| Literature DB >> 35886309 |
Maria Casagrande1, Giuseppe Forte1,2, Francesca Favieri2,3, Ilaria Corbo3.
Abstract
Aging is characterized by changes in the structure and quality of sleep. When the alterations in sleep become substantial, they can generate or accelerate cognitive decline, even in the absence of overt pathology. In fact, impaired sleep represents one of the earliest symptoms of Alzheimer's disease (AD). This systematic review aimed to analyze the studies on sleep quality in aging, also considering mild cognitive impairment (MCI) and AD. The review process was conducted according to the PRISMA statement. A total of 71 studies were included, and the whole sample had a mean age that ranged from 58.3 to 93.7 years (62.8-93.7 healthy participants and 61.8-86.7 pathological populations). Of these selected studies, 33 adopt subjective measurements, 31 adopt objective measures, and 10 studies used both. Pathological aging showed a worse impoverishment of sleep than older adults, in both subjective and objective measurements. The most common aspect compromised in AD and MCI were REM sleep, sleep efficiency, sleep latency, and sleep duration. These results underline that sleep alterations are associated with cognitive impairment. In conclusion, the frequency and severity of sleep disturbance appear to follow the evolution of cognitive impairment. The overall results of objective measures seem more consistent than those highlighted by subjective measurements.Entities:
Keywords: Alzheimer; aging; healthy elderly; mild cognitive impairment; older; sleep quality
Mesh:
Year: 2022 PMID: 35886309 PMCID: PMC9325170 DOI: 10.3390/ijerph19148457
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Research Strategies.
| Database | N° |
|---|---|
| PsychINFO | 2192 |
| PsycArticles | 15 |
| Medline | 4633 |
| PubMed | 10,478 |
Figure 1PRISMA flow diagram.
Figure 2Subjective measurements.
Figure 3Objective measurements.
Sleep in older age. Summary of all the studies that use subjective measures.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Measurements | Results |
|---|---|---|---|---|---|---|---|
| Bernstein et al. [ | HS | 423 | 69.9 (7.6) | 64.4 | 29.5 | PSQI | PSQI |
| Bliwise et al. [ | HS | 30 | 73.8 | 66.7 | ≥28 | Sleep Diary | No difference between males and females. |
| Brown et al. [ | HS | 184 | 75.5 (6.1) | 58.7 | 28.9 (1.3) | PSQI | 41% poor sleep quality. |
| Curcio et al. [ | HS | 10 | 68.6 (7.0) | 50 | 26.7 (1.3) | PSQI | PSQI TOT: 3.9 (0.9) |
| De Gennaro et al. [ | HS | 20 | 70.3 | 60 | 28.75 | PSQI | PSQI TOT: 6.0 (0.7) |
| Fjell et al. [ | HS | 91 | 72 | 51.6 | 29 | PSQI | PSQI TOT: 6.3 (3.8) |
| Jirong et al. [ | HS | 251 | 93.7 (3.4) | 49.8 | - | PSQI | 37% poor sleep quality. |
| Landry et al. [ | HS | 78 | 71.6 (6.6) | 67 | 28.8 (1.2) | PSQI | PSQI |
| Mary et al. [ | HS | 14 | 69.1 (1.5) | 57.1 | Mattis: | PSQI | PSQI |
| Rainey-Smith et al. [ | HS | 462 | 75 (6) | 58.1 | 28.9 (1.3) | PSQI | 49.1% poor sleep quality |
| Sani et al. [ | HS | 25 | 67.3 (7.5) | 60 | 29.5 (0.7) | PSQI | 28% sleep disturbances. |
| Schmidt et al. [ | HS | 14 | 67.2 (4.0) | 57.1 | Mattis: 139.4 (3.8) | PSQI | PSQI TOT: 3.9 (2.0) |
| Squelard et al. [ | HS | 46 | 79.3 (7.9) | 76.1 | 24.7 (6.0) | NPI | 6.5% sleep disturbances. |
| Tatsch et al. [ | HS | 78 | 72.3 (8.2) | 67.9 | 25.2 (3.6) | NPI | 3.8% sleep disturbances. |
SD = standard deviation; F = female; ES = standard error; HS = healthy subject; MCI = mild cognitive impairment; aMCI = amnestic mild cognitive impairment; naMCI = non-amnestic mild cognitive impairment; Pre-AD = preclinical Alzheimer’s disease; AD = Alzheimer’s disease; MMSE = Mini Mental State Examination; MoCA = Montreal Cognitive Assessment; CDR = Clinical Dementia Rating Scale; RCS = Rapid Cognitive Screen; T1,2 = Time 1 and Time 2; DSM = Diagnostic and Statistical Manual of Mental Disorders; NIA–AA = National Institute on Aging–Alzheimer’s Association; NINCDS = National Institute of Neurological and Communicative Diseases and Stroke; NINCDS–ADRDA = National Institute of Neurological and Communicative Diseases and Stroke–Alzheimer’s Disease and Related Disorders Association; PSQI = Pittsburgh Sleep Quality Index; NPI = Neuropsychiatric Inventory; ESS = Epworth Sleepiness Scale; ISI = Insomnia Severity Index; AIS = Athens Insomnia Scale; JSS = Jenkins Sleep Questionnaire; SCADS = Sleep Continuity Scale in Alzheimer’s Disease; SMHSQ = St. Mary’s Hospital Sleep Questionnaire; TST = total sleep time; TIB = time in bed; SL = sleep latency; SD = sleep duration; SE = sleep efficiency.
Sleep in older age. Summary of all the studies that use polysomnography.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Measurements | Results |
|---|---|---|---|---|---|---|---|
| Curcio et al. [ | HS | 10 | 68.6 (7.0) | 50 | 26.7 (1.3) | PSG | L NREM1(min): 18.0 (4.4) |
| Prinz et al. [ | HS | 22 | 69.0 (6.4) | 50 | 29.6 | PSG | TIB: 456.3 (37.7) |
| Reynolds III et al. [ | HS | 25 | 69.0 (5.0) | 68 | 29.2 (0.9) | PSG | SL (min): 22.2 (16.9) |
SD = standard deviation; F = female; HS = healthy subject; MMSE = Mini Mental State Examination; PSG = polysomnography; TST = total sleep time; TSA = time spent asleep; TIB = time in bed; TBT = total bed time; SL = sleep latency; SE = sleep efficiency; LNREM = nonREM latency; NREM = nonREM; LREM = REM latency; REM = rapid eye movement; LSWS = slow-wave sleep latency; SWS = sleep wave sleep; WASO = wake after sleep onset; W = wakefulness.
Sleep in older age. Summary of all the studies that use actigraphy.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Measurements | Results |
|---|---|---|---|---|---|---|---|
| Kume et al. [ | HS | 17 | 82.2 (4.2) | 76.4 | CDR: 0 | Actigraphy | TST (min): 380.2 (43.7) |
| Landry et al. [ | HS | 78 | 71.6 (6.6) | 67 | 28.8 (1.2) | Actigraphy | 19.5% poor sleep quality. |
| Paavilainen et al. [ | HS | 19 | 81.5 (9.0) | - | 26.2 (2.9) | Actigraphy | TIB (h): 9.0 (1.2) |
| Wilckens et al. 2018 [ | HS | 45 | 62.8 (6.0) | 71.1 | 28.8 (1.0) | Actigraphy | TST (min): 362.4 (63.1) |
SD = standard deviation; F = female; HS = healthy subject; MMSE = Mini Mental State Examination; CDR = Clinical Dementia Rating Scale; TST = total sleep time; TIB = time in bed; SL = sleep latency; SE = sleep efficiency; WASO = wake after sleep onset.
Sleep in pathological older age. Summary of all the studies that use subjective measures.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Diagnostic Criteria | Measurements | Results |
|---|---|---|---|---|---|---|---|---|
| Fernández-Martínez et al. [ | AD | 37 | 74.4 (6.7) | 64.9 | 18.4 (2.8) | NINCDS–ADRDA | NPI | 35.1% sleep disturbances. |
| Fernández-Martínez et al. [ | MCI | 91 | 74.2 (5.3) | 45.1 | 26.4 (1.8) | Petersen | NPI | MCI: 23.1% sleep disturbances. |
| Gorgoni et al. [ | AD | 15 | 70.8 | 66.7 | 16.1 | DSM IV | PSQI | No difference has been found. |
| Hita-Yañez et al. [ | HS | 25 | 67.1 (5.3) | 52 | 28.1 (1.3) | DSM V | Interview | MCI: higher WASO. SL and awakenings. |
| Lee et al. [ | aMCI | 217 | 72.8 (6.9) | 62.2 | 20.8 (4.5) | Petersen | NPI | aMCI: 18.8% sleep disturbances. |
| Matsuoka et al. [ | AD | 63 | 79 (6.9) | 69.8 | 20.1 (4.2) | NINCDS–ADRDA | NPI | 30.2% sleep disturbances. |
| Muangpaisan et al. [ | MCI | 77 | 66.3 (7.9) | 35 | 26.5 (1.0) | Petersen | NPI | MCI: 45.5% sleep disturbances. |
| Naismith et al. [ | HS | 26 | 65.9 (9.8) | 53.8 | 29.2 (1.1) | Petersen | PSQI | No difference between HS and MCI has been found. |
| Ng et al. [ | HS | 22 | 75.2 (7.2) | 36.3 | 29.0 (1.5) | MMSE < 24 | NPI | Pre-AD: higher sleep disturbances. |
| Palmer et al. [ | MCI | 69 | 75.7 (7.7) | 60.9 | 25.6 (2.9) | Petersen | SCADS | MCI: 21.7% poor sleep quality. |
| Peters et al. [ | MCI | 193 | 67 (11.4) | 53 | 26.3 | DSM-IV-TR | NPI | 39.9% sleep disturbance. |
| Pocnet et al. [ | HS | 64 | 66 | 54.7 | T1,2 = 29/29 | Winblad | NPI | Follow-up (2 years) |
| Reijs et al. [ | MCI | 353 | 70.6 (6.9) | 59.0 | 26.2 (2.9) | NINCDS–ADRDA | NPI | 22% sleep disturbances. |
| Rozzini et al. [ | MCI | 13 | 71.8 (7.4) | 55 | 27.6 (1.9) | Artero | NPI | NPI: 0.5 (1.2) |
| Scaricamazza et al. [ | MCI | 20 | 69.7 (6.2) | 60 | 26.8 (1.6) | Petersen | NPI | AD: higher sleep disturbances. |
| Shin et al. [ | AD | 63 | 74.8 (6.1) | 73 | 16.7 (4.4) | NINCDS–ADRDA | PSQI | PSQI TOT: 5.4 (3.9) |
| Sun et al. [ | aMCI | 50 | 68.8 (5.9) | 66.0 | 26.6 (1.3) | Petersen | PSQI | PSQI |
| Tadokoro et al. [ | HS | 22 | 74.0 (7.8) | 59.1 | 29.0 (1.1) | DSM 5 | PSQI | AD: higher poor sleep quality than MCI and HS. |
| Tuna et al. [ | MCI | 56 | 69.7 (4.0) | 58.9 | 7 | RCS < 8 | PSQI | 53.6% poor sleep quality. |
| Wams et al. [ | HS | 18 | 73.8 (4.6) | 46.1 | MMSE ≥ 27 | NINCDS–ADRDA | PSQI | No difference between HS and aMCI has been found. |
| Westerberg et al. [ | aMCI | 10 | 71.1 | 80 | 27.8 | Petersen | PSQI | No difference between HS and aMCI has been found. |
| Westerberg et al. [ | HS | 16 | 72.7 (5.1) | - | 28.4 (0.4) | Petersen | PSQI | No difference between HS and aMCI has been found. |
| Xie et al. [ | MCI | 479 | 60–80+ | 61.4 | - | Portet | AIS | MCI: higher SL, TST, WASO, early awakenings and sleep disturbances. |
| Yatawara et al. [ | MCI | 38 | 64.4 (9.1) | 47.3 | 27.3 (1.7) | Petersen | NPI | AD: 40% sleep disturbances. |
| Yu et al. [ | MoCA: | Petersen | PSQI | MCI: higher poor sleep quality. | ||||
| Zhou et al. [ | AD | 84 | 66.5 (7.0) | 66.7 | 18.1 (3.2) | NINCDS–ADRDA | PSQI | PSQI |
| Wang et al. [ | HS | 804 | 66.6 (5.1) | 49 | - | MMSE < 17 | Interview | MCI: Higher SD than HS. |
SD = standard deviation; F = female; ES = standard error; HS = healthy subject; MCI = mild cognitive impairment; aMCI = amnestic mild cognitive impairment; naMCI = non-amnestic mild cognitive impairment; Pre-AD = preclinical Alzheimer’s disease; AD = Alzheimer’s disease; MMSE = Mini Mental State Examination; MoCA = Montreal Cognitive Assessment; CDR = Clinical Dementia Rating Scale; RCS = Rapid Cognitive Screen; T1,2 = Time 1 and Time 2; DSM = Diagnostic and Statistical Manual of Mental Disorders; NIA–AA = National Institute on Aging–Alzheimer’s Association; NINCDS = National Institute of Neurological and Communicative Diseases and Stroke; NINCDS–ADRDA = National Institute of Neurological and Communicative Diseases and Stroke–Alzheimer’s Disease and Related Disorders Association; PSQI = Pittsburgh Sleep Quality Index; NPI = Neuropsychiatric Inventory; ISI = Insomnia Severity Index; MEQ = Morningness–Eveningness Questionnaire; AIS = Athens Insomnia Scale; JSS = Jenkins Sleep Questionnaire; SCADS = Sleep Continuity Scale in Alzheimer’s Disease; SMHSQ = St. Mary’s Hospital Sleep Questionnaire; TST = total sleep time; TIB = time in bed; SL = sleep latency; SD = sleep duration; SE = sleep efficiency.
Sleep in pathological older age. Summary of all the studies that use polysomnography.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Diagnostic Criteria | Measurements | Results |
|---|---|---|---|---|---|---|---|---|
| Carnicelli et al. [ | MCI | 19 | 69.8 (15.5) | 47.3 | 25.3 (1.2) | Petersen | PSG | MCI: lower %REM. |
| De Gennaro et al. [ | HS | 20 | 70.3 | 60 | 28.75 | DSM IV | PSG | AD: higher LREM1, LREM2. |
| Dykierek et al. [ | AD | 35 | 62.1 (8.9) | 54.4 | 19.5 (5.2) | NINCDS–ADRDA | PSG | AD: lower SPT and REM density. |
| Gorgoni et al. [ | AD | 15 | 70.8 | 66.7 | 16.1 | DSM IV | PSG | AD: lower %SWS than HS. |
| Hita-Yañez et al. [ | HS | 25 | 67.1 (5.3) | 52 | 28.1 (1.3) | Petersen | PSG | MCI: higher AI SWS. |
| Hoch et al. [ | AD | 20 | 71.6 (4.9) | 65 | 17.3 (5.7) | DSM III | PSG | AD: higher SL, %NREM, and total recording time. |
| Hot et al. [ | AD | 14 | 76.7 (3.8) | 50 | 24.8 (2.4) | NINCDS–ADRDA | PSG | AD: lower %SE. |
| Kundermann et al. [ | AD | 15 | 71.1 | 40 | MMST: | NINCDS–ADRDA | PSG | SPT: 402.5 min (ES: 15.2) |
| Liguori et al. [ | AD | 48 | 70.5 (7.6) | 47.9 | 19.4 (5.3) | NINCDS–ADRDA | PSG | AD: higher LREM, WASO. and %NREM1. |
| Liguori et al. [ | AD | 18 | 71.6 (3.9) | 55.6 | 22.6 (1.3) | NINCDS–ADRDA | PSG | AD: higher SL, LREM, WASO, and NREM1. |
| Liguori et al. [ | AD | 20 | 70.75 (8.1) | 55 | 21.9 (5.2) | Biomarkers Diagnostic Criteria | PSG | TST (min): 368.7 (70.6) |
| Loewenstein et al. [ | HS | 8 | 61.9 | 37.5 | - | DSM III | PSG | AD: lower delta waves. |
| Maestri et al. [ | HS | 11 | 72.7 (5.9) | 63.6 | 29.3 (1.0) | NINCDS–ADRDA | PSG | AD: higher NREM1 and NREM2 than HS. |
| Montplaisir et al. [ | HS | 10 | 58.3 | - | 29.3 (5.3) | NINCDS–ADRDA | PSG | AD: higher EEG Slowing Index. |
| Naismith et al. [ | HS | 26 | 65.9 (9.8) | 53.8 | 29.2 (1.1) | Petersen | PSG | MCI: lower LREM and WASO. |
| Prinz et al. [ | HS | 11 | 72.2 (10.6) | 0 | - | MMSE > 20 | PSG | AD: higher wakefulness. |
| Rauchs et al. [ | AD | 14 | 76.9 (4.1) | 64.3 | 24.9 (2.0) | NINCDS–ADRDA | PSG | AD: lower sleep spindles activity. |
| Reynolds III et al. [ | HS | 24 | 69.5 (4.5) | 66.7 | - | DSM III | PSG | AD: lower TSA. |
| Sanchez-Espinosa et al. [ | HS | 21 | 67 (5.5) | 47.6 | 28.3 (1.3) | Petersen | PSG | aMCI: higher AI SWS. |
| Tsuno et al. [ | AD | 12 | 75.6 (10.7) | 83.3 | 14.4 (5.7) | NINCDS–ADRDA | PSG | SL (min): 14.6 (5.9) |
| Westerberg et al. [ | HS | 16 | 72.7 (5.1) | - | 28.4 (0.4) | Petersen | PSG | aMCI: lower SWS. |
| Liguori et al. [ | MCI | 59 | 67.4 (8.4) | 52.6 | 28.9 (1.5) | NIA–AA | PSG | msAD: lower TST, %SE NREM3%, REM% than mAD, MCI, and HS. |
| Liu et al. [ | HS | 22 | 70.6 (6.0) | 63.6 | 28.4 (1.7) | Petersen | PSG | HS: higher TST and SE% than sMCI and pMCI. |
SD = standard deviation; F = female; ES = standard error; HS = healthy subject; MCI = mild cognitive impairment; aMCI = amnestic mild cognitive impairment; naMCI = non-amnestic mild cognitive impairment; AD = Alzheimer’s disease; MMSE = Mini Mental State Examination; DSM = Diagnostic and Statistical Manual of Mental Disorders; NIA–AA = National Institute on Aging–Alzheimer’s Association; NINCDS–ADRDA = National Institute of Neurological and Communicative Diseases and Stroke–Alzheimer’s Disease and Related Disorders Association; PSG = polysomnography; EEG = electroencephalogram; TST = total sleep time; TSA = time spent asleep; TIB = time in bed; TBT = total bed time; SPT = sleep period time; SOL = sleep onset latency; SL = sleep latency; SD = sleep duration; SE = sleep efficiency; LNREM = nonREM latency; NREM = nonREM; LREM = REM latency; REM = rapid eye movement; LSWS = slow-wave sleep latency; SWS = sleep wave sleep; WASO = wake after sleep onset; W = wakefulness; AI = arousal index; mAD = mild Alzheimer’s disease; msAD = mild severe Alzheimer’s disease; sMCI = stable mild cognitive impairment, pMCI = progressive mild cognitive impairment.
Sleep in pathological older age. Summary of all the studies that use actigraphy.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Diagnostic Criteria | Measurement | Results |
|---|---|---|---|---|---|---|---|---|
| Alfini et al. [ | HS | 153 | 71.8 (8.3) | 67.3 | - | Albert | Actigraphy | MCI: lower SE% than HC. |
| Khou et al. [ | HS | 51 | 73.4 (6.5) | 69 | - | NINCDS−ADRDA | Actigraphy | AD: higher TST and TIB. |
| Lee et al. [ | AD | 7 | 77.0 (4.3) | 57.1 | 1 < CDR < 2 | NINCDS−ADRDA | Actigraphy | No difference between HS and AD has been found. |
| Liguori et al. [ | HS | 10 | 61.8(11.2) | 40 | - | NIA–AA | Actigraphy | AD: lower SE% and higher SL. |
| Tadokoro et al. [ | HS | 22 | 74.0 (7.8) | 59.1 | 29.0 (1.1) | DSM 5 | Actigraphy | AD: higher NREM than MCI and HS. |
| Wams et al. [ | HS | 18 | 73.8 (4.6) | 46.1 | MMSE ≥ 27 | NINCDS−ADRDA | Actigraphy | No difference between HS and aMCI has been found. |
| Westerberg et al. [ | aMCI | 10 | 71.1 | 80 | 27.8 | Petersen | Actigraphy | aMCI: higher variability. aMCI: start sleep later. |
| Wilckens et al. [ | HS | 28 | 82.1 (7.2) | 71.4 | 28.4 (1.4) | Albert | Actigraphy | No difference between HS and MCI has been found. |
SD = standard deviation; F = female; ES = standard error; HS = healthy subject; MCI = mild cognitive impairment; aMCI = amnestic mild cognitive impairment; naMCI = non-amnestic mild cognitive impairment; AD = Alzheimer’s disease; MMSE = Mini Mental State Examination; CDR = Clinical Dementia Rating Scale; DSM = Diagnostic and Statistical Manual of Mental Disorders; NIA−AA = National Institute on Aging−Alzheimer’s Association; NINCDS−ADRDA = National Institute of Neurological and Communicative Diseases and Stroke–Alzheimer’s Disease and Related Disorders Association; TST = total sleep time; TIB = time in bed; SL = sleep latency; SE = sleep efficiency; NREM = nonREM; WASO = wake after sleep onset.
Diurnal sleepiness in healthy older age. Summary of all the studies.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Measurements | Results |
|---|---|---|---|---|---|---|---|
| Bernstein et al. [ | HS | 423 | 69.9 (7.6) | 64.4 | 29.5 | ESS | 18% excessive diurnal sleepiness. |
| Ward et al. [ | HS | 84 | 73.2 (5.7) | 48.8 | 29 (0.9) | ESS | ESS: 5.9 (3.7) |
SD = standard deviation; F = female; HS = healthy subject; MMSE = Mini Mental State Examination Index; ESS = Epworth Sleepiness Scale.
Diurnal sleepiness in pathological older age. Summary of all the studies.
| Authors | Group | N° | Age (SD) | (%F) | MMSE (SD) | Diagnostic Criteria | Measurements | Results |
|---|---|---|---|---|---|---|---|---|
| Hita-Yañez et al. [ | HS | 25 | 67.1 (5.3) | 52 | 28.1 (1.3) | DSM 5 | ESS | No difference between HS and MCI has been found. |
| Naismith et al. [ | HS | 26 | 65.9 (9.8) | 53.8 | 29.2 (1.1) | Petersen | ESS | MCI: higher diurnal sleepiness. |
| Sanchez-Espinosa et al. [ | HS | 21 | 67 (5.5) | 47.6 | 28.3 (1.3) | Petersen | ESS | No difference between HS and aMCI has been found. |
| Sun et al. [ | aMCI | 50 | 68.8 (5.9) | 66.0 | 26.6 (1.3) | Petersen | ESS | aMCI: higher diurnal sleepiness. |
| Tadokoro et al. [ | HS | 22 | 74.0 (7.8) | 59.1 | 29.0 (1.1) | DSM 5 | ESS | No difference has been found. |
| Westerberg et al. [ | aMCI | 10 | 71.1 | 80 | 27.8 | Petersen | ESS | No difference between HS and aMCI has been found. |
| Westerberg et al. [ | HS | 16 | 72.7 (5.1) | - | 28.4 (0.4) | Petersen | ESS | No difference between HS and aMCI has been found. |
| Zhou et al. [ | AD | 84 | 66.5 (7.0) | 66.7 | 18.1 (3.2) | NINCDS–ADRDA | ESS | AD: higher diurnal sleepiness. |
SD = standard deviation; F = female; HS = healthy subject; MCI = mild cognitive impairment; aMCI = amnestic mild cognitive impairment; AD = Alzheimer’s disease; MMSE = Mini Mental State Examination; CDR = Clinical Dementia Rating Scale; DSM = Diagnostic and Statistical Manual of Mental Disorders; NINCDS–ADRDA = National Institute of Neurological and Communicative Diseases and Stroke–Alzheimer’s Disease and Related Disorders Association; ESS = Epworth Sleepiness Scale.