BBB dysfunction
This extraordinarily complex barrier requires the full unfettered interaction of all the above-mentioned elements for maximal protection and maintenance of brain function. The barrier likewise must have sustained resilience to constantly maintain function against the constant daily barrage of endogenous and exogenous insults. At the same time with overwhelming infection or injury the system must allow access of inflammatory cells and solute [
34]. The balance in youth is disrupted by traumatic brain injury (TBI), inflammation or infection but with resolution there is spontaneous repair [
42]. This balance begins to fail with the aging process allowing a slow leak and a diminished repair capacity [
36]. The pathways of restoration following low level sustained or more significant injury are incompletely understood and clearly wane in advanced age [
36,
37]. Identified elements include age related low-level inflammation or TBI with reduction in pericytes and upregulation of in situ inflammation resulting in leaky capillaries and microvascular anatomic disruption. Additionally impaired glycocalyx protection and upregulation and circulation of inflammatory proteins systemically and within the neuropil enhance the loss of BBB integrity [
43,
44,
45]. There is consequent loss of pericyte homeostatic signaling results in reduced endothelial expression of junctional proteins and increased leakiness [
36,
37]. This provides a pathway for indiscriminate entry into the interstitium of inflammatory cells , and normally restricted substances (fibrin, albumin, thrombin, hemoglobin, hemosiderin, immunoglobulins, free iron, plasmin) [
8,
36,
37]. Further there is loss of basement membrane integrity with consequent dysfunction of glymphatic flow, and reduced communication with the astrocyte-pericyte-endothelial signaling impairing proper absorption of required solutes, ions lipids, and proteins [
44,
45,
46]. Post-endothelial injury, these cells employ Caveolae transcytosis pathway in lieu of the homeostatic Cathrin pathway, the former being less discriminant in transporting appropriate proteins and lipids into the interstitium thus adding more potential toxins [
8,
11]. Finally, astrocytes morph into proinflammatory phenotype and pile on with expression of Vascular endothelial growth factor (VEGF), matrix metalloprotease enzymes (MMPs) and endothelin which add to loss of BBB integrity and normal NVU signaling [
46].
In youth, the WNT/βCatenin signaling pathway from astrocytes to endothelial structures enhances expression and restoration of TJ proteins, restores transporter expression, and restores the homeostatic use of the clathrin transcytosis pathway [
27]. The WNT/ βCatenin pathway is enhanced by endothelial, pericyte or astrocyte Netrin activated endothelial Unc5b receptors [
27]. Whether this is the only general restoration path restoring BBB integrity for all varieties of insults causing loss of BBB integrity is unknown.
In broad strokes the main culprits affecting BBB integrity are blunt trauma, inflammation, viral or bacterial infection and vascular injury. The causes are not mutually exclusive but are often co-occurring. The BBB targets of each of these insults varies, and as such the initial downstream damage whether it is vascular, metabolic or both may vary. We will explore each of the main culprits individually.
Figure 3
Head trauma causes biphasic injury with the initial blunt force trauma initially disrupting normal BBB maintenance by its affect on the cellular and membranous components of the NVU[
42]. Specifically, loss of pericytes and their resulting effect on loss of tight junction integrity and altered NVU signaling cause cerebral edema, and leakage of solute and cellular components [
42]. The second later phase is inflammatory which yields a double hit to the BBB. Influx of cytokines, inflammatory cells, and DAMPS from innate immune system and PAMPS from fragments of viral, bacterial, or fungal elements add additional secondary BBB injury [
42,
47]. Both mechanisms alter the normal perfusion dynamics. In a recent study we conducted evaluating college athletes post-mild acute traumatic brain injury using ASL MRI technique (discussed below), we were able to identify reduced capillary mean transit time (cMTT)/ glymphatic clearance rate acutely and demonstrated return to normal clearance at recovery [
48]. Thus, a restoration pathway exists in youth at least with minor TBI but becomes dysfunctional with repetitive trauma leading to CTE and in ”normal” aging adults [
31,
33]. With future clearer understanding of the repair mechanisms in youth, restorative treatments could potentially be developed and applied to advanced age-related BBB leakiness.
With age, low grade inflammatory insults via leaked in and subsequent glial upregulation of inflammatory interleukin cytokines IL1b, IL6, IL-12, IL-23, TNF-α), monocyte/lymphocyte attracting chemokines CCL2-CCL4 , CCL7, leukocyte attracting CXCL10. Microglial cells convert to Type 1 with expression of complement components C1q, C3a with inflammation or presence of PAMPS from prior/ dormant viral encephalitis (HSV-1 , HHV6, HHV7, EB virus), or chronic infection (periodontal disease, chlamydia, fungi) [
49,
50,
51,
52,
53,
54,
55,
56].
Additionally, diabetes, obesity, autoimmune inflammatory processes, whole brain radiation treatments, tobacco abuse, and trauma impacts the BBB TJs [
32,
42,
47] . The expression of C3a fragment of complement and upregulate the endothelial C3a receptor which causes profound phenotypic endothelial cellular changes [
54,
56]. The endothelial cells transform into immune permissive/attractant cells with retraction of the TJ proteins via cytoskeletal actin contraction causing leaks as well as expression of VCAM1 attracting CD8 cells to the cell surface and entry into the interstitium with inflammation [
54]. Here it should be noted that there is a substantial contribution to the upregulation of interstitial inflammation by complement prevalent in microglia and astrocytes [
54,
56]. If low level leakiness is sustained the resulting altered metabolic processes longer term cause corruption of protein synthesis and degradation with accumulating misfolded toxic proteins, and microvasculopathy in the case of neurodegenerative diseases [
30,
31,
32,
33,
34,
46]. The rapidity of development and severity of misfolded protein accumulation is enhanced by well know genetic genotypes most commonly APOE 4 carriers [
3,
4,
5,
8,
9].
Figure 4
The enterobiome is also a factor increasingly being investigated in development of neurodegenerative disease with clear involvement in Parkinson’s disease [
60,
61]. Enterobiome production of α synuclein protein with ascent and brain stem incorporation via Vagal afferents is well documented [
60]. Bacterial derived Lipopolysaccharide (LPS) and High mobility group box 1 (HMGB1) a nonhistone nucleoprotein which normally has intracellular maintenance function, once excreted becomes a potent proinflammatory substance once extracellular [
62]. LPS is a classic PAMP and HMGB1 a classic DAMP, with resultant upregulation of inflammation and have been shown to induce BBB leak [
49,
62].
Vascular insult related to sustained hypertension causes vascular shear stress, damage to glycocalyx resulting in reduced heparin sulfate and proteoglycan content with loss of antithrombotic and anti-inflammatory effects. The damage that ensues is produced by accumulating reactive oxygen species with resultant upregulation of metalloproteases and damage to the BBB as well as upregulation of inflammatory cytokines [
33,
34,
35,
36,
37,
63]. If severe or sustained each of these injuries cause structural alterations to the microvasculature with thinning , elongation, and increased tortuosity of the affected vessels due to upregulation of metalloprotease enzymes related to increased oxidative stress and inflammatory changes [
63]. The normal regional perfusion of the brain region is thus altered such that there is reduced blood flow, prolonged mean capillary transit time and glymphatic flow impairment [
64]. These same vascular changes develop in both head injury and chronic inflammatory related BBB leak in absence of normal repair signaling/or pathways [
12,
65,
66].
Figure 5
String vessels (black) with no blood cells form as endothelial cells undergo apoptosis. Neutrophils (blue dots) block a small portion (∼2%) of capillaries, reducing blood flow in the network. Penetrating vessels have a tortuous shape, with a tendency to decrease in diameter with aging in AD. (Dorr, Adrienne, et al. "Amyloid-β-dependent compromise of microvascular structure and function in a model of Alzheimer’s disease." Brain 135.10 (2012): 3039-3050.)
Histopathology shows vascular abnormalities such as tortuous arterioles and string vessels (arrows) in the AD brain. Celloidin sections were stained for collagen [215].
c Scanning electron microscopy of corrosion casts of the cerebral vasculature of an arcAbeta mouse revealed degenerated vessels (arrow). In addition, stenosis and bulging of the vessel wall are observed both on arteries and arterioles (asterisks). Scale bar 50μm. Modified from [
31].
d Table with effects of changes in vessel morphology on biomechanical properties. This article is licensed under the Creative Commons Attribution-Noncommercial-No Derivatives 4.0 International License (CC BY-NC-ND). Klohs, Jan. "An integrated view on vascular dysfunction in Alzheimer’s disease."
Neurodegenerative Diseases 19.3-4 (2020): 109-127.
The ”normal” aging process is associated with loss of pericytes cause unknown with low level leakiness of the BBB [
12,
65,
66]. Is their loss the consequence or cause of BBB leak? There is also thickening of the endothelial basement membrane and alteration in constituent proteins along with loss of pericytes and presence of reactive astrocytes and microglia reducing neurovascular coupling [
30,
31,
32,
33,
34,
35]. The BBB leakiness goes undetected for years until there is mild loss of cognitive abilities [
58,
66]. Progression to more severe dementia is not a certainty with progression over 10 years in about 40% of patients. Modifiable risk factors for developing cognitive impairment include uncontrolled hypertension, obesity, poorly controlled diabetes, TBI, tobacco and excess alcohol use are well recognized and listed with level of evidence in the combined WHO and 2020 Lancet Commission Report [
67,
68]
Table 1.
Insulin resistance has also been identified, but whether it is a cause or result of endothelial cells dysfunction with decreased glut 1 transporter expression is unclear [
8]. Those carrying 1 copy of APOE 4 have a 40% greater chance of developing AD dementia progression and 2 copies 10 times increased risk of early age or late age AD development and is currently non-modifiable [
67,
68]. In addition, the potential exists to therapeutically target the dysfunctional BBB by inhibiting the microglial and astrocyte conversion to their proinflammatory phenotype, inhibit the astrocyte secreted inflammatory species and ROS activated metalloprotease enzyme systems , and promote expression of the cadherin proteins at the BBB [
69]. Management of the early neurodegenerative disease development will require repair of the blood brain barrier dysfunction. Before we tackle this, more robust delineation of BBB repair mechanisms, operational in youth, is required which can potentially be upregulated in age related leakiness.
Direct intraarterial vascular accumulation of βamyloid and resulting pro-hemorrhage and vasoocclusive effect has been addressed elsewhere and will not be addressed here [
70,
71].
This mounting evidence for BBB dysfunction being the nexus of neurodegenerative disease development can no longer be ignored. The co-occurrence of microvascular disease in addition to the interstitial metabolic inflammatory changes in most patients suggests they are 2 prongs of the same disease process and likely develop concurrently [
41,
43]. The accelerant factor of the ongoing accumulation of toxic misfolded proteins results in progressive expansion of the BBB dysfunction and ultimately loss of neurons and supporting structures with the well-known cognitive impairments resulting [
46,
58]. The pattern of involvement typically begins in the highly metabolically active hippocampal structures but with pertinent exceptions such as Frontal temporal, Parietal, and rarely Occipital lobe presentations clinically [
35].
The cooccurrence of both “small vessel disease” (by MRI) in the absence of large vessel atherosclerosis and associated neurodegeneration with accumulation of βamyloid hpTau. as seen almost universally in neurodegenerative disease strongly suggests the two processes are a spectrum of the same disease process [
33,
34]. The nexus is the loss of stability/integrity of the BBB
Figure 4. If this is so, then the physiologic consequences on perfusion must be measurable in the early preclinical stages of disease. This produces clinical challenges for early recognition, surveillance, and a major change in therapeutic focus to addressing potential means of restoring BBB integrity. The next section will discuss the early BBB leak and potential noninvasive means of detection. Without valid safe methods of BBB leak identification outcomes from future early intervention trials is impossible in a reasonable time frame, as cognitive decline may take years to develop.
Early Identification of BBB Dysfunction
Redirecting clinical research efforts to remedy the preclinical BBB dysfunction will require validated outcome measures to assess efficacy. A combination of imaging techniques addressing the leak or resulting physiologic consequences coupled with serologic as opposed to CSF evidence of brain injury would be ideal. Paradigms testing cognitive dysfunction/function are abnormal late in the disease course at a time when treatment is probably futile. So, in order to demonstrate positive effect of future early treatments, outcome measures addressing the effects of BBB leak must be validated. To identify early BBB disruption, an imaging study should either survey the vascular leak or reflect the altered physiology present. The leak in can be directly imaged using dynamic contrast enhancement (DCE) MRI imaging. BBB leak has been identified in aging adults without cognitive impairment localized initially in the hippocampal region by DCE-MRI [
35,
66,
74]. This technique measures gadolinium contrast extravasation into the brain parenchyma relative to the arterial concentration in specific brain regions. Most notably the Hippocampal region and sub regions within were found to demonstrate quantifiable contrast leak [
35].
Figure 6 This technique uses the Patlak analysis to identify subtle leak of contrast. The technique requires gadolinium contrast injection with scan times currently of 25-30 minutes. Faster scan methods are under development. Limitations for this technique are long scan times per sequence and required gadolinium making multiple follow up studies problematic.
Another approach for early identification of BBB leak in the preclinical and early clinical state of disease leverages the regional hemodynamic changes resulting from disruption in normal microvascular anatomy and leaky vessels [
46,
64,
66]. The disruption in neurodegenerative disease causes reduced cerebral vascular flow volume but does not result in changes in the arterial mean transit time (aMTT) [
64,
65,
66]. The mean capillary mean transit time (cMTT) however is prolonged and glymphatic outflow reduced. Noninvasive 3D ASL MRI indirectly assesses clearance of labeled protons in the late stage of perfusion by assessing perfusion signal at multiple time points post labeling (PLD) and, using linear analysis, measures the slope of clearance [
75]. This method identifies perfusion alterations resulting from BBB leak, before the accumulation of β Amyloid or hpTau. In our effort to develop a usable MRI technique for identifying perfusion changes in AD, three specific goals had to be met. The first was availability of the technique to any community hospital with a 3T MRI scanner. The second was it had to be time efficient and noninvasive since multiple scans would likely be required over time, hence a non-contrast study was imperative. The third was cost efficiency. The medical system here or elsewhere cannot absorb high volume high-cost diagnostic studies in a pervasive disease of this sort.
This technique uses 3D arterial spin labeling capturing the signal averages at multiple time points late in the perfusion cycle. The technique subtracts background signal leaving residual labeled proton signal from perfusion. The paradigm records residual signal after time delays post labeling beginning at 2800 ms through 4000 ms at 200ms intervals (7 data points) [
75]. By doing so we can legitimately use linear analysis for “glymphatic clearance rate” as the correlation with the T1 decay times of the constituent components in the late phase of perfusion have over as 96% correlation coefficient [
75]. Signal averages in 6 regions of interest , bitemporal, bifrontal, and biparietal are investigated using standard volume and anatomic locations [
75].
Figure 7
The resultant signal averages are then easily transferred to a spread sheet for graphical analysis the slope being the glymphatic clearance rate. This technique fulfills our major requirements in that it is non-invasive, time efficient (about 2 minutes per ASL sequence and with T2 flair and susceptibility imaging 20-minute total scan time) and cost efficient (about
$300 Medicare reimbursement Quote from Medicare website). In a small case series report (COVID interrupted), we were able to demonstrate progression in one subject with MCI to precursor MRI changes of more advanced dementia prior to significant MMSE changes, a second patient with stable MRI changes and no cognitive decline and a third patient with typical AD dementia and associated ASL MRI changes [
76]. The technique is still in the development stage but will be enhanced with the general release of 3D ASL acquiring multiple PLD determinations following a single spin labeling. Also, the segmentation programs should speed up the cumbersome data analysis by ROI. The limitations of ASL is that low level of signal obtained in the late phases of perfusion. By using multiple PLDs and large ROI’s, artifact is reduced.
It is important to note that both directly imaging BBB leak of contrast and the determination of clearance by ASL are not specific for neurodegenerative disease, but can be found in acute head injury, CNS infection, brain tumor, acute stroke or in other words, in any condition which alters the integrity of the BBB. That said given the clinical suspicion of early disease or high-risk profile for developing neurodegenerative disease, surveillance in the future when effective means of aborting the BBB damage is available, will be necessary.
Serologic markers of NVU injury would enhance the sensitivity of the testing. GFAP is a sensitive measure of β Amyloid accumulation and thus helpful in identifying mid stage disease [
14,
15]. Small acidic calcium-binding protein S100β is a sensitive but nonspecific marker of BBB leak [
14]. The 2 markers may serve to corroborate imaging findings in the early phase of disease (S100β). GFAP concentration if elevated would suggest disease progression along with imaging study changes. Hence the concomitant use would provide a convenient and sensitive noninvasive means of diagnosis and surveillance of initial stages of neurodegenerative disease.
From a clinician/patient standpoint, sensitive early detection using noninvasive MRI technology with a serologic marker of brain injury to establish the preclinical diagnosis would be a welcome advance particularly when effective early treatment exists.
Figure 1.
a Compendium of normal transport mechanisms through the BBB endothelium with NVU cellular relationships. The neurovascular unit/blood–brain barrier (NVU/BBB) is composed of specialized endothelial cells and support cells, including pericytes and astrocytes. The cross-sectional view illustrates that the majority of the abluminal surface of the endothelial cell is covered by pericytes and astrocytic foot processes. Paracellular transport across the BBB/NVU is restricted by tight junction proteins, and even small, lipophilic molecules. Facilitated active transport, receptor-mediated transport, and ion transporters allow the brain to be supplied with nutrients while maintaining strict homeostasis. Adapted from Griffith, Jessica I., et al. "Addressing BBB heterogeneity: a new paradigm for drug delivery to brain tumors." Pharmaceutics 12.12 (2020): 1205. b Normal trans axial anatomy of the NVU/vascular (capillary) BBB. From the inside out the layers that form the blood–brain barrier include the endothelial expressed glycocalyx, specialized endothelial cells, double layer endothelial and astrocyte expressed basement membrane with glymphatic space sandwiched between the layers, pericytes, and astrocytes.
Figure 1.
a Compendium of normal transport mechanisms through the BBB endothelium with NVU cellular relationships. The neurovascular unit/blood–brain barrier (NVU/BBB) is composed of specialized endothelial cells and support cells, including pericytes and astrocytes. The cross-sectional view illustrates that the majority of the abluminal surface of the endothelial cell is covered by pericytes and astrocytic foot processes. Paracellular transport across the BBB/NVU is restricted by tight junction proteins, and even small, lipophilic molecules. Facilitated active transport, receptor-mediated transport, and ion transporters allow the brain to be supplied with nutrients while maintaining strict homeostasis. Adapted from Griffith, Jessica I., et al. "Addressing BBB heterogeneity: a new paradigm for drug delivery to brain tumors." Pharmaceutics 12.12 (2020): 1205. b Normal trans axial anatomy of the NVU/vascular (capillary) BBB. From the inside out the layers that form the blood–brain barrier include the endothelial expressed glycocalyx, specialized endothelial cells, double layer endothelial and astrocyte expressed basement membrane with glymphatic space sandwiched between the layers, pericytes, and astrocytes.
Figure 3.
Flow chart of developing BBB dysfunction in youth with robust repair potential post injury and loss of repairability with advanced age and consequent worsening BBB damage and leak. The delayed result of the latter is 2-fold: microvascular damage and production and accumulation of misfolded proteins. The accelerant effect of accumulating β Amyloid and hpTau on further BBB disruption causes a viscous cycle of more widespread BBB dysfunction leading to more widespread vascular damage and inflammatory infiltration with ultimate loss of neural elements and cognitive function decline.
Figure 3.
Flow chart of developing BBB dysfunction in youth with robust repair potential post injury and loss of repairability with advanced age and consequent worsening BBB damage and leak. The delayed result of the latter is 2-fold: microvascular damage and production and accumulation of misfolded proteins. The accelerant effect of accumulating β Amyloid and hpTau on further BBB disruption causes a viscous cycle of more widespread BBB dysfunction leading to more widespread vascular damage and inflammatory infiltration with ultimate loss of neural elements and cognitive function decline.
Figure 4.
Schematic illustration summarizing the effects of brain damage on BBB integrity. The production and activation of MMPs, VEGFs, and ETs are upregulated in various brain cells following brain damage. These factors can then impair the viability and integrity of the BBB by negatively impacting the tight junctions between adjacent endothelial cells.
Figure 4.
Schematic illustration summarizing the effects of brain damage on BBB integrity. The production and activation of MMPs, VEGFs, and ETs are upregulated in various brain cells following brain damage. These factors can then impair the viability and integrity of the BBB by negatively impacting the tight junctions between adjacent endothelial cells.
Figure 5.
Diagram of healthy and Alzheimer’s brain vasculature. (A) Diagram of healthy brain vasculature. Penetrating arteries (red) and veins (blue) are connected via a capillary mesh (gray). Steinman, Joe, Hong-Shuo Sun, and Zhong-Ping Feng. "Microvascular alterations in Alzheimer's disease." Frontiers in Cellular Neuroscience 14 (2021): 618986. (B) Diagram of Alzheimer’s brain vasculature. Deposition of amyloid (yellow dots) in the vascular bed causes vascular dysfunction and loss in AD, with proliferation of vessels around missing vasculature (Meyer, Eric P., et al. "Altered morphology and 3D architecture of brain vasculature in a mouse model for Alzheimer's disease." Proceedings of the national academy of sciences 105.9 (2008): 3587-3592.).
Figure 5.
Diagram of healthy and Alzheimer’s brain vasculature. (A) Diagram of healthy brain vasculature. Penetrating arteries (red) and veins (blue) are connected via a capillary mesh (gray). Steinman, Joe, Hong-Shuo Sun, and Zhong-Ping Feng. "Microvascular alterations in Alzheimer's disease." Frontiers in Cellular Neuroscience 14 (2021): 618986. (B) Diagram of Alzheimer’s brain vasculature. Deposition of amyloid (yellow dots) in the vascular bed causes vascular dysfunction and loss in AD, with proliferation of vessels around missing vasculature (Meyer, Eric P., et al. "Altered morphology and 3D architecture of brain vasculature in a mouse model for Alzheimer's disease." Proceedings of the national academy of sciences 105.9 (2008): 3587-3592.).
Figure 6.
DCE Magnetic resonance brain image of an Alzheimer’s patient with color-coded (Red Yellow) blood-brain barrier leakage. Note the greater extent of leakage in AD. Adapted from Evidence of BBB damage in the AD brain: (a) extensive leakage of gadobutrol (an MRI contrasting agent) through a damaged BBB in brains of patients with early signs of AD; (b) less extensive leakage of the agent in brains of normal patients. Used with permission of The Radiological Society of North America, from van de Haar HJ, Burgmans S, Jansen JFA, van Osch MJP, van Buchem MA, Muller M, Hofman PAM, Verhey FRJ, Backes WH, Blood-brain barrier leakage in patients with early Alzheimer disease, Radiology (2016) 281, 527-535. Available via license: CC BY 4.0.
Figure 6.
DCE Magnetic resonance brain image of an Alzheimer’s patient with color-coded (Red Yellow) blood-brain barrier leakage. Note the greater extent of leakage in AD. Adapted from Evidence of BBB damage in the AD brain: (a) extensive leakage of gadobutrol (an MRI contrasting agent) through a damaged BBB in brains of patients with early signs of AD; (b) less extensive leakage of the agent in brains of normal patients. Used with permission of The Radiological Society of North America, from van de Haar HJ, Burgmans S, Jansen JFA, van Osch MJP, van Buchem MA, Muller M, Hofman PAM, Verhey FRJ, Backes WH, Blood-brain barrier leakage in patients with early Alzheimer disease, Radiology (2016) 281, 527-535. Available via license: CC BY 4.0.
Figure 7.
3D ASL glymphatic clearance rate in MCI and AD. The upper 3 images denote the region of interest and size recorded for each region held constant bilaterally and across all subjects. The 4 mm slice angle and level for each region was also held constant. The lower images demonstrate the linear analysis of the 7 data points.
Figure 7.
3D ASL glymphatic clearance rate in MCI and AD. The upper 3 images denote the region of interest and size recorded for each region held constant bilaterally and across all subjects. The 4 mm slice angle and level for each region was also held constant. The lower images demonstrate the linear analysis of the 7 data points.
Figure 8.
Flow diagram of potential future approach to preclinical diagnosis and surveillance of high-risk individuals for developing AD once effective treatment paradigms are available.
Figure 8.
Flow diagram of potential future approach to preclinical diagnosis and surveillance of high-risk individuals for developing AD once effective treatment paradigms are available.
Table 1.
WHO recommendations for dementia prevention with quality and strength of medical evidence determinations. Chowdhary N, Barbui C, Anstey KJ, Kivipelto M, Barbera M, Peters R, Zheng L, Kulmala J, Stephen R, Ferri CP, Joanette Y, Wang H, Comas-Herrera A, Alessi C, Suharya (Dy) K, Mwangi KJ, Petersen RC, Motala AA, Mendis S, Prabhakaran D, Bibi Mia Sorefan A, Dias A, Gouider R, Shahar S, Ashby-Mitchell K, Prince M, and Dua T (2022) Reducing the Risk of Cognitive Decline and Dementia: WHO Recommendations. Front. Neurol. 12:765584. doi: 10.3389/fneur.2021.765584.
Table 1.
WHO recommendations for dementia prevention with quality and strength of medical evidence determinations. Chowdhary N, Barbui C, Anstey KJ, Kivipelto M, Barbera M, Peters R, Zheng L, Kulmala J, Stephen R, Ferri CP, Joanette Y, Wang H, Comas-Herrera A, Alessi C, Suharya (Dy) K, Mwangi KJ, Petersen RC, Motala AA, Mendis S, Prabhakaran D, Bibi Mia Sorefan A, Dias A, Gouider R, Shahar S, Ashby-Mitchell K, Prince M, and Dua T (2022) Reducing the Risk of Cognitive Decline and Dementia: WHO Recommendations. Front. Neurol. 12:765584. doi: 10.3389/fneur.2021.765584.