Epigenetic basis of Alzheimer disease

Angeles C Tecalco-Cruz,Josué O Ramírez-Jarquín,María E Alvarez-Sánchez,Jesus Zepeda-Cervantes

Key Words:Epigenetics;Aging;Neurodegenerative diseases;Alzheimer disease

INTRODUCTION

Alzheimer disease(AD)is the most common form of neurodegenerative dementia.AD is characterized by memory loss and rapidly progresses to symptoms such as personality changes and language problems,leading to a loss of the ability to perform routine activities and eventual death of the individual.Diagnosed AD progresses over approximately 8-10 years,but the first events of this disease can occur up to 20 years beforehand.Of all AD cases,more than 95% occur sporadically in adults aged 65 years or older,defined as late-onset AD.Multiple factors,such as environmental,biological,and genetic susceptibility,are associated with the development of AD.Less than 1% of AD cases are related to genetic mutations;these cases generally occur in younger adults(approximately 45 years old).Furthermore,some polymorphisms have been implicated in the development of AD;for instance,the apolipoprotein E 4(APOE4)variant is associated with an increase of risk to develop AD,whileAPOE2 variant seems to decrease this risk[1-4].

The development and progression of AD are linked to the dysfunction and death of neurons,which generally appear to originate in the hippocampus,frontal and temporal lobes,and the limbic system,extending to neocortex regions as the disease progresses.In turn,these events are linked to the detection of two neuropathological structures:β-amyloid plaques and neurofibrillary tangles(NFTs)(Figure 1).

The primary component of β-amyloid plaques is the β-amyloid peptide,which is generated and secretedviaproteolysis of the β-amyloid precursor protein(APP)by enzyme complexes known as β-secretases(BACE)and γ-secretases,which contain presenilin 1(PS1,encoded byPSEN1)and PS2(encoded byPSEN2)as subunits[5].βamyloid peptides have lengths ranging from 38 to 43 amino acids and are generated in neurons and released in the extracellular space[6].Although their function is unclear,they may play a role in synaptic plasticity.Under normal conditions,β-amyloid peptide is eliminatedviaseveral mechanisms such as:(1)Ubiquitin-proteasome system;(2)Autophagy-lysosome system;(3)Proteases;(4)Microglial or astrocytic phagocytosis;and(5)Blood circulatory clearance[1,7].Additionally,it has been suggested thatAPOEexpression improves β-amyloid clearance[8].However,these mechanisms may deteriorate upon aging and may thus contribute to the accumulation of β-amyloid peptides,forming neurotoxic plaques.These amyloidogenic plaques are surrounded by glial cells and are associated with dystrophic neurites(random neuron prolongations caused by the accumulation of abnormal filaments);therefore,these plaques lead to fibrillar degeneration in nerve cells.The degree of AD is apparently correlated with the proportion of β-amyloid plaques leading to neurodegeneration[9-11].

NFTs are formed by paired helical filaments comprising dense accumulations of insoluble polymers,with the hyperphosphorylated tau protein as the primary component.The tau protein is a 50-64 kDa thermostable protein associated with tubulin.Tau promotes the assembly of microtubules in the neuron cytoskeleton,and the tau-phosphorylation regulates this function.NFTs are formed in the perinuclear region of hippocampal neurons,and according to analyses of postmortem samples from individuals with AD,the quantity of NFTs correlates with the severity of AD.It has been proposed that β-amyloid plaques can also promote intracellular tau aggregation.Additionally,the release of tau damages other cells.Thus,AD is characterized by the presence of extracellular plaques containing insoluble β-amyloid filament accumulations,NFTs formed by hyperphosphorylated tau,and neuroinflammation.These elements are critical markers of AD and contribute to the neurotoxicity of this disease[9,12].

Currently,AD can be diagnosed in living patients by positron emission tomography(PET)and cerebrospinal fluid(CSF)techniques.In PET,a radionuclide as florbetapir(18F)is used as a marker for β-amyloid,which crosses the blood–brain barrier and binds to β-amyloid fibrillar plaques with high affinity,enablingin vivocomputerized imaging of β-amyloid plaques.Some studies have shown that deposition of these plaques begins decades before dementia,cognitive decline,and brain atrophy.To detect AD by CSF,a lumbar puncture is performed,and β-amyloid 1-42,T-tau(total),and P-tau(phosphorylated,for example,pThr181)are assessed as biomarkers.A positive β-amyloid PET and CSF detection of low levels of β-amyloid 1-42 and high levels of T-tau or P-tau are criteria for the diagnosis of AD[1,6].

FOUNDATIONS OF EPIGENETICS

Chromatin consists of deoxyribonucleic acid(DNA)mainly associated with histone proteins;an octamer of histones surrounded by 147 base pairs of DNA forms the nucleosome,which is the basic unit of chromatin.Epigenetics refers to chromatin structure changes that affect gene expression.The conformation of chromatin is highly dynamic,oscillating from an open,lax,or relaxed state to a compact,non-relaxed,and closed state and vice versa.A compact chromatin structure inhibits transcription,while the relaxed form of chromatin promotes this process.Conformational changes in chromatin are orchestrated by the action of co-regulatory proteins,which are divided into co-repressors and co-activators.Co-regulators are proteins that do not bind to DNA directly,but through their interaction with transcription factors.Importantly,coregulators may have an enzymatic activity to modify chromatin and/or recruit other co-regulatory proteins with the catalytic ability to produce these changes in chromatin structure[13,14].

Figure 1 Epigenetics modifications associated with Alzheimer disease.Acetylation and de-acetylation of histones(left),deoxyribonucleic acid methylation status(middle,bottom)and the expression of non-coding ribonucleic acid(RNA)[short(miRNAs)and long(lncRNAs)](right)are altered in Alzheimer disease.HDAC:Histone deacetyltransferase;DNA:Deoxyribonucleic acid;RNA:Ribonucleic acid;mRNA:Messenger RNA;miRNA:MicroRNA;lncRNA:Long noncoding RNAs.

It has been demonstrated that epigenetic regulatory events involve histone acetyltransferase and histone deacetyltransferase(HDAC)enzymes.For example,some co-activator complexes exhibit histone acetyltransferase activity,in which an acetyl group is added to the lysines at the N-terminus of histones to neutralize their positive charge,thus weakening their strong interaction with DNA and relaxing the chromatin to promote gene expression.In contrast,co-repressor complexes with HDAC activity remove the acetyl group and promote chromatin compaction to inhibit gene expression[13].In addition to acetylation/deacetylation,histones also undergo other modifications by adding or removing other functional groups(e.g.,methylation or phosphorylation)or small proteins(e.g.,ubiquitination or sumoylation),which affects the chromatin conformation.It has been suggested that the combination of modifications generates a histone code for chromatin restructuring,which regulates gene expression[13,15].

Another epigenetic modification occurs in the cytosine residues of the CpG dinucleotide of DNA through the addition of a methyl group by DNA methyltransferases.This modification affects the binding of transcription factors to consensus sites,and recruits methylated DNA-binding proteins that bind to corepressors and HDACs,compacting the chromatin and inhibiting gene expression[16].Active DNA demethylation is mediated by the methylcytosine dioxygenase enzyme known as ten-eleven translocation,which oxidizes 5-methylcytosine(5-mC)to 5-hydroxymethylcytosine(5-hmC),followed by DNA repair to generate an unmodified cytosine.Therefore,DNA methylation is detected by 5-mC marks and is associated with transcriptional repression,while DNA with 5-hmC marks is related to coactivator recruitment and transcriptional activity[17,18].Moreover,ATP-dependent chromatin remodelers displace DNA and reposition it within nucleosomes,creating areas of DNA with access to transcriptional machinery.It is worth noting that epigenetic modifications are linked,as there are proteins that modify chromatin and others that can read these modifications,generating a dynamic system coordinated by several marks and regulatory complexes that modulate gene expression[14].

Other molecules involved in epigenetics include non-coding ribonucleic acids(RNAs),which can be small [less than 200 nucleotides(nt)or long(more than 200 nt)[19,20].MicroRNAs(miRNAs)are small non-coding RNAs with a 19-25 nt hairpin structure that can imperfectly match(partial complementarity with 6-8 nt)to the sequence of messenger RNA(mRNA),resulting in inhibition of its translation or mRNA degradation[21].Genes located in active chromatin regions appear to be more commonly regulated by miRNAs[22].In contrast,long non-coding RNAs(lncRNA)regulate the chromatin structure by interacting with proteins,RNA,and DNA[23-25].Therefore,lncRNAs can act as hooks for proteins or miRNAs,competitive inhibitors of molecular interactions,scaffolding to bring proteins closer for interaction,guides for binding of protein complexes,and gene transcription activators by favoring promoter–enhancer interactions[23-25].

NEURODEGENERATIVE DISEASES,AGING,AND EPIGENETICS

Neurodegenerative diseases are caused by the degeneration,dysfunction,and irreversible death of neurons in specific regions of the central nervous system.In this system,glial cells that include astrocytes,microglia,and oligodendrocytes,are important for the support and proper functioning of neural connections,and these are also affected in neurodegenerative diseases[26].AD(which affects memory),Parkinson’s disease,and amyotrophic lateral sclerosis(which affects motor activities)are some examples of neurodegenerative diseases[27].These diseases frequently manifest in older adults;thus,the first risk factor for their development is aging,which has been associated with processes of cellular senescence.Senescence is a viable and metabolically active state of cells,but it is also a non-proliferative state accompanied by pro-inflammatory secretory activity.Senescence is a mechanism for controlling damaged cells,but the accumulation of senescent cells during aging competes with normal cells,blocking the capacity for tissue regeneration and releasing factors that stimulate chronic inflammation and contribute to neuronal degeneration[27-29].

During senescence,epigenetic changes are detected,such as the formation of senescence-associated heterochromatic foci,i.e.,compacted chromatin linked to a reduced expression of histone-encoding genes.However,senescent cells also show a lower number of repressive heterochromatin marks such as DNA methylation and histone methylation(H3K9me3,H3K27me3,and H4K20me3),suggesting an increased expression of many other genes[30,31].Taken together,epigenetic modifications lead to drastic changes in the pattern of gene deactivation and activation in cellular senescence,which,when enriched in cells of the nervous system during aging,may lead to the development of neurodegeneration[30,31].

During aging,epigenetic changes related to acetylation processes can be detected;for example,the H4K16ac mark has been associated with a state of chromatin compaction,stress response,gene expression,and DNA repair.The H4K16ac mark is also enriched during normal aging in the temporal lobes of the human brain,as well as in senescent mammalian cells and aging models in yeast.Interestingly,the H4K16ac mark is reduced in AD.The correlation of H4K16ac levels with normal aging suggests that this modification may protect against neurodegenerative diseases and that changes in its levels may predispose individuals to the development of such diseases,primarily AD[32].

Interestingly,silencing transcription factor RE1(REST),also known as the neuron restrictive silencer factor,is a specific transcription factor that binds to the RE-1/NRSE response elements and recruits a set of co-repressors to silence the transcription of neural genes.In this respect,REST is associated with HDAC1/2 enzymes,histones methyltransferase such as G9a(methyltransferase of H3K9),as well as CoREST,LSD1,MeCP2,and C-terminal binding protein,which are related to transcriptional repression.REST is expressed at low levels in differentiated neurons[33];therefore,REST represses genes that promote cell death and AD,induces stress response genes,and protects neurons against oxidative stress and β-amyloid toxicity.REST induction is a result of normal aging in human cortical and hippocampal neurons,and the involved signaling pathways include the Wnt signaling.However,the expression of REST is reduced in AD.In AD,REST is not detected in the cell nucleus but appears in autophagosomes along with misfolded pathological proteins[34].Thus,the presence of REST during aging is correlated with preservation and longevity,suggesting that REST may generate neuroprotection in the aging of the brain while its decrease may lead to neurodegeneration[34].

MODELS TO STUDY AD EPIGENETICS

The importance of epigenetic mechanisms in AD has been demonstrated through studies using cell cultures,transgenic animal models for AD,and induction of AD by the injection of β-amyloid 1-42 in rats,as well as antemortem and postmortem studies of samples from AD patients.For example,antemortem and postmortem studies have been performed on monozygotic twins,in which one twin was diagnosed with AD,while the other twin did not present any type of dementia.The twin with AD was a chemical engineer who,due to his work,maintained constant contact with pesticides.This twin developed his first symptom of the disease at 60 years old,characterized by a progressive memory loss,with death at 76 years.His twin brother was also a chemical engineer,with the same education,but in a different work environment;this twin died at the age of 79 years of prostate cancer,but without cognitive damage.The presence or absence of AD was confirmed after death[35].These studies highlight the importance of epigenetics in AD progression in individuals,even among those with identical genetics.

Although models of transgenic mice are a key component of AD studies,none of these models have been able to produce all characteristics of AD.There is still a need for an“ideal”model that develops all clinical and pathological features,ranging from cognitive and behavioral deficits to molecular aspects,including b-amyloid plaques,tau tangles,synaptic and neuronal loss,and neurodegeneration.Different transgenic mouse models have been generated with several modifications to promote the production and accumulation of β-amyloid and tau protein(Table 1).

EPIGENETIC MECHANISMS OF ALZHEIMER DISEASE

DNA methylation in AD

The methylation and demethylation processes of DNA are altered in AD.In one study,the levels and distribution of 5-mC and 5-hmC were evaluated in several regions of the brain during the aging of wild-type and triple transgenic(3xTG–AD).The researchers observed a global reduction in 5-mC and an increase in 5-hmC in the brain of aged 3xTG–AD mice in comparison with the wild-type[36].These data suggest an abnormal establishment of permissive chromatin,which may lead to an increase in several markers linked to AD[36](Figure 1).

Decreases in the DNA methylation of hippocampal and cerebral cortex cells have generally been observed in AD.For instance,in cortical neurons from postmortem AD brains,the 5-mC levels were lower than those of healthy controls.Similarly,low 5-mC levels have been reported in the hippocampus,cerebral cortex,and cerebellum of AD patients[37-39].Furthermore,some methylation maintenance factors,such as DNA methyltransferase 1 and methylated DNA-binding 2,were found to be decreased in the AD hippocampus in contrast to healthy controls[39].Interestingly,in the abovementioned study on monozygotic twins,5-mC was found in the neurons,microglia,and astrocytes of the healthy twin,but not in the brain of the AD twin,demonstrating a reduction in DNA methylation in several cell types in the AD brain[35].

In contrast,the expression of several genes increases upon reduced DNA methylation(hypomethylation),although many of these reports have not been fully validated.Some examples include theAPPgene,which encodes theAPP.APPgene is silenced by methylation of its promoter region;however,during aging,this gene is demethylated,promoting its expression and consequently,the accumulation of βamyloid in the brain[40-43].Nevertheless,some studies suggest no changes in the DNA methylation status of theAPPgene for a healthy brain in comparison with AD[44,45].Moreover,normal brain samples were compared with postmortem AD brain samples,and it was reported that the promoter of theBRCA1gene,which encodes a DNA repair protein,is hypomethylated in the AD brain.Under these conditions,this gene has a high expression level,whereas the BRCA1 protein appears to be sequestered by tau aggregates.Thus,alterations in the expression and functions of BRCA1 may be involved in the deterioration of AD[46].In addition,it has been reported that the hypomethylation of intron 1 of the triggering receptor expressed on myeloid cells 2 gene,which is principally expressed in microglia,may induce inflammation pathways associated with AD development.Importantly,triggering receptor expressed on myeloid cells 2 expression is augmented in the hippocampus and leukocytes of AD patients,suggesting its potential as a biomarker for this disease[47-49].

Table 1 Mouse models used for the study of Alzheimer disease

However,studies have also reported augmented DNA methylation in regulatory regions for some genes involved in AD.For instance,methylation of an alternative promoter for the rare coding variant in the phospholipase D3 gene is increased in the AD hippocampus[50],affecting the function of rare coding variant in the phospholipase D3 protein in the processing ofAPP.Furthermore,increased methylation of the promotor for the brain-derived neurotrophic factor(BDNF)gene,which encodes a key protein implicated in the maintenance of adult cortical neurons and cognoscitive functions,has also been reported in the brain and peripheral blood of AD patients[51-53].In contrast,it has been reported that methylation of the phosphatidylinositol binding clathrin assembly protein gene in blood cells from AD patients is most likely related to disrupted cognitive functions,as the phosphatidylinositol binding clathrin assembly protein is involved in modulating the production,transport,and abundance of βamyloid peptide[54].Therefore,the DNA methylation status associated with the expression of several specific genes is altered in AD,occurring in the hippocampus,cerebral cortex,and some in peripheral blood cells,demonstrating their potential as putative biomarkers for this disease.

Histone acetylation and deacetylation in AD

With transgenic mice as an AD model,it has been determined that HDAC2 is primarily expressed in the hippocampus and prefrontal cortex and reduces the density of dendritic spines,the number of synapses,synaptic plasticity,and memory formation in comparison with wild-type mice[55,56].Additionally,by studying the neurodegeneration process in the brain of CK-p25 mice,researchers detected high levels of HDAC2 and reduced histone acetylation for genes related to learning and memory,as well as the inhibition of genes related to neuroplasticity[57].HDAC1/2 expression abated in microglia from AD transgenic mice reduced amyloid load,improving cognitive function[58].Furthermore,in the study of monozygotic twins(previously mentioned),HDAC2,and HDAC9 expression levels in peripheral blood cells were higher in the AD twin than in the healthy twin[59].Also,increased HDAC3 expression is associated with a decreased memory in the brains of AD mouse models,whereas the loss of HDAC3 expression,experimentally induced in the dorsal hippocampus,appears to improve memory[60-62](Figure 2).

In addition,HDAC6 is increased in the cortex and hippocampus of AD patients,and it colocalizes with the tau protein in the hippocampus,whereas a reduction in the levels of tau is observed when HDAC6 levels are decreased[63].It was reported that reduced HDAC6 levels might improve cognitive activity in double transgenic mice(APPPS 1-21 /HDAC6–/–)[64].In contrast,in one report that usedHDAC4 knock-out mice suggested that the lack ofHDAC4 reduces learning and memory.Thus,some HDACs are overexpressed in AD patients,whereas HDAC4 seems to decrease synaptic plasticity and memory formation[65].

The acetylation of tau promotes pathological tau aggregation,but SIRT1 can deacetylate tau.Nonetheless,SIRT1 expression levels are decreased in the cortex in AD[66-68].Additionally,several AD mouse models have been treated withHDACinhibitors such as sodium butyrate,trichostatin A,and valproic acid and have shown improvements in learning and memory,some of which result from reduced β-amyloid levels[69,70].Some studies on histone modifications have also been reported.For example,a reduction in H3K18ac and H3K23ac has been identified in the AD brains[71].Other potentially relevant modifications are H3K27me3 and H3K4me3 modifications,which are enriched in DNA-hypermethylated regions and are associated with aging and AD[72].

Non-coding RNAs

Several non-coding RNAs are implicated in the differentiation,connections,and functions of the neurons,as well as in neurodegenerative processes,participating in proteostatic mechanisms,mitochondrial dysfunction,apoptosis,and neurotrophic factor reduction in the neurons and glial cells[73].One study reported that intracerebroventricular injection of β-amyloid 1–42 resulted in an AD pattern and deregulation of non-coding RNAs in the hippocampus region[74]that included miRNAs and lncRNAs.Interestingly,it has been proposed a putative role as blood-based biomarkers for some miRNAs in AD[75].For instance,the expression of several miRNAs such as miRNA-29a,miRNA-29b,and miRNA-29c was reduced with an increase inBACE1(β-secretase 1)expression,which is essential for β-amyloid production(Figure 3).This deregulation has been detected in the brain and peripheral blood of AD patients[76-78].In contrast,increased levels of miRNA-7,miRNA-9-1,miRNA-23a/miRNA-27a,miRNA-34a,miRNA-125b-1,miRNA-146a,and miRNA-155 have been observed in postmortem AD neocortex samples in comparison with healthy controls[79].Furthermore,increased miRNA-135a and miRNA-384 Levels and decreased miRNA-193b levels have been found in the serum of AD patients compared with healthy controls[80].Moreover,the upregulation of miRNA-200b and miRNA-200c was detected in Tg2576 transgenic mice.However,the exogenous overexpression of miRNA-200b and miRNA-200c reduced β-amyloid secretion inin vivoandin vitroexperiments[81].Also,it has also been reported that miRNA-107,miRNA-125b,miRNA-146a,miRNA-181c,miRNA-29b,and miRNA-342 Levels are lower in blood cells from AD patients than in blood from healthy patients[82].

Additionally,miRNA-206 is highly expressed inAPP/PSEN1 transgenic mice,mainly in plasma,CSF,and hippocampal regions,correlating with a downregulation ofBDNF,and this phenomenon has also been observed in AD patients[83-85].In another AD model(Tg2576 AD),as well as the brain samples from AD patients,the miRNA-206 expression is also increased and negatively regulates the expression ofBDNFat the transcriptional level,which affects synaptic plasticity and memory[84,86].Moreover,miRNA-206 can be detected in early dementia patients through biopsy of olfactory epithelia[83].AM206,the antagomir of miRNA-206,prevented the pathogenic effect of β-amyloid 1-42 and increased the levels ofBDNF,synaptic density,and neurogenesis after intranasal administration[86,87].Hence,miRNA-20 is considered as a reliable biomarker for AD.Another of the more reliable biomarkers that have been proposed is miRNA-455-3p since its expression is upregulated in serum samples and brain tissues from AD patients,and these results are also corroborated in transgenic mice and AD cell lines(skin fibroblasts and lymphoblast cells).Thereby,miRNA-455-3p is also suggested as a potential peripheral biomarker for this disease[88].Thus,miRNAs appear to be relevant indicators of AD progression,and the detection of these miRNAs in the blood may be a powerful tool for this disease(Figure 3).

Similarly,microarrays and RNA-seq studies have found significant changes in lncRNA expression in the AD brain compared with control brain samples[89,90].For instance,an increase in lncRNA-51A has been reported in AD;lncRNA-51A is known by modulating the splicing of sortilin-related receptor 1(an important gene for traffic and recycling of the β-amyloid precursor),reducing the synthesis of sortilin-related receptor 1 variant A.Consequently,APP processing is altered,and β-amyloid production is increased,which promotes AD progression[91].As another example,lncRNA-17A levels are also increased in AD and regulate the alternative splicing of the GABABreceptor;moreover,this lncRNA promotes β-amyloid secretion in response to inflammatory signals[92].A previous study identified an antisense lncRNA forBACE1,which was termed lncRNA-BACE1-AS.Throughin vivoandin vitroassays,lncRNABACE1-AS was shown to confer stability toBACE1mRNA,which increases β-amyloid production and AD development.Furthermore,β-amyloid 1-42 overexpression and stressing factors appear to increase lncRNA-BACE1-AS levels,resulting in amyloid protein aggregation.In both AD patients and a murine AD model(APP 695SWE/IND;TgCRND8 or Tg19959),lncRNA-BACE1-AS expression is augmented[93].Moreover,it has been observed that lncRNA-BC1 is highly expressed in brains from Tg2576-APPswe mice,another mouse model used to study AD.This lncRNA promotes the translation ofAPPmRNA,which increases the production and aggregation of βamyloid peptide[94].Levels of lncRNA- early B cell factor 3(EBF3)-AS,i.e.,an antisense lncRNA forEBF3,are increased in the hippocampus of APP/PSI mouse model for AD.The authors of this study proposed that lncRNA-EBF3-AS may induce EBF3 expression to stimulate neuronal apoptosis under AD conditions[95].

Figure 2 Epigenetics changes in Alzheimer disease.Alterations in epigenetic mark patterns are observed in the brain(primarily the hippocampus,cortex)and peripheral blood(1)under Alzheimer disease conditions in comparison to normal conditions.HDAC:Histone deacetyltransferase;DNA:Deoxyribonucleic acid;miRNA:MicroRNA;lncRNA:Long non-coding RNAs;5-mC:5-methylcytosine;5-hmC:5-hydroxymethylcytosine.

CONCLUSION

Despite the complexity involved in understanding and treating AD,epigenetic mechanisms have emerged as potential elements of this disease.To date,studies have reported several modifications in the epigenome of brain cells under AD conditions respect to normal conditions.Importantly,some of these changes have been detected in peripheral blood cells,rendering these changes as promising biomarkers for this disease.The application of HDAC inhibitors has demonstrated beneficial results for several AD mouse models[96-105],impacting β-amyloid levels,tau phosphorylation,and hippocampus dendritic spine restoration,improving learning and memory.Thus,the modulation of the epigenetic modifications in AD,and the identification of epigenetic determinants for healthy aging and those for pathological neurodegeneration requires to be deeply studied(Figure 4).

Figure 3 Regulation of β-amyloid production pathway and its epigenetic alterations.The deregulation of some miRNAs and some epigenetic modifications increase the production,secretion,and accumulation of β-amyloid.Furthermore,some long non-coding RNAs(lncRNA),such as lncRNA-51A,lncRNABC1,lncRNA-17A and lncRNA-BACE-AS are involved in the overproduction of β-amyloid.Pink and blue arrows indicate an increase and decrease of expression,respectively.AD:Alzheimer disease;APP: β-amyloid precursor protein;lncRNA:Long non-coding RNAs;miRNA:MicroRNA.

Figure 4 Relevance of epigenetics in aging,neurodegeneration,and Alzheimer disease.Changes in the epigenomes are detected during aging,from young to older people,and in Alzheimer disease(AD)patients.The senescent cells are accumulated during aging.The expression of genes associated with neurodegeneration is increased,whereas the expression of genes associated with neuroprotection is decreased during aging.All these changes are increased in AD patients.A connection between these processes may be critical in aging and during the progression of AD.