| Literature DB >> 35359800 |
Brendan Hallam1, Irene Petersen1, Claudia Cooper2, Christina Avgerinou1, Kate Walters1.
Abstract
Purpose: To investigate time trends in incidence of recorded memory concerns (MC) and cognitive decline (CD) in a UK older population presenting to primary care with no prior diagnosis of dementia. To determine the risk of developing dementia in people with recorded memory concern and cognitive decline. Patients and methods: We included individuals aged 65-99 years who contributed to data within the IQVIA medical research database from 1st January 2009 to 31st December 2018. We reported crude incidence rates for MC (study population n=1,310,838) and CD (n=1,348,796). We conducted survival analysis to estimate the risk of developing dementia using fine-grey sub-distribution hazard model with competing risk of death.Entities:
Keywords: dementia; incidence rate; memory; primary care; survival analysis
Year: 2022 PMID: 35359800 PMCID: PMC8961006 DOI: 10.2147/CLEP.S350396
Source DB: PubMed Journal: Clin Epidemiol ISSN: 1179-1349 Impact factor: 4.790
Summary of Variables in the Main Analysis for Memory Concern and Cognitive Decline
| Variables | Summary Statistics | |||
|---|---|---|---|---|
| Memory Concern | Cognitive Decline | |||
| Total Cohort Population | Complete Case | Total Cohort Population | Complete Case | |
| Men | 660,037 (45.8%) | 601,025 (45.9%) | 672,788 (45.8%) | 612,870 (45.8%) |
| Women | 780,869 (54.2%) | 709,813 (54.1%) | 796,187 (54.2%) | 724,122 (54.2%) |
| 65–69 | 759,936 (52.7%) | 694,126 (53.0%) | 771,532 (52.5%) | 704,895 (52.7%) |
| 70–79 | 428,572 (29.8%) | 389,026 (29.7%) | 437,086 (29.8%) | 396,907 (29.7%) |
| 80–99 | 252,398 (17.5%) | 227,686 (17.4%) | 260,357 (17.7%) | 235,190 (17.8%) |
| Quintile 1 (least deprived) | 352,420 (24.5%) | 352,420 (26.9%) | 359,549 (24.5%) | 359,549 (26.9%) |
| Quintile 2 | 320,802 (22.3%) | 320,802 (24.5%) | 327,171 (22.3%) | 327,171 (24.5%) |
| Quintile 3 | 276,302 (19.2%) | 276,302 (21.1%) | 281,708 (19.2%) | 281,708 (21.1%) |
| Quintile 4 | 221,095 (15.3%) | 221,095 (16.9%) | 225,408 (15.3%) | 225,408 (16.9%) |
| Quintile 5 (most deprived) | 140,219 (9.7%) | 140,219 (10.7%) | 143,156 (9.8%) | 143,156 (10.7%) |
| Missing | 130,068 (9.0%) | 131,983 (9.0%) | ||
| 60,667 | 55,941 | 16,220 | 14,869 | |
| 6,648,909 | 6,101,820 | 6,894,442 | 6,329,685 | |
| 1,440,906 | 1,310,838 | 1,468,975 | 1,336,992 | |
Notes: Complete case includes only participants who have complete data on all covariates (sex, age, Townsend).
Recording Rate of Individual Cognitive Groups by Socio-Demographics Factors (Complete Case)
| Memory Concern | Cognitive Decline | |||
|---|---|---|---|---|
| Rate per 1000 PYAR (95% CI) | Adjusted* IRR (95% CI) | Rate per 1000 PYAR (95% CI) | Adjusted* IRR (95% CI) | |
| 9.12 (9.05 to 9.20) | 2.35 (2.32 to 2.39) | |||
| Men | 8.50 (8.39 to 8.61) | 1 (reference) | 2.15 (2.10 to 2.21) | 1 (reference) |
| Women | 9.72 (9.61 to 9.82) | 1.04 (1.02 to 1.06) | 2.51 (2.46 to 2.56) | 1.03 (1.00 to 1.07) |
| 65–69 | 3.66 (3.58 to 3.75) | 1 | 0.63 (0.60 to 0.67) | 1 |
| 70–79 | 8.24 (8.13 to 8.35) | 2.25 (2.19 to 2.31) | 1.94 (1.89 to 2.00) | 3.07 (2.88 to 3.26) |
| 80–99 | 17.89 (17.68 to 18.10) | 4.85 (4.72 to 4.98) | 5.16 (5.05 to 5.27) | 8.23 (7.74 to 8.74) |
| 1 (least deprived) | 9.05 (8.91 to 9.20) | 1 | 1.96 (1.89 to 2.02) | 1 |
| 2 | 8.74 (8.62 to 8.92) | 1.01 (0.98 to 1.03) | 2.18 (2.11 to 2.25) | 1.03 (0.98 to 1.09) |
| 3 | 9.03 (8.86 to 9.19) | 1.03 (1.00 to 1.05) | 2.34 (2.26 to 2.43) | 1.09 (1.03 to 1.15) |
| 4 | 9.35 (9.16 to 9.53) | 1.07 (1.04 to 1.10) | 2.75 (2.65 to 2.86) | 1.19 (1.12 to 1.25) |
| 5 (most deprived) | 10.51 (10.26 to 10.77) | 1.16 (1.12 to 1.20) | 3.15 (3.01 to 3.29) | 1.22 (1.15 to 1.30) |
| 2009 | 8.43 (8.21 to 8.64) | 1 | 1.29 (1.21 to 1.38) | 1 |
| 2010 | 8.50 (8.29 to 8.72) | 1.01 (0.97 to 1.05) | 1.61 (1.52 to 1.71) | 1.24 (1.14 to 1.36) |
| 2011 | 10.08 (9.85 to 10.31) | 1.22 (1.18 to 1.26) | 1.76 (1.66 to 1.85) | 1.36 (1.24 to 1.48) |
| 2012 | 10.20 (9.97 to 10.43) | 1.26 (1.22 to 1.30) | 2.08 (1.98 to 2.19) | 1.61 (1.49 to 1.75) |
| 2013 | 9.89 (9.66 to 10.12) | 1.23 (1.19 to 1.28) | 2.36 (2.25 to 2.47) | 1.83 (1.69 to 1.99) |
| 2014 | 9.31 (9.08 to 9.54) | 1.16 (1.12 to 1.20) | 2.72 (2.60 to 2.84) | 2.06 (1.90 to 2.24) |
| 2015 | 9.51 (9.26 to 9.76) | 1.18 (1.13 to 1.23) | 3.07 (2.94 to 3.22) | 2.28 (2.10 to 2.47) |
| 2016 | 8.90 (8.63 to 9.17) | 1.17 (1.12 to 1.21) | 3.05 (2.90 to 3.20) | 2.22 (2.04 to 2.41) |
| 2017 | 7.89 (7.62 to 8.16) | 1.05 (1.00 to 1.10) | 3.35 (3.18 to 3.53) | 2.34 (2.14 to 2.55) |
| 2018 | 7.63 (7.36 to 7.92) | 1.01 (0.97 to 1.06) | 3.49 (3.30 to 3.68) | 2.41 (2.20 to 2.63) |
Note: *From Negative Binomial regression, adjusting for all other variables considered: sex, age band, Townsend, calendar year and practice.
Abbreviation: PYAR, person years at risk; IRR, incidence risk ratio; CI, confidence intervals.
Figure 1
Incidence Rate (1,000 PYAR) for Memory Concern and Cognitive Decline Between 2009 to 2018.
Figure 2
Incidence Rate (1,000 PYAR) for Memory Concern and Cognitive Decline by Ageband.
Figure 3
Venn Diagram of Number of People with Memory Concern and Cognitive Decline Records.
Baseline Summary of Complete Case Variables in the Survival Analysis for Cognitive Groups
| Variables | Summary Statistics | |
|---|---|---|
| Memory Concern | Cognitive Decline | |
| Men | 19,864 (42.0%) | 4,681 (41.2%) |
| Women | 27,382 (58.0%) | 6,692 (58.8%) |
| 65–69 | 6,117 (13.0%) | 989 (8.7%) |
| 70–79 | 18,598 (39.4%) | 4,152 (36.5%) |
| 80–99 | 22,531 (47.7%) | 6,232 (54.8%) |
| Quintile 1 (least deprived) | 12,760 (27.0%) | 2,597 (22.8%) |
| Quintile 2 | 11,214 (23.7%) | 2,640 (23.2%) |
| Quintile 3 | 9,760 (20.7%) | 2,382 (20.9%) |
| Quintile 4 | 7,953 (16.8%) | 2,156 (19.0%) |
| Quintile 5 (most deprived) | 5,559 (11.8%) | 1,598 (14.1%) |
| 72,228 | 14,624 | |
| 18,229 | 4,949 | |
| 47,246 | 11,373 | |
Separate Multivariate Regression Models of Risk of Dementia for People with Memory Concern and Cognitive Decline
| Memory Concern > Dementia | Cognitive Decline > Dementia | |||
|---|---|---|---|---|
| Cox Proportional-Hazards Model | Fine and Gray’s Competing Risk Model | Cox Proportional-Hazards Model | Fine and Gray’s Competing Risk Model | |
| Variable | HR (95% CI) | SHR (95% CI) | HR (95% CI) | SHR (95% CI) |
| Age band | ||||
| 65–69 | 1 (reference) | 1 (reference) | 1 (reference) | 1 (reference) |
| 70–79 | 2.17 (2.02 to 2.33) | 2.15 (2.00 to 2.31) | 1.59 (1.38 to 1.83) | 1.58 (1.37 to 1.81) |
| 80–99 | 3.59 (3.34 to 3.87) | 3.37 (3.14 to 3.63) | 1.89 (1.65 to 2.18) | 1.75 (1.53 to 2.01) |
| Sex | ||||
| Male | 1 (reference) | 1 (reference) | 1 (reference) | 1 (reference) |
| Female | 1.16 (1.13 to 1.20) | 1.17 (1.14 to 1.22) | 1.11 (1.04 to 1.18) | 1.14 (1.07 to 1.22) |
| Townsend | ||||
| 1 (least deprived) | 1 (reference) | 1 (reference) | 1 (reference) | 1 (reference) |
| 2 | 1.06 (1.01 to 1.11) | 1.05 (1.00 to 1.10) | 1.07 (0.98 to 1.18) | 1.06 (0.96 to 1.16) |
| 3 | 1.07 (1.02 to 1.13) | 1.06 (1.01 to 1.11) | 1.02 (0.92 to 1.13) | 0.99 (0.89 to 1.09) |
| 4 | 1.17 (1.10 to 1.24) | 1.15 (1.08 to 1.22) | 1.04 (0.94 to 1.15) | 1.01 (0.91 to 1.11) |
| 5 (most deprived) | 1.22 (1.13 to 1.30) | 1.19 (1.11 to 1.27) | 1.09 (0.97 to 1.22) | 1.05 (0.94 to 1.18) |
Note: Cox Proportional Hazard model: stratified by age band and adjusted for sex, Townsend and practice.
Abbreviations: HR, hazard ratio; SHR, subhazard ratio; 95% CI, 95% confidence intervals.
Figure 4
Survival Analysis for Risk of Dementia in People with Memory Concern and Cognitive Decline.