| Literature DB >> 22292126 |
Ana Contreras1, Francisco Grandas.
Abstract
Falls are a major source of disability in Parkinson's disease. Risk factors for falling in Parkinson's disease remain unclear. To determine the relevant risk factors for falling in Parkinson's disease, we screened 160 consecutive patients with Parkinson's disease for falls and assessed 40 variables. A comparison between fallers and nonfallers was performed using statistical univariate analyses, followed by bivariate and multivariate logistic regression, receiver-operating characteristics analysis, and Kaplan-Meier curves. 38.8% of patients experienced falls since the onset of Parkinson's disease (recurrent in 67%). Tinetti Balance score and Hoehn and Yahr staging were the best independent variables associated with falls. The Tinetti Balance test predicted falls with 71% sensitivity and 79% specificity and Hoehn and Yahr staging with 77% sensitivity and 71% specificity. The risk of falls increased exponentially with age, especially from 70 years onward. Patients aged >70 years at the onset of Parkinson's disease experienced falls significantly earlier than younger patients.Entities:
Year: 2012 PMID: 22292126 PMCID: PMC3265111 DOI: 10.1155/2012/362572
Source DB: PubMed Journal: Parkinsons Dis ISSN: 2042-0080
Demographic and disease characteristicsa.
| All patients ( | Nonfallers ( | Fallers ( | Testb |
| |
|---|---|---|---|---|---|
| Age ( | 72.0 (9.5) | 70.6 (9.6) | 74.2 (8.9) | 1 | 0.012 |
| Male (%) | 52.5 | 47.9 | 53.2 | 2 | 0.884 |
| Age at onset ( | 63.9 (11,2) | 64.2 (11,1) | 63.5 (11.3) | 1 | 0.682 |
| Disease duration ( | 8.1 (6.4) | 6.4 (5.4) | 10.6 (7.0) | 3 | <0.001 |
| PD subtype at onset | 2 | 0.012 | |||
| TDT ( | 100 (62.5) | 69 (70.5) | 31 (50.0) | ||
| ART ( | 60 (37.5) | 29 (29.5) | 31 (50.0) | ||
| Motor fluctuations ( | 46 (28.8) | 20 (20.4) | 26 (41.9) | 2 | 0.003 |
| Dyskinesias ( | 42 (26.3) | 18 (18.3) | 24 (38.7) | 2 | 0.004 |
| Hoehn and Yahr | 2.6 (1.0) | 2.1(0,8) | 3.2 (1.0) | 1 | <0.001 |
| Hoehn and Yahr ( | (I) 21 (13.1) | (I) 18 (18.4) | (I) 3 (4.8) | ||
| UPDRS III | 28.8 (15.6) | 23.5 (13.0) | 37.2 (15.8) | 1 | <0.001 |
| FOG ( | 70 (43.8) | 30 (30.6) | 40 (64.5) | 2 | <0.001 |
| FOG questionnaire | 4.5 (5.8) | 2.7 (4.6) | 7.4 (6.4) | 1 | <0.001 |
| Activities of daily living | 73.7 (25.3) | 82.1 (19.0) | 60.4 (28.3) | 1 | <0.001 |
| MMSE | 26.8 (4.7) | 27.6 (3.8) | 25.7 (5.8) | 3 | 0.038 |
| Hypertension ( | 62 (38,8) | 38 (38.7) | 24 (38.7) | 2 | 0.993 |
| Diabetes ( | 16 (10.0) | 7 (7.1) | 9 (14.4) | 2 | 0.130 |
| Stroke ( | 6 (3.7) | 2 (1.9) | 4 (6.0) | 2 | 0.208 |
| Neuroimaging of CVD ( | 35 (21.9) | 22 (22.4) | 13 (20.9) | 2 | 0.825 |
| Symptomatic orthostasis ( | 58 (36.2) | 33 (33.6) | 25 (24.8) | 2 | 0.416 |
| Syncope ( | 1 (0,6) | 0 | 1 (1.6) | 2 | 0.765 |
Abbreviations. PD: Parkinson disease; UPDRS: Unified Parkinson's Disease Rating Scale; FOG: freezing of gait; MMSE: minimental State Examination; TDT: tremor-dominant subtype; ART: akinetic-rigid subtype; CVD: cerebrovascular disease.
aData are mean (SD), absolute numbers, and percentages.
bTest 1 = Mann-Whitney U test; test 2 = χ 2test; test 3 = independent samples t-test.
Functional tests, gait parameters, and drug treatments a.
| All patients ( | Nonfallers ( | Fallers ( | Testb |
| |
|---|---|---|---|---|---|
| Tinetti | |||||
| Balance | 10.9 (5.7) | 13.4 (3.9) | 7.1 (6.0) | 1 | <0.001 |
| Gait | 8.6 (4,6) | 10.3 (3.2) | 5.8 (5.2) | 1 | <0.001 |
| Total | 19.5 (10.2) | 23.7 (7.0) | 12.9 (11.0) | 1 | <0.001 |
| Timed up and go (s) | 11.4 (8.0) | 10.7 (7.9) | 13.1 (8.1) | 1 | 0.004 |
| Velocity (m/s) | 1.17 (0.31) | 1.19 (0.30) | 1.10 (0.32) | 1 | 0.293 |
| Step length (m) | 0.77 (0.20) | 0.79 (0,24) | 0.69 (0.22) | 1 | 0.093 |
| Cadence (steps/s) | 1.55 (0.70) | 1.52 (0.23) | 1.61 (0.41) | 1 | 0.253 |
| Levodopa use ( | 139 (86.8) | 84 (85.7) | 55 (88.7) | 2 | 0.639 |
| Levodopa dose (mg/d) | 557.8 (254.1) | 504.1 (208.3) | 638.7 (295.8) | 1 | 0.005 |
| Dopamine agonist use ( | 98 (61.2) | 58 (59.2) | 40 (64.5) | 2 | 0.511 |
| MAOB-I use ( | 49 (30.6) | 29 (29.5) | 20 (32.2) | 2 | 0.728 |
| COMT-I use ( | 25 (15.6) | 10 (10.2) | 15 (24.2) | 2 | 0.025 |
| Amantadine use ( | 13 (8,1) | 5 (5.1) | 8 (12.9) | 2 | 0.134 |
| Anticholinergic use ( | 2 (1.2) | 2 (2.0) | 0 | ||
| Polytherapy ( | 83 (51.8) | 49 (50.0) | 34 (54.8) | 2 | 0.649 |
| Benzodiazepine use ( | 22 (13.7) | 12 (12.2) | 10 (16.1) | 2 | 0.490 |
| Antidepressant use ( | 18 (11.2) | 11 (11.2) | 7 (11.3) | 2 | 1.000 |
| Neuroleptic use ( | 8 (5.0) | 1 (1.0) | 7 (11.3) | 2 | 0.006 |
| Cholinesterase inhibitor use ( | 7 (4.3) | 0 | 7 (11.3) | 2 | 0.001 |
Abbreviations. MAOBI: inhibitor of monoamine oxidase B; COMTI: inhibitor of catechol-O-methyl transferase.
aData are mean(SD), absolute numbers, or percentage.
bTest 1 = independent samples t-test; test 2 = χ 2 test.
Logistic regression analysis.
| Bivariate analysis | Multivariate analysis | |||||
|---|---|---|---|---|---|---|
| Odds ratio | 95% CI |
| Odds ratio | 95% CI |
| |
| Age | 1.04 | 0.99–1.08 | 0.025 | 1.04 | 0.95–1.14 | 0.381 |
| Disease duration | 1.12 | 1.05–1.19 | <0.001 | 0.96 | 0.89–1.03 | 0.326 |
| PD subtype | 2.37 | 1.22–4.60 | 0.010 | 2.07 | 0.89–4.80 | 0.090 |
| Motor fluctuations | 2.81 | 1.39–5.69 | 0.004 | 1.91 | 0.75–5.62 | 0.200 |
| Dyskinesia | 2.80 | 1.36–5.78 | 0.005 | 0.98 | 0.33–2.87 | 0.972 |
| Hoehn and Yahr | 3.06 | 2.04–4.60 | <0.001 | 1.59 | 0.72–3.50 | 0.247 |
| UPDRS | 1.06 | 1.03–1.09 | <0.001 | 0.98 | 0.94–1.04 | 0.658 |
| FOG | 4.42 | 2.24–8.72 | <0.001 | 1.65 | 0.67–4.03 | 0.274 |
| FOG questionnaire | 1.15 | 1.08–1.22 | <0.001 | 1.01 | 0.89–1.22 | 0.131 |
| Activities of daily living* | 0.96 | 0.94–0.97 | <0.001 | 1.02 | 0.92–1.14 | 0.807 |
| MMSE* | 0.91 | 0.85–0.98 | 0.017 | 1.02 | 0.93–1.13 | 0.640 |
| Tinetti Balance* | 0.80 | 0.74–0.86 | <0.001 | 0.84 | 0.74–0.97 | 0.017 |
| Tinetti Gait* | 0.80 | 0.73–0.87 | <0.001 | 1.13 | 0.95–1.43 | 0.256 |
| Tinetti total* | 0.89 | 0.85–0.93 | <0.001 | 0.93 | 0.87–1.01 | 0.690 |
| Get-up-and-go | 0.95 | 0.90–1.01 | 0.189 | |||
| Levodopa dose | 1.002 | 1.001–1.004 | 0.005 | 1.02 | 0.94–1.19 | 0.944 |
| COMT-I use | 2.80 | 1.17–6.74 | 0.021 | 3.41 | 1.06–11.37 | 0.052 |
| Neuroleptic use | 12.34 | 1.48–102.98 | 0.020 | 1.25 | 0.16–12.67 | 0.854 |
| Cholinesterase inhibitor use | 11.92 | 2.12–12.34 | 0.002 | 1.11 | 0.23–11.78 | 0.756 |
Abbreviations. PD: Parkinson disease; UPDRS: Unified Parkinson's Disease Rating Scale; FOG: freezing of gait; MMSE: Minimental State Examination.
* Functional tests: higher scores means normality.
Receiver operating characteristic analyses.
| AUC | Sensitivity | Specificity | Accuracy % | Cut-off value | |
|---|---|---|---|---|---|
| Tinetti Balance | 0.81 | 0.71 | 0.79 | 0.76 | 11.5 |
| Tinetti total | 0.81 | 0.60 | 0.86 | 0.52 | 17.5 |
| Hoehn and Yahr | 0.78 | 0.77 | 0.71 | 0.74 | 2.5 |
| Tinetti Gait | 0.77 | 0.71 | 0.74 | 0.76 | 10.5 |
| UPDRS III | 0.76 | 0.77 | 0.70 | 0.72 | 26.5 |
| Activities of daily living | 0.74 | 0.73 | 0.66 | 0.69 | 85 |
| Disease duration | 0.70 | 0.71 | 0.70 | 0.70 | 7.5 |
| FOG questionnaire | 0.70 | 0.55 | 0.84 | 0.74 | 8.5 |
| Levodopa dose | 0.66 | 0.79 | 0.49 | 0.61 | 425 |
| Age | 0.62 | 0.52 | 0.69 | 0.54 | 76.5 |
| MMSE | 0.60 | 0.23 | 0.89 | 0.63 | 22.5 |
Abbreviations. AUC: area under the curve; UPDRS: Unified Parkinson's Disease Rating Scale; FOG: freezing of Gait; MMSE: Minimental State Examination.
Figure 1Receiver operating characteristic curves of the Tinetti Balance score (Figure 1(a)) and Hoehn and Yahr staging (Figure 1(b)). AUC, sensitivity, specificity, and accuracy are shown in Table 4.
Figure 2Kaplan-Meier curve showing that the risk of falls increases exponentially with age, mainly from the age 70 onward.
Figure 3Kaplan-Meier curve showing that the risk of falls increases with the duration of Parkinson's disease.
Figure 4Kaplan-Meier curve showing the effect of age at onset of Parkinson's disease on the appearance of falls. Patients with age at onset >70 years fall earlier than younger patients (log rank P < 0.001).