35% of cases JW Ashford, MD PhD, 2000
MMSE items Mini-Mental State Exam items
The Taxonomy of Long-Term Memory (Squire and Zola, 1996)
Brief Alzheimer Screen (BAS) • Repeat these three words: “apple, table, penny”. • So you will remember these words, repeat them again. • What is today’s date? • D = 1 if within 2 days. • Spell the word “WORLD” backwards • S = 1 point for each word in correct order • “Name as many animals as you can in 30 seconds, GO!” • A = number of animals • “What were the 3 words I asked you to repeat?” (no prompts) • R = 1 point for each word recalled BAS = 3 x R + 2/3 x A + 5 x D + 2 x S www.medafile.com/bas.htm Mendiondo, Ashford, Kryscio, Schmitt., J Alz Dis 5:391, 2003
Brief Alzheimer Screen (BAS) ROC for Univ. Kentucky ADRC Clinic Cases Schmitt et al., 2006
Need for Mass Screening Alzheimer’s disease, dementia, and memory problems are difficult to detect when they are mild about 90% missed early about 25% are still missed late There are important accommodations and interventions that should be made when there are cognitive impairments (like needing glasses or having driving restrictions if you have vision problems)
Recommendations being considered for mandatory Medicare screen (April, 2011) • Ask patient and significant other (if available) if memory is a problem • Ask patient and significant other (if available) if remembering to take medications is a problem • Ask patient to remember 3 unrelated words, and have the patient repeat the 3 items twice • Ask patient the date (note if off by more than 2 days) • Ask the patient to name as many animals as possible in 1 minute (note concern if number is below 10) • Ask the patient to draw a clock (note issues) • Ask the patient to recall the 3 items that were repeated (note concern if 2 or 3 items not recalled) • Evaluate the clinical responses. If problems noted, consider possible explanations or need for further evaluation
There is considerable resistance to implementation of clinical screening • Clinicians are concerned that they don’t have time to screen • Certain organizations recommend use of warning signs, which have not been studied or ever shown to be effective for recognizing early cases • There needs to be a technique for easy recognition of memory problems in an at-risk individual • Audience memory screening is available • Memory tests are available on the WEB • Computerized testing is more effective and efficient
Issues for Memory Screening Memory (neuroplasticity) is the fundamental deficit of Alzheimer’s disease Current testing for memory problems is based on having a tester sit in front of a subject for a prolonged period of time and administer unpleasant tests Testing must be Inexpensive (minimal need for administrator) Fun (so people will return for frequent testing) More precise, reliable, and valid To improve sensitivity To improve specificity
Audience Screening: CONTINUOUS RECOGNITION TEST Presentation of complex pictures (that are easily remembered normally) are useful for detecting memory difficulties Testing memory using a pictures approach needs standardization for population use Picture memory is less affected by education Picture memory can be tested by computer Audiences can be shown slide presentations
Answer Sheet for Memory Screening (back of sheet) Carefully look at each picture. If you see a picture that you have seen before, mark the circle next to the number of the repeat picture. For the main test, you will see 50 pictures. Each picture is numbered. The pictures will stay on the screen for 5 seconds. 25 pictures are new, 25 pictures are repeated.