| Literature DB >> 28420323 |
Christopher A Lane1, Thomas D Parker1, Dave M Cash1,2, Kirsty Macpherson1, Elizabeth Donnachie3, Heidi Murray-Smith1, Anna Barnes4, Suzie Barker1, Daniel G Beasley2, Jose Bras5,6, David Brown4, Ninon Burgos2, Michelle Byford7, M Jorge Cardoso2, Ana Carvalho4, Jessica Collins1, Enrico De Vita8,9, John C Dickson4, Norah Epie1, Miklos Espak2, Susie M D Henley1, Chandrashekar Hoskote8, Michael Hutel1,2, Jana Klimova1, Ian B Malone1, Pawel Markiewicz2, Andrew Melbourne2, Marc Modat1,2, Anette Schrag10, Sachit Shah8,9, Nikhil Sharma7,11, Carole H Sudre1,2, David L Thomas3,9, Andrew Wong7, Hui Zhang12, John Hardy13, Henrik Zetterberg5,14,15, Sebastien Ourselin2, Sebastian J Crutch1, Diana Kuh7, Marcus Richards7, Nick C Fox1, Jonathan M Schott16.
Abstract
BACKGROUND: Increasing age is the biggest risk factor for dementia, of which Alzheimer's disease is the commonest cause. The pathological changes underpinning Alzheimer's disease are thought to develop at least a decade prior to the onset of symptoms. Molecular positron emission tomography and multi-modal magnetic resonance imaging allow key pathological processes underpinning cognitive impairment - including β-amyloid depostion, vascular disease, network breakdown and atrophy - to be assessed repeatedly and non-invasively. This enables potential determinants of dementia to be delineated earlier, and therefore opens a pre-symptomatic window where intervention may prevent the onset of cognitive symptoms. METHODS/Entities:
Keywords: Epidemiology, Life course, Genetics, Alzheimer’s Disease, Ageing, Magnetic resonance imaging, Positron emission tomography, Cognition, Vascular disease, Birth cohort
Mesh:
Substances:
Year: 2017 PMID: 28420323 PMCID: PMC5395844 DOI: 10.1186/s12883-017-0846-x
Source DB: PubMed Journal: BMC Neurol ISSN: 1471-2377 Impact factor: 2.474
Overview of life course data available for MRC NSHD study participants
| Time point (ages) | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 1946 (birth) | 1947–50 (1–4 yrs) | 1951–61 (5–15 yrs) | 1962–77 (16–31 yrs) | 1978–2003 (32–57 yrs) | 2006–10 (60–64 yrs) | 2014–15 (68–69 yrs) | |||
| Number of data collections | 1 | 2 | 8 | 8 | 3 | 1 | 1 | ||
| Measure | Social factors | Socioeconomic position | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Social function (contacts, support, participation) | - | - | - | - | ✓ | ✓ | ✓ | ||
| Occupation | - | - | - | ✓ | ✓ | ✓ | ✓ | ||
| Educational Qualifications | ✓ | ✓ | |||||||
| Psychological measures | Behaviour and mental health | - | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |
| Physical and health measures | Survival and morbidity | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | |
| Anthropometric measures | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ||
| Smoking status | - | - | - | ✓ | ✓ | ✓ | ✓ | ||
| Exercise and physical health | - | - | ✓ | - | ✓ | ✓ | ✓ | ||
| Diet | - | ✓ | - | - | ✓ | ✓ | ✓ | ||
| Respiratory function | - | - | - | - | ✓(36, 43, 53) | ✓ | ✓ | ||
| Cardiovascular function | - | - | - | - | ✓(36, 43, 53) | ✓ | ✓ | ||
| Musculoskeletal measures | - | - | - | - | ✓ (53) | ✓ | ✓ | ||
| Blood sample | - | - | - | - | ✓ (53) | ✓ | ✓ | ||
| Urine sample | - | - | - | - | - | ✓ | - | ||
| Cognition | Cognitive function (verbal/non-verbal) | - | - | ✓ (8, 11, 15) | ✓ (26) | ✓ (43, 53) | ✓ | ✓ | |
Minimum life course dataset for Insight 46
| Attendance at a clinic visit at age 60–64 |
| Parental socioeconomic position: at least one indicator of occupational social class or education |
| Cognition: memory and processing speed from the 60–64 year collection AND at least one set of measures at either ages 8, 11 or 15 |
| Early physical growth trajectories: birth weight and at least one measure of height and weight at ages 4–15 |
| Educational attainment: highest qualification by age 26 |
| Mental health: teacher ratings of behaviour and temperament at ages 13 or 15, and at least one measure of affective symptoms at ages 36, 43, 53 or 60–64 |
| Blood pressure, lung function, adult height and weight: at least one measure of each at ages 36, 43, 53 or 60–64 |
| Health behaviours: at least one measure of smoking and physical exercise at ages 36, 43, 53 or 60–64 |
| Blood: either age 53 or 60–64 samples |
Fig. 1Flowchart for Insight 46
Reportable MRI brain findings
| Acute brain infarction |
| Acute brain haemorrhage (note: not old bleeds) |
| Intracranial mass lesions (note: not meningiomas in locations considered highly unlikely to cause problems) |
| Suspected intracranial aneurysm or vascular malformation (inc. cavernomata) (note: not aneurysms less than 7 mm in diameter) |
| Colloid cyst of the 3rd ventricle |
| Acute hydrocephalus |
| Significant sinus disease with suspicion of underlying pathology (e.g. unilateral sinus opacification) |
| Other unexpected, serious, or life-threatening findings |
Fig. 2Novel computerised tests (a) Irrelevant Distractor. An example stimulus display (not to scale) with an irrelevant distractor in the low load condition. Note that the specific cartoon image shown here as an irrelevant distractor is included for illustrative purposes only, in order to avoid violating copyright for the images used in the experiment. Figure reprinted from [64] with permission from American Psychological Association (b) Visuomotor Integration apparatus. Note that in the indirect condition, the participant’s hand is covered by a box, not shown here. Figure reprinted from [61], Copyright, with permission from Elsevier. (c) ‘What was where?’ task. Figure reprinted from [56] available from https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4360752/, American Psychological Association, copyright under the Creative Commons Attribution License https://creativecommons.org/licenses/by/3.0/ (d) Task-set Switching / Response Inhibition. An example stimulus display for an incongruent word trial
Fig. 3Improved PET reconstruction using the pCT method. Examples of attenuation maps obtained with the multi-atlas CT synthesis method (pCT) and the UTE method and the corresponding florbetapir PET images generated with each method (10-min frame 50 min post-injection). Difference maps are also shown (pCT – UTE) to better visualise the improved PET reconstruction accuracy
MRI sequence parameters
| MPRAGE (3D T1) | SPACE (3D T2) | IR-SPACE (3D FLAIR) | rs-fMRI | 3D T2*/SWI | Diffusion | Field mapping | ASL | |
|---|---|---|---|---|---|---|---|---|
| Voxel resolution (mm3) | 1.1 × 1.1 × 1.1 | 1.1 × 1.1 × 1.1 | 1.1 × 1.1 × 1.1 | 3 × 3 × 4 | 0.86 × 0.86 × 1.5 | 2.5 × 2.5 × 2.5 | 3 × 3 × 3 | 3.75 × 3.75 × 4 |
| Matrix size | 256 × 256 × 208 | 256 × 256 × 176 | 256 × 256 × 176 | 64 × 64 × 36 | 256 × 192 × 96 | 96 × 96 × 58 | 64 × 64 × 55 | 64 × 56 × 36 |
| FoV (read x PE) (mm) | 282 × 282 | 282 × 282 | 282 × 282 | 192 × 192 | 220 × 165 | 240 × 240 | 192 × 192 | 240 × 210 |
| Slice coverage (mm) | 229 | 194 | 194 | 144 | 144 | 145 | 165 | 144 |
| Orientation | Sagittal | Sagittal | Sagittal | Transverse obl | Transverse obl | Transverse obl | Transverse obl | Transverse obl |
| PE direction | A > > P | A > > P | A > > P | A > > P | R > > L | A > > P | R > > L | A > > P |
| TE (ms) | 2.92 | 409 | 402 | 30 | 4.92; 9.84; 19.2 | 103 | 4.92; 7.38 | 20.26 |
| TR (ms) | 2000 | 3200 | 5000 | 2020 | 27 | 8000 | 688 | 4000 |
| Flip angle (°) | 8 | Variable | Variable | 75 | 15 | 90/180/180 | 60 | 90/160/160/160... |
| Acq bandwidth (Hz/pix) | 240 | 751 | 751 | 2112 | 400/400/140 | 1578 | 260 | 2298 |
| Parallel imaging | ×2 | ×2 | ×2 | ×2 | ×2 | ×2 | None | None |
| Total scan time | 5 min 06 s | 4 min 43 s | 6 min 27 s | 9 min 27 s | 3 min 48 s | 10 min 16 s; 5 min 28 s | 1 min 31 s | 5 min 20s |
| Other sequence-specific parameters | Water selective excitation pulse | Water selective excitation pulse | Water selective excitation pulse | Fat saturation |
| 2 non-zero b- values: | 2D multi-slice dual gradient echo | 10 averages |
Fig. 4Volumetric T1 pre-processing and segmentation in Insight 46. Examples of axial (top row), coronal (middle row) and sagittal (bottom row) slices from an original MPRAGE volumetric T1 scan (left column), pre-processed T1 (distortion and bias field corrected) (middle column), and with the GIF parcellation overlaid on top (right column)
Fig. 5Representative diffusion images in Insight 46. Examples of diffusion images at the two b values, b = 700 and 2000 s/mm2, with their corresponding derived MD and FA maps (left) and NODDI metrics (right)
Fig. 6Brain volumes derived from first 100 Insight 46 volumetric T1 scans. Violin plots demonstrating total brain and lobar volumes (left) and regional lobar volumes (right) calculated on the first 100 T1 scans in Insight 46 using the automated segmentation pipeline
Summary of reportable findings and normal ranges used in Insight 46
| Measurements with Reportable Results | Normal range/Non-reportable Findings | Reportable Findings and Associated Duty-of-care Actions |
|---|---|---|
| Blood pressure | Systolic 91–139 mmHg | Severely low AND symptomatic: Systolic ≤90 or diastolic ≤60 mmHg — recommended to visit GP within five days |
| Blood results | • Glucose 3.5–10 mmol/l | Out of normal range: The study member is advised to see their GP within an appropriate time frame dependent on the result and the GP is informed. |
| Pure Tone Audiometry | Thresholds <35 dB in the range of 0.5–4 kHz | Results are available on the day of the visit and reported to the GP. If any of the thresholds in either ear are ≥35 dB or if there is a difference between the ears of ≥20 dB at two or more frequencies in the range 0.5–4 kHz, the participant is advised to consult their GP. |
| Mini-Mental State Examination (MMSE) | 25–30 | A score ≤ 24 results in a letter asking the GP to consider the findings in the context of the study member’s known background (education, medication history, anxiety, depression, etc). The study member receives a letter suggesting they make an appointment to see their GP. |
| Movement Disorder Society Unified Parkinson’s Disease Rating Scale (MDS-UPDRS) | Queen Square Brain Bank criteria for parkinsonism not met | Only clear and previously undiagnosed Parkinson’s disease will be reported to study members and their GPs. This will be based on the video and clinical assessment (including UPDRS score) performed by a clinical research associate. Where the individual is found to fulfil Queen Square Brain Bank criteria for parkinsonism, a letter will be sent to the GP explaining the findings and recommendations for clinical action. A letter will also be sent to the study member stating that an abnormality has been found and advising them to contact their GP. |
| MRI | The following incidental findings will not be routinely fed-back to individuals or their GPs: | Urgent events during/around scanning: |
Overview of neuropsychometric tests collected to date in the NSHD
| Cognitive domain | Age 8 | Age 11 | Age 15 | Age 18 | Age 43 | Age 53 | Age 60–64 | Age 69 | Ages 69–71 and 71–73 | |
|---|---|---|---|---|---|---|---|---|---|---|
| Premorbid IQ (estimated) | National Adult Reading Test | |||||||||
| Verbal reasoning and reading comprehension | Reading comprehension test | Verbal abilities test | Verbal section of Alice Heim Test; Watts-Vernon reading comprehension test. | Watts-Vernon reading comprehension test | ||||||
| Non-verbal reasoning | Picture intelligence test | Non-verbal abilities test | Non-verbal section of Alice Heim Test | WASI Matrix Reasoning | ||||||
| Memory | Short-term Verbal Memory | Word list | Word list | Word list | Word list | WMS-R Logical Memory | ||||
| Short-term Visual Memory | Visual memory test | ‘What was where?’ task | ||||||||
| Short-term Associative Memory | FNAME-12 | |||||||||
| Prospective Memory | Prospective memory test | |||||||||
| Literacy | Word reading test; Vocabulary test | Word reading test; Vocabulary test | ||||||||
| Numeracy | Arithmetic test | Mathematics test | ||||||||
| Executive function | Verbal Fluency | Category fluency | Phonemic fluency and category fluency (as part of the ACE-III exam) | |||||||
| Reaction Time/ Task-set switching / Response Inhibition | Simple Reaction Time; Choice Reaction Time | Choice Reaction time (inc. switching and inhibition measures) | ||||||||
| Processing speed and attention | Letter Search | Letter Search | Letter Search | Letter Search | WAIS-R Digit Symbol Substitution; Irrelevant Distractor | |||||
| Visuomotor integration | Timed manual pegboard | Circle Tracing | ||||||||
| General / multiple domains | Educational attainment measure | Educational attainment measure | Addenbrookes Cognitive Examination (ACE-III) | Mini Mental State Examination (MMSE) | ||||||