| Literature DB >> 24378195 |
Catharina Wesseling1, Norbel Román2, Indiana Quirós3, Laura Páez3, Vilma García4, Ana María Mora5, Jorge L Juncos6, Kyle N Steenland7.
Abstract
BACKGROUND: The integration of mental and neurologic services in healthcare is a global priority. The universal Social Security of Costa Rica aspires to develop national screening of neurodegenerative disorders among the elderly, as part of the non-communicable disease agenda.Entities:
Keywords: Alzheimer's; Costa Rica; Parkinson's; aging; public health system; screening
Mesh:
Year: 2013 PMID: 24378195 PMCID: PMC3875350 DOI: 10.3402/gha.v6i0.23061
Source DB: PubMed Journal: Glob Health Action ISSN: 1654-9880 Impact factor: 2.640
Fig. 1Design of screening protocol for neurodegenerative diseases among the elderly in Costa Rica.
Demographic characteristics of the study participants
| Men, | Women, | Total, | |
|---|---|---|---|
| Health clinic | |||
| Santo Tomás | 95 (59.8) | 151 (62.4) | 246 (61.4) |
| Los Ángeles | 64 (40.2) | 91 (37.6) | 155 (38.6) |
| Age, years | |||
| 60–69 | 44 (27.7) | 86 (35.5) | 130 (32.4) |
| 70–74 | 54 (34.0) | 58 (24.0) | 112 (27.9) |
| 75–79 | 19 (11.9) | 54 (22.3) | 73 (18.2) |
| ≥80 | 42 (26.4) | 44 (18.2) | 86 (21.5) |
| Agricultural worker | 117 (73.6) | 119 (49.2) | 236 (59.0) |
| Pesticide use | 63 (39.6) | 10 (4.1) | 73 (18.2) |
Eight subjects were aged between 61 and 64 years, all others were aged between 65 and 69.
Patient flow in a three-step screening procedure for Parkinson's disease (PD), Alzheimer's disease (AD), or mild cognitive impairment (MCI)
| Step | Subjects screened, | Motor failure only, | Cognitive failure only, | Motor and cognitive failure, | Total abnormal, | Normal, |
|---|---|---|---|---|---|---|
| 1 | 401 | 73 (18) | 41 (10) | 256 (64) | 370 (92) | 31 (8) |
| 2 | 364 | 79 (22) | 33 (9) | 51 (14) | 163 (45) | 201 (55) |
| 3 | 145 | (PD) 26 (18) | (MCI/AD) 48 (33) | (PD+MCI/AD) 7 (5) | 81 (56) | 64 (44) |
Step 2 and Step 3 include, respectively, 6 and 3 subjects who tested negative in the previous steps.
24 patients diagnosed as normal and 40 with a diagnosis other than PD, AD, or MCI.
Sensitivity, specificity, and positive predictive value (PPV) for tests used in the screening for Parkinson's disease (PD) and for Alzheimer's disease (AD) or mild cognitive impairment (MCI)a
| Step 1 tests versus Step 2 tests | Step 2 tests versus Step 3 diagnoses | ||||||
|---|---|---|---|---|---|---|---|
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| Sensitivity | Specificity | PPV | Sensitivity | Specificity | PPV | ||
| Step 2 motor failure (UPDRS) | Step 3 PD diagnosis | ||||||
| Step 1 overall motor failure criteria ( | 93.1 | 22.5 | 37.7 | Step 2 motor failure (UPDRS) ( | 100 | 75.8 | 28.3 |
| Symptoms, any of 2 positive ( | 62.0 | 71.1 | 51.9 | ||||
| Tremor ( | 40.3 | 90.3 | 67.5 | ||||
| Balance ( | 46.9 | 75.5 | 49.2 | ||||
| Spiral drawing failure ( | 90.5 | 28.5 | 38.4 | ||||
| Step 2 cognitive failure (MMSE) | Step 3 MCI or AD diagnosis | ||||||
| Step 1 overall cognitive failure criteria ( | 92.8 | 29.0 | 26.7 | Step 2 cognitive failure (MMSE) ( | 96.4 | 93.6 | 72.6 |
| Animal fluency <10 ( | 51.2 | 82.6 | 52.3 | ||||
| Word recall <3 ( | 88.0 | 32.5 | 26.8 | ||||
The denominators in Step 2 include 24 subjects with negative motor and cognitive test results in Step 1, assumed to be disease-free and untested in Step 2; the denominators in Step 3 include 199 subjects with negative motor and cognitive test results in Step 2, assumed to be disease-free and untested in Step 3.
Overall motor failure criteria, Step 1: any of the two-symptom questions positive OR ≥ 4 abnormal spiral drawings on either hand.
Overall cognitive failure criteria, Step 1: animal fluency <10 OR word recall<3.
Step 2 motor failure: abnormal tremor-at-rest OR abnormal postural tremor OR ≥ 2 other abnormal UPDRS items.
Step 2 cognitive failure: MMSE score<24.
Screening parameters according to different failure criteria and cutoffs for tests of cognition and motor control used in Step 1 and Step 2 of the screening protocol in relation to final diagnosis of Alzheimer's disease (AD), mild cognitive impairment (MCI), or Parkinson's disease (PD): sensitivity (sens), specificity (spec), positive predictive value (PPV), negative predictive value (NPV), false positive rate (FPRate), and false negative rate (FNRate)
| Tests for cognitive evaluation | |||||||||
|---|---|---|---|---|---|---|---|---|---|
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| Clinical diagnosis of AD or MCI by a neurologist | |||||||||
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| Cutoffs for test failure |
| Pos | Neg | Sens | Spec | PPV | NPV | FPRate | FNRate |
| 0 word recall | Pos | 27 | 27 | 52.9 | 91.2 | 50.0 | 92.1 | 8.8 | 47.1 |
| Neg | 24 | 281 | |||||||
| 1 word recall | Pos | 39 | 86 | 72.2 | 71.8 | 31.2 | 93.6 | 28.2 | 27.8 |
| Neg | 15 | 219 | |||||||
| 2 word recall | Pos | 52 | 205 | 96.3 | 32.8 | 20.2 | 98.0 | 67.2 | 3.7 |
| Neg | 2 | 100 | |||||||
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| Clinical diagnosis of AD or MCI by a neurologist | |||||||||
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| Cutoffs for test failure |
| Pos | Neg | Sens | Spec | PPV | NPV | FPRate | FNRate |
| <6 animals | Pos | 10 | 7 | 18.2 | 97.8 | 58.8 | 87.2 | 2.2 | 81.8 |
| Neg | 45 | 306 | |||||||
| <7 animals | Pos | 14 | 11 | 25.5 | 96.5 | 56.0 | 88.0 | 3.5 | 74.5 |
| Neg | 41 | 302 | |||||||
| <8 animals | Pos | 19 | 20 | 34.5 | 93.6 | 48.7 | 89.1 | 6.4 | 65.5 |
| Neg | 36 | 293 | |||||||
| <9 animals | Pos | 26 | 33 | 47.3 | 89.5 | 44.1 | 90.6 | 10.5 | 52.7 |
| Neg | 29 | 280 | |||||||
| <10 animals | Pos | 33 | 55 | 60.0 | 82.4 | 37.5 | 92.1 | 17.6 | 40.0 |
| Neg | 22 | 258 | |||||||
| <11 animals | Pos | 37 | 82 | 67.3 | 73.8 | 31.1 | 92.8 | 26.2 | 32.7 |
| Neg | 18 | 231 | |||||||
| <12 animals | Pos | 44 | 121 | 80.0 | 61.3 | 26.7 | 94.6 | 38.7 | 20.0 |
| Neg | 11 | 192 | |||||||
| <13 animals | Pos | 47 | 170 | 85.5 | 45.7 | 21.7 | 94.7 | 54.3 | 14.5 |
| Neg | 8 | 143 | |||||||
| <14 animals | Pos | 50 | 205 | 90.9 | 34.5 | 19.6 | 95.6 | 65.5 | 9.1 |
| Neg | 5 | 108 | |||||||
| <15 animals | Pos | 53 | 234 | 96.4 | 25.2 | 18.5 | 97.5 | 74.8 | 3.6 |
| Neg | 2 | 79 | |||||||
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| Clinical diagnosis of AD or MCI by a neurologist | |||||||||
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| Cutoffs for test failure |
| Pos | Neg | Sens | Spec | PPV | NPV | FPRate | FNRate |
| MMSE score<18 | Pos | 14 | 1 | 25.5 | 99.7 | 93.3 | 87.5 | 0.3 | 74.5 |
| Neg | 41 | 287 | |||||||
| MMSE score<19 | Pos | 20 | 2 | 36.4 | 99.3 | 90.9 | 89.1 | 0.7 | 63.6 |
| Neg | 35 | 286 | |||||||
| MMSE score<20 | Pos | 25 | 2 | 45.5 | 99.3 | 92.6 | 90.5 | 0.7 | 54.5 |
| Neg | 30 | 286 | |||||||
| MMSE score<21 | Pos | 27 | 6 | 49.1 | 97.9 | 81.8 | 91.0 | 2.1 | 50.9 |
| Neg | 28 | 282 | |||||||
| MMSE score<22 | Pos | 33 | 6 | 60.0 | 97.9 | 84.6 | 92.8 | 2.1 | 40.0 |
| Neg | 22 | 282 | |||||||
| MMSE score<23 | Pos | 37 | 13 | 67.3 | 95.5 | 74.0 | 93.9 | 4.5 | 32.7 |
| Neg | 18 | 275 | |||||||
| MMSE score<24 | Pos | 53 | 20 | 96.4 | 93.1 | 72.6 | 99.3 | 6.9 | 3.6 |
| Neg | 2 | 268 | |||||||
| MMSE score<25 | Pos | 53 | 35 | 96.4 | 87.8 | 60.2 | 99.2 | 12.2 | 3.6 |
| Neg | 2 | 253 | |||||||
| MMSE score<26 | Pos | 53 | 61 | 96.4 | 78.8 | 46.5 | 99.1 | 21.2 | 3.6 |
| Neg | 2 | 227 | |||||||
| MMSE score<27 | Pos | 55 | 100 | 100.0 | 65.3 | 35.5 | 100.0 | 34.7 | 0.0 |
| Neg | 0 | 188 | |||||||
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| Clinical diagnosis of PD by a neurologist | |||||||||
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| Failure criteria |
| Pos | Neg | Sens | Spec | PPV | NPV | FPRate | FNRate |
| Tremor | Pos | 15 | 58 | 45.5 | 82.6 | 20.5 | 93.9 | 17.4 | 54.5 |
| Neg | 18 | 275 | |||||||
| Balance symptoms | Pos | 14 | 100 | 42.4 | 70.1 | 12.3 | 92.5 | 29.9 | 57.6 |
| Neg | 19 | 234 | |||||||
| Tremor and balance | Pos | 7 | 36 | 21.2 | 89.3 | 16.3 | 92.0 | 10.7 | 78.8 |
| Neg | 26 | 299 | |||||||
| Tremor or balance | Pos | 22 | 122 | 66.7 | 63.3 | 15.3 | 95.0 | 36.7 | 33.3 |
| Neg | 11 | 210 | |||||||
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| Clinical diagnosis of PD by a neurologist | |||||||||
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| Cutoffs for test failure |
| Pos | Neg | Sens | Spec | PPV | NPV | FPRate | FNRate |
| ≥1 abnormal spiral | Pos | 32 | 290 | 97.0 | 12.1 | 9.9 | 97.6 | 87.9 | 3.0 |
| Neg | 1 | 40 | |||||||
| ≥2 abnormal spirals | Pos | 31 | 278 | 93.9 | 15.8 | 10.0 | 96.3 | 84.2 | 6.1 |
| Neg | 2 | 52 | |||||||
| ≥3 abnormal spirals | Pos | 31 | 265 | 93.9 | 19.7 | 10.5 | 97.0 | 80.3 | 6.1 |
| Neg | 2 | 65 | |||||||
| ≥4 abnormal spirals | Pos | 30 | 250 | 90.9 | 24.2 | 10.7 | 96.4 | 75.8 | 9.1 |
| Neg | 3 | 80 | |||||||
| ≥5 abnormal spirals | Pos | 29 | 236 | 87.9 | 28.5 | 10.9 | 95.9 | 71.5 | 12.1 |
| Neg | 4 | 94 | |||||||
| ≥6 abnormal spirals | Pos | 28 | 214 | 84.8 | 35.2 | 11.6 | 95.9 | 64.8 | 15.2 |
| Neg | 5 | 116 | |||||||
| ≥7 abnormal spirals | Pos | 28 | 178 | 84.8 | 46.1 | 13.6 | 96.8 | 53.9 | 15.2 |
| Neg | 5 | 152 | |||||||
| ≥8 abnormal spirals | Pos | 26 | 150 | 78.8 | 54.5 | 14.8 | 96.3 | 45.5 | 21.2 |
| Neg | 7 | 180 | |||||||
| ≥9 abnormal spirals | Pos | 22 | 127 | 66.7 | 61.5 | 14.8 | 94.9 | 38.5 | 33.3 |
| Neg | 11 | 203 | |||||||
| ≥10 abnormal spirals | Pos | 22 | 103 | 66.7 | 68.8 | 17.6 | 95.4 | 31.2 | 33.3 |
| Neg | 11 | 227 | |||||||
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| Clinical diagnosis of PD by a neurologist | |||||||||
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| Failure criteria for abnormal UPDRS items |
| Pos | Neg | Sens | Spec | PPV | NPV | FPRate | FNRate |
| Speech (hypophonia) | Pos | 0 | 7 | 0.0 | 97.7 | 0.0 | 90.5 | 2.3 | 100.0 |
| Neg | 32 | 304 | |||||||
| Abnormal facial expressivity | Pos | 4 | 12 | 12.5 | 96.1 | 25.0 | 91.4 | 3.9 | 87.5 |
| Neg | 28 | 299 | |||||||
| Tremor-at-rest | Pos | 29 | 54 | 90.6 | 82.6 | 34.9 | 98.8 | 17.4 | 9.4 |
| Neg | 3 | 257 | |||||||
| Postural tremor | Pos | 27 | 58 | 84.4 | 81.4 | 31.8 | 98.1 | 18.6 | 15.6 |
| Neg | 5 | 253 | |||||||
| Neck rigidity | Pos | 5 | 5 | 15.6 | 98.4 | 50.0 | 91.8 | 1.6 | 84.4 |
| Neg | 27 | 304 | |||||||
| Arm rigidity | Pos | 7 | 8 | 21.9 | 97.4 | 46.7 | 92.3 | 2.6 | 78.1 |
| Neg | 25 | 300 | |||||||
| Finger tapping | Pos | 22 | 17 | 68.8 | 94.5 | 56.4 | 96.7 | 5.5 | 31.3 |
| Neg | 10 | 294 | |||||||
| Stooped posture | Pos | 11 | 29 | 34.4 | 90.6 | 27.5 | 93.0 | 9.4 | 65.6 |
| Neg | 21 | 281 | |||||||
| Parkinsonian gait | Pos | 10 | 47 | 31.3 | 85.3 | 17.5 | 92.5 | 14.7 | 68.8 |
| Neg | 22 | 272 | |||||||
| Axial bradykinesia | Pos | 3 | 5 | 9.7 | 98.4 | 37.5 | 91.6 | 1.6 | 90.3 |
| Neg | 28 | 305 | |||||||
| Tremor-at-rest or postural tremor | Pos | 31 | 73 | 96.9 | 76.5 | 29.8 | 99.6 | 23.5 | 3.1 |
| Neg | 1 | 238 | |||||||
| Tremor-at-rest and postural tremor | Pos | 25 | 39 | 78.1 | 87.5 | 39.1 | 97.5 | 12.5 | 21.9 |
| Neg | 7 | 272 | |||||||
| Any tremor or at least two other items | Pos | 32 | 81 | 100.0 | 74.0 | 28.3 | 100.0 | 26.0 | 0.0 |
| Neg | 0 | 230 | |||||||
| Any tremor or finger tap | Pos | 31 | 75 | 96.9 | 75.9 | 29.2 | 99.6 | 24.1 | 3.1 |
| Neg | 1 | 236 | |||||||
| Any tremor or abnormal gait | Pos | 32 | 95 | 100.0 | 73.3 | 25.2 | 100.0 | 26.7 | 0.0 |
| Neg | 0 | 261 | |||||||
The criteria for failure used in the current screening pilot study.
Note: These analyses include all patients who were examined in Step 1, Step 2, and Step 3 (n=145), or were examined in Step 1 and Step 2 and considered healthy in Step 2 (n=199), or were only examined in Step 1 and were considered healthy (n=24). Not included were the 33 patients who were lost to follow-up after Step 1 (n=12) or after Step 2 (n=21). Different numbers are due to missing data for specific tests or test items.
Recommended changes in screening protocol, with parameters of sensitivity, specificity, and positive predictive value (PPV) for new failure criteria in each step, and with an estimated improvement in screening efficiency as compared to the current protocol
| New failure criteria | Sensitivity | Specificity | PPV | Reduction in subjects in next step | Cases that would have been missed | |
|---|---|---|---|---|---|---|
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| Step 1–2 | Eliminate current Step 1 | n.a. | n.a. | n.a. | −401 (100%) | 0 |
| Abnormal results in any of two tremor items of UPDRS | 96.9 | 78.2 | 29.8 | −9 (5.5%) | 1/33 PD (3%) | |
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| Step 1 | Word recall <2 words | 78.3 | 59.0 | 36.7 | −111 (37%) | 5/35 MCI (14%) 1/20 AD (5%) |
| Step 2 | No changes | 96.4 | 93.6 | 72.6 | 0 | 0 |
The screening parameters for the new recommended Step 1 and Step 2 failure criterion relate to Step 3 PD diagnosis.
The screening parameters of the new recommended overall failure criteria for Step 1 relate to MMSE of Step 2.
The screening parameters are the same as in the original protocol and relate to Step 3 MCI/AD diagnosis.