Get Permission Sudershan, Bharti, Sheikh, Wani, Kumar, and Kumar: Epigenetics in migraine: A review


Introduction

Genetic diseases are caused by direct mutations in "genes," which are known to be a critical component of the human genome (~1.1%) and are responsible for providing the first comprehensive glimpse of our genetic ancestry.1 But, the introduction of a new notion i.e., "heritable change in the genome that cannot be explained by mutation " has significantly changed the way things about the subject2 which is now referred as “epigenetics”. The word "epigenetics" has expanded over time to encompass chromatin modification such as methylation, acetylation, phosphorylation, ubiquitylation, and sumoylation,3 chromatin structure sensitivity (DNase hypersensitivity), and control of gene expression (post-transcriptionally through non-coding regulatory RNA) collectively referred as “epigenome”. These epigenetic modifications are retained during numerous cycles and differentiation, allowing cells to have diverse identities while holding the same genetic material. But, improper maintenance or failure of heritable epigenetic marks leads to various disorders such as inflammatory disorder, cancer4, 5, 6, 7, 8, 9 where epigenetics has advanced at a breakneck rate and these alterations have now become one of the disease hallmarks.

In the case of migraine, epigenetics represents a unique step towards determining the causative hidden dots, which will, in turn, help in the process of determining the appropriate treatment for migraine. Migraine is a complex neuro-inflammatory disorder characterized by a "reduced threshold of neuronal hyper-excitability" termed "the migrainous brain" which leads to vascular dysfunction and has a particular periodicity.10, 11 Migraine is known to be the 7th most disabling disorder,12 with the highest disability-adjusted life years (Figure 1), and repeatedly a migraine attack can harm neurons and may contribute to dementia.13, 14 In India, the disability-adjusted life years (DALYs) per 100,000 is 552.79 (Figure 2) with high prevalence high prevalence.15, 16, 17 It affects 2.7 percent to 10.0 percent of younger children (both sexes are affected equally), but as children get older, the female sex hormone affects more females (12 percent -17 percent) (Estrogen) and males with 4% -7%.18, 19 Migraine has multifactorial involvements including environment, genetic,10, 20 brain structure abnormalities, and their interaction21 (Figure 3). The various pathological mechanism has been already established20, 22, 23 but there are still matters of contention that what is the seed etiology of the condition. Finding a causal agent for complex diseases is a monumental task because it is the consequence of environmental influences, genetic aberrations, and their interactions24 and thus needs a differential approach.

The inheritable epigenetic marks, which can be assessed as a novel type of risk attribution in addition to genetic differences, have already been the focus of an investigation by a wide variety of research organizations that have just started doing so. As a result, we attempted to analyze and combine all of the previously published studies associated with the topic of "epigenetics in migraine" to provide some ideas that may also be used in migraine research and to motivate additional exploration.

Materials and Methods

A structured research article and review of the literature were searched in the electronic databases of Google Scholar, PubMed, Springer, and Elsevier until Nov 2022 using keywords “epigenetics”, “epigenetics and complex disorder”, “epigenetics and cancer”, “inflammatory diseases caused by epigenetics mechanism”, “neurodegenerative disorders”, “epigenomics”, and “epigenetics and neurodegenerative” “methylation pattern and neurodegenerative disorders”. The relevant writers independently verified the data's validity.

Background

Migraine is a polygenic, dysautonomic, complex neurological condition10 that is classified into two main types such as spontaneous migraine which include MA (Migraine with Aura), and MWA (Migraine without Aura) and secondly the chronic migraine (more than 14 migraine attacks/ month) by International Criteria for Headache Disorder -3rd edition (ICHD-3). Cardinal symptoms include unilateral headache, vomiting, phonophobia, and photophobia in addition to these some patients experience stomach and abdominal pain, dizziness, pale skin color, tiredness, etc. (ICHD-3). Many medicines have been produced but no cures are yet available, since all medicines are symptomatic medicines.25 Migraine co-morbidity problems include depression, metabolism, and diabetes-mellitus, ischemic strokes, hypertension, asthma, dementia, cardiovascular glaucoma, open-angle glaucoma, chronic renal disorders, sleep disorders, epilepsy.26, 27

Concerning risk attribution, different factors are found such as environmental influences that include everything that isn't inherited such as weather conditions: cold, hot, wind, sunlight, diet: caffeine, vegetarian, non-vegetarian, dairy products, alcohol consumption, smoking, insufficient water intake, stress, which further can be physiological (loneliness, social disruption, work environment, and social integration) oxidative stress (imbalance between the generation of reactive oxygen species (ROS) and antioxidant defense systems) which may be responsible for the disruption of various structural proteins,28, 29 so-called non-genetic factors. Other than environmental variables, genetic variations such as missense variation cause changes in protein sequence and other nonsynonymous substitutions (silent mutation)30 are also responsible for increasing the risk susceptibility. Genome-wide association study (GWAS) has revolutionized the theme of genomics in finding the novel disease susceptibility genes associated with migraine31 from the population which is an advantage over candidate gene association study32 but have some disadvantage too.33 The total phenotypic variance “heritability” is 0.374,34 and using polygenic risk score (PRS), there is about 5.5% of phenotypic variance in families with MA, 3.5% with MO, and 8.2% with FHM.35

But other than genetic variations, epigenetics have been expanded over time to encompass chromatin modification such as methylation, acetylation, phosphorylation, ubiquitylation, sumoylation, chromatin structure (DNase hypersensitivity), and control of non-coding regulatory RNA collectively referred to as “epigenome” and any dysregulation have a critical role in the pathogenesis of several complex disorders.36, 37

DNA methylation

Methylation is an essential process in gene silencing,38 and the site is the cis-regulatory sequences comprised mostly of promoters having typical CpG dinucleotide (~70% of gene promoters connected to it) known as the CpG island (CGIs). These CGIs are short (~1000 bp long), dynamic, and preserved spreading DNA sequences with heavily methylated cytosine strongly correlate to the stable shutdown of the corresponding promoter.39 These methyl groups are added by DNA methyltransferases (DNMTs) which are donated by S-adenosylmethionine (SAM).40 Various approaches, including methylation-specific microarrays and sequencing tools, have been developed during the last decade to examine these methylation patterns, which are referred to as epigenome-wide association studies (EWAS).

Many research groups have explored such methylation patterns in many genes which are important for migraine expressions, such as Labruijere and group performed animal experiments (Female Sprague Dawley rats) to investigate whether DNA methylation in rats may be representative of that in humans. They found a high degree of concordance between human and rat DNA methylation, suggesting that it is possible to study effects on DNA methylation in rat tissues that are difficult to obtain from humans, they also found the variation of DNA methylation in the CRCP, CALCRL, ESR1, and NOS3 genes suggests that these genes are prone to changes in DNA methylation.41

Wan and group have founded lower methylation levels at different CpG units such as +89, +94, +96 in the RAMP1 gene where they found that decreasing the methylation will significantly increase the migraine thus showing an inverse relationship, they also found +25, +27, +31 CpG island association with migraine having a family history.42

Winsvold and group conducted a retrospective case-control study to discover DNA methylation associated with the transformation of episodic migraine to chronic headaches, during an 11-year follow-up period. They found the significant CpG site at the SH2D5 gene, NPTX2 (76 kb downstream), and GRID2 (glutamate receptor d2, an ionotropic glutamate receptor) (brain, blood, and cerebellum). These proteins coding genes have putative roles in synaptic plasticity regulation.36 They supported the notion of “epigenetics in migraine” by providing pieces of evidence of epigenetics regulation of synaptic plasticity in headache Chronification.37

An epigenome-wide association study by Gerring and group43 has founded novel hypomethylated loci in many genes such as SLC6A5, SLC2A9, and SLC38A4 (pre-synaptic glycine transporter, facilitative glucose transporter, and sodium-dependent neutral amino acid transporter respectively), DGKG (Diacylglycerol Kinase Gamma) (responsible for transforming diacylglycerol/DAG into phosphatidic acid and controls the levels bioactive lipids,44 CFD (Complement Factor D) a serine peptidase catalyzes the cleavage of factor B of complement activation,45 DOCK6 (Dedicator Of Cytokinesis 6) are components of intracellular signaling networks and act as guanine nucleotide exchange factors.46

Terlizzi and colleagues47 discovered the most significant hypomethylated CpG sites in genes that are known to be associated with migraine such as COMT (catechol-O-methyltransferase), which is responsible for the catalysis of the transfer of a methyl group from S-adenosylmethionine to catecholamines (dopamine, epinephrine, and norepinephrine) and results in catecholamine transmitter degradation (GeneCards), GIT2 (GRK-Interacting Protein 2) interacts with G protein-coupled receptor kinases and has ADP-ribosylation factor (ARF) GTPase-activating protein (GAP) activity,48 and hypomethylation of CpG site near ZNF234 gene (Zinc Finger Protein 234) a nucleic acid binding and DNA-binding transcription factor activity, and SOCS1 (Suppressor Of Cytokine Signaling 1)49 found in MOH (Figure 4).

Enclosing the section, these studies suggested that DNA methylation is an important epigenetic mechanism in regulating the expression of a gene associated with migraine.

Covalent histone modification

Histones proteins are positively charged molecules and are sites for post-translational modifications such as histone acetylation and methylation. Acetylation mediates the regulation of genes by the addition of acetyl groups from acetyl-CoA to lysine residues by histone acetyl-transferase (HATs) and the removal of acetyl group by Histone deacetyl-transferase (HDACs).50 On the other side, histone methylation includes mono-, di-, and tri-methylation by an enzyme called Histone methyl-transferase (HMTs) which uses SAM as a coenzyme to transfer methyl groups to lysine or arginine residues of substrate proteins.51 Active gene expression is mediated by the modification of histones such as H3K4, H3K36, and H3K791 whereas H3K9, H3K27, and H4K20 are generally associated with gene silencing. The EZH2 (enhancer-of-zest homolog 2) subunit within the PRC2 (polycomb repressive complex 2) complex, is an H3K27 methyltransferase responsible for all three states of H3K27 methylation 9.52

Histone modification “Epigenetics Regulation of Microglial cells in migraine”, there is a piece of evidence that activation of the microglial cell is regulated by the epigenetics mechanisms via EZH2 mediates H3K27me3.53 H3K27me3 is traditionally a repressive mark but was found to be associated with the proliferation of cells, inflammation, and phagosome.54 CGRP binds to its receptor complex (CGRPR, RAMP1, and RCP)55 responsible for the activation of microglial activation and inflammation-related gene56 expression via EZH2 mediate H3K27me3. Histone modification (H3K27me3) in the regulatory sequences of genes by EZH252 in the microglial cell is upregulated via PKA/PKC signaling pathway57, 58 (Figure 5). It is believed that under inflammatory circumstances RAMP1 (also under epigenetic regulation) (CGRP receptor subunit) is expressed on the microglial cells which indicate selectivity for CGRP.54

Genes that are mostly regulated by this mechanism are TRAF3IP2 and BCL2L11 (apoptotic genes), ITGAM, DAB2, NLRP12, WNT3, ADAM10 (protease) which are related to the proliferation of the cell, production of proinflammatory cytokines, and neurogenic neuroinflammation. Apoptotic genes mentioned above are repressively regulated while WNT3 overexpression stimulated BDNF (Brain-derived neurotrophic factor) responsible for neuropathic pain.58

ADAM10 (A Disintegrin and Metalloproteinase Domain 10) a protease possessing both potential adhesion and protease domains and responsible for the cleavage of CX3CR1 (C-X3-C Motif Chemokine Receptor 1) MCP-1 (Monocyte Chemoattractant Protein-1) acts as a ligand for C-C chemokine receptor CCR2 and are expressed in culture microglial cells by EZH2 mediate H3K27me3 following CGRP treatment54, 59 and TNF-α (Tumor Necrosis factor-alpha).60 CX3CR1 a microglial-specific receptor acts as a regulator of the inflammation process and plays a key role in brain microglia by regulating the inflammatory response in the central nervous system (CNS) via p38MAPK/PKC pathway.61 Microglial-neuronal interactions, which may be linked to chemotaxis, may impact nociceptive signals via the production of pro-inflammatory cytokines and neurotrophins.62

Environmental factor also influences the epigenetic mechanism including stress,37 dietary factor (Vit B6, Vit B12, and Folate), and alcohol[50] substantial results in DNA hypomethylation as a result of the significant reduction in tissue SAM. Enzymes in gene regulation including kinases, acetyltransferases, and methyltransferases consume key metabolites such as SAM for methylation, ATP for phosphorylation, and acetyl-CoA, NAD+, NADH, and acetyl-ADP-ribose for acetylation.63

miRNAs

Post-transcription gene regulation is mediated by the non-coding RNA called micro-RNA (miRNAs) featured as small non-coding RNA (up to 22 nucleotides and are encoded by the miRNA gene located in the different parts of the genome.64 MiRNAs regulate around 30% of protein-coding genes and up or down-regulation of these could be the causative one of diseases.65

During the last few years, various researchers have explored different miRNAs that are responsible for causing migraine. Tafuri and group conducted a pilot study where they used quantitative real-time polymerase chain reaction to validate circulating microRNA expression profiling of miR-22, miR-26a, miR-26b, miR-27b, miR-29b, let-7b, miR-181a, miR-221, miR-30b, and miR-30e. They found significantly higher expression of miR-27b and down-regulated miR-181a, let-7b, and miR-22, and levels of miR-26a, miR-29b, miR-30b, miR-30e did not reach statistical significance.66

The serum microRNA profiles of migraineurs in attacks and pain-free periods using the microRNA (miRNA) arrays are evaluated by Andersen and group with two cohorts, 24 migraines with age- and gender healthy controlled and found miR-34a-5p showing a 9-fold increase in expression whereas miR-29c-5p and miR-382-5p showed modest 4.2 or 4.1 increases, respective. respectively (). Upregulated miR-382-5p was also a biomarker for migraine compared with the healthy control group for migraine in pain-free periods.67

A pilot study with an exploratory study design adopted by Cheng and group to detect the circulating levels of miRNAs, such as miR-155, miR-126, miR-21, and Let-7g in migraine patients and found the significantly elevated miR-155, miR-126, and Let-7g in the sufferer. The results of this study include endothelial-specific miRNA levels in the blood are greater and they also consider migraine patients to be connected with syncope comorbidity.68

Gallelli and group conducted pilot research in which they extracted RNA from saliva and serum for expression analysis of hsa-miR-34a-5p and hsa-miR-375 using the quantitative real-time polymerase chain reaction (qRT-PCR). They discovered a significant rise in hsa-miR-34a-5p and hsa-miR-375 in aura-untreated patients as compared to control participants and aura-treated patients. They also used the Insilco tool to determine the target gene and discovered 88 and 39 anticipated target genes for hsa-miR-34a-5p and hsa-miR-375, respectively, out of which only those genes are selected which were associated with pain-migraine. At last, they concluded that hsa-miR-34a-5p and hsa-miR-375 are useful biomarkers of disease and treatment efficacy in aura patients (Figure 4).69 Interestingly, it has been shown by Brás and group that, miR-342-driven NF-kB/p65 activation by TNF-α leads to increased secretion of TNF-α and IL-1β in an autocrine manner by promoting degradation of BAG-1 as a negative regulator of pro-inflammatory NF-kB (inducer of TNF- α) in microglia.70 The production of pro-inflammatory cytokines and neurotrophins may influence nociceptive signals via microglial-neuronal interactions, which may be attributed to chemotaxis.

Figure 1

Global Disability-Adjusted life Years (DALYs)rate per 100,000: Global Disability-Adjustedlife Years (DALYs) rate per 100,000 for both sexes and all age group:Italy with highest DALYs rate (775.25 per 100,000), lowest in Ethiopia (266 per100,000), and in India (552.79 per 100,000)(https://vizhub.healthdata.org/gbd-compare/).

https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/45a867b9-a811-40de-b07e-48ad66d001da/image/85810434-0906-4730-b6a9-9e62a452a3dc-uimage.png

Figure 2

India Disability-Adjusted life Years (DALYs) rate per 100,000: India Disability-Adjusted life Years (DALYs)rate per 100,000 for both sexes and all age group: Andaman-Nicobar with highestDALYs rate (594.06 per 100,000), lowest in Bihar (513 per 100,000), and in ourUT Jammu and Kashmir (559.2 per 100,000)(https://vizhub.healthdata.org/gbd-compare/).

https://typeset-prod-media-server.s3.amazonaws.com/article_uploads/45a867b9-a811-40de-b07e-48ad66d001da/image/7ab7938a-7b4d-4f39-9ff7-877cbd6dfdf1-uimage.png

Figure 3

Venn diagram representation: Interaction betweendifferent factors including genetics, epigenetics, environmental factors, andbrain structural abnormalities

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Figure 4

Epigeneticsin migraine: Upward reflect many genes that have been linked to epigeneticregulation (DNA methylation) in migraine. MiRNAs known to be linked withmigraine are represented below.

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Figure 5

Activation of EZH2 “Histonemethyltransferase (HMT)” in microglial cells through p38 kinase: Calcitonin gene related peptide(CGRP), a potent neuropeptide binds to CGRP-receptor (CGRPR) “a GPCR” with thehelp of RAMP1 and RCP (CGRPR associated protein) and cause its activation. Uponactivation of CGRPR, trimeric G-protein (GTPase) is activated (Gαs) anddissociates from its trimeric structure which cause activation of effectorprotein AC (adenylate cyclase) which is responsible for the forming ofcyclic-AMP (cAMP) from ATP. cAMP act as regulatory protein to regulate thefunction of PKA (protein kinase-A:Ser/Thr protein kinase family)by binding to the PKA regulatory subunit. PKA phosphorylate downstreamsignaling protein “ERK” which further phosphorylate MAP3K (MitogenActivated Protein 3 Kinase) which further activate MAP2K (Mitogen ActivatedProtein 2 Kinase). MAP2K is responsible for the activation of p38 byphosphorylation. p38 highly versatile protein kinase which is imported into thenucleus with the help of IMPORTIN protein and where p38 phosphorylate EZH2(Histone-Methyl-Transferase). EZH2-HMT add methyl group (recruitedfrom s-adenosyl-methionine: SAM) to H3K27me3. Methylated H3K27increases the expression of different gene which is important for cellproliferation, regulation of inflammatory responses and Chronification.

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Discussion

Finding a causal agent for complex diseases is a monumental task because of the consequence of environmental influences, genetic aberrations, and their interactions and thus needs a different approach.[24] Migraine is a complex condition and has multifactorial involvements and other than non-genetic and genetic variation, the notion of “epigenetic as a novel risk for migraine pathogenesis” has been growing exponentially.71 Epigenetics has encompassed chromatin's wide array of gene regulation modifications such as methylation, acetylation, phosphorylation, ubiquitylation, and sumoylation chromatin structure sensitivity (DNase hypersensitivity), and control of gene expression (post-transcriptionally through non-coding regulatory RNA).3 The interaction of multiple elements including genetics, epigenetics, environmental factors, and abnormalities enhances the condition's vulnerability and consequently raises the disease's chance.

Epigenetics is a broad topic that goes beyond the scope of this study but we tried to establish the relationship between migraine and epigenetics and thus provide some ideas that may help in migraine research and serve as motivation for future research. Different genes have been discovered for the last decades which are under epigenetics regulation specifically by DNA methylation and also by miRNA. Aberrant DNA methylation pattern including hypermethylation and hypomethylation leads to a change in the expression of the genes (upregulation, and downregulation respectively). SLC6A5, SLC2A9, and SLC38A4, DGKG, DOCK6, COMT, GIT2, ZNF234, SOCS1 are some examples with their hypomethylated CpG island. EZH2, a DNMTs enzyme is generally associated with the downregulation of gene expression but in the case of microglial, it is responsible for the upregulation of various genes including TRAF3IP2, BCL2L11, ITGAM, DAB2, NLRP12, WNT3, ADAM10.54

Another element of gene regulation is, a small (~22 nucleotide) non-coding RNA called miRNAs are associated with different diseases65 and also with migraine. MicroRNA expression profiling by different research group has found increased expression of different miRNAs including miR-27b, miR-34a-5p, miR-29c-5p, miR-382-5p, miR-155, miR-126, Let-7g, hsa-miR-34a-5p, hsa-miR-375. Discovering the varied expression of miRNAs that causes functional gains and losses, leading to distinct diseases including neurodegenerative disorders72 and has now become a useful tool in diagnosis, prognosis, and therapy. Emerging improvements in pharmaco-epigenomics are given through a precision medicine approach has recently given new hope for their use in therapy. MiRNA pharmaco-epigenomics may provide new insights into individual drug heterogeneity and response that might lead to more effective treatments. Recently, much attention was paid to the therapeutic potential of miRNAs (miRNA medicinal products) in cancer.73 MiRNAs have been postulated as potential migraine biomarkers which are easily accessible from the saliva,69 and based on current evidence these play a role in migraine pathogenesis via solely or may be due to complex interaction (epigenetics and environment). Information has however just begun and new studies are needed for knowledge in the field of the therapeutic role of miRNAs, the drug ability of miRNAs; and the modulation effects of current abortive and preventative drugs on miRNAs in migraine.74

It should be noted that epigenetics has greatly influenced by environmental factors including stress37, 75 which can be psychological76 or maybe oxidative, and also including lifestyle factors77 alcohol,50 dietary factor (Vit B6, Vit B12, and Folate),78 tobacco smoke alters DNA methylation (reversible change),79 obesity,80 environmental toxins, physical activity, green tea components.78 Enzymes in gene regulation including kinases, acetyltransferases, and methyltransferases consume key metabolites such as SAM for methylation, ATP for phosphorylation, and acetyl-CoA, NAD+, NADH, and acetyl-ADP-ribose for acetylation.63

To this end epigenetics play a vital role in the pathogenesis of migraine and also uplifts the transition of migraine from episodic to chronic and more research is however needed into the effectiveness of miRNAs as therapeutic goals.

Future perspective

Pharmacological treatment aims to swiftly restore function while reducing the risk of resurgence and minimizing the adverse effects. Migraine treatment is complicated, involving acute and preventive measures as well as several therapeutic approaches. There are two types of migraine treatment modalities i.e., migraine-specific and migraine nonspecific medications. Different medicines have been produced but no cures are yet available, since all medicines are symptomatic medicines.25

Because of recent scientific discoveries and an understanding of the relevance of epigenetics in many human illnesses, epigenetics research has a promising future. Advance in high-throughput sequencing methods and advanced algorithms is used to analyze the massive amounts of data provided by sequenced epigenomes. The epigenomic data will allow researchers to uncover novel epigenetic marks and their roles in various tissues, developmental stages, and disease states. The role of epigenetics in migraine opens a new door for curing the disease. Overall, researchers believe that epigenetics may provide novel and unique insights into a more comprehensive interpretation of migraine symptoms, therefore enhancing migraine nosology, treatment, and prevention. Shortly, epigenetic processes will undoubtedly aid the creation of improved therapeutic routes and medicines.

This review is limited since there haven't been a lot of studies done on epigenetics in migraine compared to other diseases like cancer and inflammatory disorders. However, epigenetics, with its novel, inspiring, and significant contribution to the development of diseases, opens the door for future investigations, which are required to determine the extent of the condition's cause. Information on miRNA pharmaco-epigenomics has however just begun and new studies are needed for knowledge in the field of the therapeutic role of miRNAs, the drug ability of miRNAs; and the modulation effects of current abortive and preventative drugs on miRNAs in migraine. These briefly covered ideas here to provide some ideas that may also be utilized in migraine research and to serve as motivation for future research.

Conclusion

Migraine is not only caused by non-genetic factors/ environmental factors or by brain structural alterations or by genetic variations but also by alteration in epigenetics and their interaction too with other elements.

Author Contributions

Detail of the author’s contribution, according to the CRediT (Contributor Roles Taxonomy) System: Parvinder Kumar & Amrit Sudershan conceptualized the study Amrit Sudershan, Shikha Bharti, Javaid Hassan Sheikh, Showkat Ahmad Wani downloaded and filtered the literature, Amrit Sudershan, Parvinder Kumar & Javaid Hassan Sheikh drafted the manuscript, Amrit Sudershan, Parvinder Kumar, & Showkat Ahmad Wani edited the pictures and tables, Hardeep Kumar & Parvinder Kumar edited the manuscript & finalize the manuscript. All authors provided critical feedback on drafts and approved the final manuscript.

Conflicts of Interest

The authors declare that they have no conflict of interest.

Source of Funding

This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.

References

1 

SL Salzberg Open questions: How many genes do we have?BMC Biol2018169410.1186/s12915-018-0564-x

2 

G Felsenfeld A Brief History of EpigeneticsCold Spring Harb Perspect Biol201461a01820010.1101/cshperspect.a018200

3 

B Weinhold Epigenetics: the science of changeEnviron Health Perspect20061143A160710.1289/ehp.114-a160

4 

C Waeber MA Moskowitz Migraine as an inflammatory disorderNeurology20056410 Suppl 2S91510.1212/wnl.64.10_suppl_2.s9

5 

H Long H Yin L Wang ME Gershwin Q Lu The critical role of epigenetics in systemic lupus erythematosus and autoimmunityJ Autoimmunity2016741183810.1016/j.jaut.2016.06.020

6 

ST Jerram MN Dang RD Leslie The Role of Epigenetics in Type 1 DiabetesCurr Diabetes Rep20171721718

7 

B Pasculli R Barbano P Parrella Epigenetics of breast cancer: Biology and clinical implication in the era of precision medicineSemin Cancer Biol201851223510.1016/j.semcancer.2018.01.007

8 

V Laengsri U Kerdpin C Plabplueng L Treeratanapiboon P Nuchnoi Cervical Cancer Markers: Epigenetics and microRNAsLab Med20184924911110.1093/labmed/lmx080

9 

D Sturm H Witt V Hovestadt D A Khuong-Quang D T W Jones C Konermann Hotspot mutations in H3F3A and IDH1 define distinct epigenetic and biological subgroups of glioblastomaCancer Cell201222442537

10 

A Sudershan K Mahajan K Singh MK Dhar P Kumar The complexities of migraine: A debate among migraine researchers: A reviewClin Neurol Neurosurg202221410713610.1016/j.clineuro.2022.107136

11 

A Sudershan M Younis S Sudershan P Kumar Migraine as an inflammatory disorder with microglial activation as a prime candidateNeurol Res20234532001510.1080/01616412.2022.2129774

12 

TJ Steiner GL Birbeck RH Jensen Z Katsarava LJ Stovner P Martelletti Headache disorders are third cause of disability worldwideJ Headache Pain20151615810.1186/s10194-015-0544-2

13 

R E Morton P D John S L Tyas Migraine and the risk of all-cause dementia, Alzheimer’s disease, and vascular dementia: A prospective cohort study in community-dwelling older adultsInternational Journal of Geriatric Psychiatry2019113434

14 

S Islamoska ÅM Hansen HX Wang AH Garde PK Andersen E Garde Mid- to late-life migraine diagnoses and risk of dementia: a national register-based follow-up studyJ Headache Pain20202119810.1186/s10194-020-01166-7

15 

GB Kulkarni GN Rao G Gururaj LJ Stovner TJ Steiner Headache disorders and public ill-health in India: Prevalence estimates in Karnataka StateJ Headache Pain20151616710.1186/s10194-015-0549-x

16 

B Ray N Paul A Hazra S Das S Das M Ghosal Prevalence, burden, and risk factors of migraine: A community-based study from Eastern IndiaNeurol India201765612808

17 

A Sudershan A C Pushap M Younis S Sudershan S Bhagat H Kumar Neuroepidemiology study of headache in the region of Jammu of north Indian population: A cross-sectional studyFrontiers in neurology202313103094010.3389/fneur.2022.1030940

18 

AP Andreou L Edvinsson Mechanisms of migraine as a chronic evolutive conditionJ Headache Pain201920111710.1186/s10194-019-1066-0

19 

S Kumar J K Raina A Sudershan K Mahajan R Jasrotia C Maharana An Association Study of ESR1-XbaI and PvuII Gene Polymorphism in Migraine Susceptibility in the Jammu RegionEur Neurol20238615562 10.1159/000527271

20 

A Sudershan S Sudershan M Younis M Bhagat AC Pushap H Kumar Enlightening the association between TNF-α -308 G > A and migraine: a meta-analysis with meta-regression and trial sequential analysisBMC Neurol202323115910.1186/s12883-023-03174-x

21 

C Jin K Yuan L Zhao L Zhao D Yu KM Von Deneen Structural and functional abnormalities in migraine patients without auraNMR Biomed20132615864

22 

A A P Leao Spreading depression of activity in the cerebral cortexJ Neurophysiol19447635990

23 

H Bolay D Vuralli P J Goadsby Aura and Head pain: Relationship and gaps in the translational modelsJ Headache Pain20192019410.1186/s10194-019-1042-8

24 

A Dempfle A Scherag R Hein L Beckmann J Chang-Claude H Schäfer Gene-environment interactions for complex traits: Definitions, methodological requirements and challengesEur J Hum Genet2008161011647210.1038/ejhg.2008.106

25 

J Peck I Urits J Zeien S Hoebee M Mousa H Alattar A Comprehensive Review of Over-the-counter Treatment for Chronic Migraine HeadachesCurr Pain Headache Rep20202451910.1007/s11916-020-00852-0

26 

GE Tietjen NA Herial J Hardgrove C Utley L White Migraine comorbidity constellationsHeadache20074768576510.1111/j.1526-4610.2007.00814.x

27 

F Antonaci G Nappi F Galli GC Manzoni P Calabresi A Costa Migraine and psychiatric comorbidity: a review of clinical findingsJ Headache Pain20111221152510.1007/s10194-010-0282-4

28 

SM Rappaport MT Smith Epidemiology. Environment and disease risksScience20103306003460110.1126/science.1192603

29 

M Togha S Jahromi Z Ghorbani A Ghaemi P Rafiee An investigation of oxidant/antioxidant balance in patients with migraine: A case-control studyBMC Neurology20191910.1186/s12883-019-1555-4

30 

D Chu L Wei Nonsynonymous, synonymous and nonsense mutations in human cancer-related genes undergo stronger purifying selections than expectationBMC Cancer201919135910.1186/s12885-019-5572-x

31 

P Gormley V Anttila BS Winsvold P Palta T Esko TH Pers Meta-analysis of 375,000 individuals identifies 38 susceptibility loci for migraineNat Genet20164885866610.1038/ng.3598

32 

V Tam N Patel M Turcotte Y Bossé G Paré D Meyre Benefits and limitations of genome-wide association studiesNat Rev Genet20192084678410.1038/s41576-019-0127-1

33 

A Korte A Farlow The advantages and limitations of trait analysis with GWAS: A reviewPlant Methods201392910.1186/1746-4811-9-29

34 

K Wang H Gaitsch H Poon NJ Cox A Rzhetsky Classification of common human diseases derived from shared genetic and environmental determinantsNat Genet201749913192510.1038/ng.3931

35 

AH Rasmussen I Olofsson MA Chalmer J Olesen TF Hansen 35.Rasmussen, A. H., Olofsson, I., Chalmer, M. A., Olesen, J., & Hansen, T. F. (2020). Higher burden of rare frameshift indels in genes related to synaptic transmission separate familial hemiplegic migraine from common types of migraine. Journal of Medical Genetics, 57(9). https://doi.org/10.1136/jmedgenet-2019-106640J Med Genet2020579610610.1136/jmedgenet-2019-106640

36 

B S Winsvold P Palta E Eising CM Page AMJM Van Den Maagdenberg A Palotie Epigenetic DNA methylation changes associated with headache chronification: A retrospective case-control studyCephalalgia20183823122210.1177/0333102417690111

37 

E Eising N Datson AMJM Van Den Maagdenberg MD Ferrari Epigenetic mechanisms in migraine: A promising avenueBMC Med201311112763.10.3390/nu11112763

38 

LD Moore T Le G Fan DNA methylation and its basic function Neuropsychopharmacol201338123810.1038/npp.2012.112

39 

AM Deaton A Bird CpG islands and the regulation of transcriptionGenes Dev2011251010102210.1101/gad.2037511

40 

B Jin KD Robertson DNA methyltransferases, DNA damage repair, and cancerAdv Exp Med Biol201375432910.1007/978-1-4419-9967-2_1

41 

S Labruijere L Stolk M Verbiest R Vries I M Garrelds PHC Eilers Methylation of migraine-related genes in different tissues of the ratPLoS ONE201493e8761610.1371/journal.pone.0087616

42 

D Wan L Hou X Zhang X Han M Chen W Tang DNA methylation of RAMP1 gene in migraine: an exploratory analysisJ Headache Pain20151619010.1186/s10194-015-0576-7

43 

ZF Gerring AF Mcrae GW Montgomery DR Nyholt Genome-wide DNA methylation profiling in whole blood reveals epigenetic signatures associated with migraineBMC Genomics20181916910.1186/s12864-018-4450-2

44 

M Kai F Sakane S I Imai I Wada H Kanoh Molecular cloning of a diacylglycerol kinase isozyme predominantly expressed in human retina with a truncated and inactive enzyme expression in most other human cellsJ Biol Chem19942698184928

45 

JE Volanakis SVL Narayana Complement factor D, a novel serine proteaseProtein Sci199654553410.1002/pro.5560050401

46 

Y Miyamoto J Yamauchi A Sanbe A Tanoue Dock6, a Dock-C subfamily guanine nucleotide exchanger, has the dual specificity for Rac1 and Cdc42 and regulates neurite outgrowthExp Cell Res2007313479180410.1016/j.yexcr.2006.11.017

47 

R Terlizzi M G Bacalini C Pirazzini G Giannini G Pierangeli P Garagnani Epigenetic DNA methylation changes in episodic and chronic migraineNeurol Sci201839Suppl 167810.1007/s10072-018-3348-8

48 

RT Premont A Claing N Vitale SJ Perry RJ Lefkowitz The GIT family of ADP-ribosylation factor GTPase-activating proteins. Functional diversity of GIT2 through alternative splicingJ Biol Chem200027529223738010.1074/jbc.275.29.22373

49 

S Kamizono T Hanada H Yasukawa S Minoguchi R Kato M Minoguchi The SOCS Box of SOCS-1 Accelerates Ubiquitin-dependent Proteolysis of TEL-JAK2J Biol Chem200127616125308

50 

S Zakhari Alcohol metabolism and epigenetics changesAlcohol Res2012351616

51 

SW Ragsdale Catalysis of Methyl Group Transfers Involving Tetrahydrofolate and B12Vitam Horm20087929332410.1016/S0083-6729(08)00410-X

52 

H Li Q Cai A K Godwin R Zhang Enhancer of zeste homolog 2 promotes the proliferation and invasion of epithelial ovarian cancer cellsMolecular Cancer Res20108121610810.1158/1541-7786.MCR-10-0398

53 

M Cheray B Joseph Epigenetics control microglia plasticityFront Cell Neurosci20181210.3389/fncel.2018.00243

54 

Q An C Sun R Li S Chen X Gu S An Calcitonin gene-related peptide regulates spinal microglial activation through the histone H3 lysine 27 trimethylation via enhancer of zeste homolog-2 in rats with neuropathic painJ Neuroinflammation202118111710.1186/s12974-021-02168-1

55 

RQ Sun YJ Tu NB Lawand JY Yan Q Lin WD Willis Calcitonin gene-related peptide receptor activation produces PKA- and PKC-dependent mechanical hyperalgesia and central sensitizationJ Neurophysiol200492528596610.1152/jn.00339.2004

56 

L Carniglia D Ramírez D Durand J Saba J Turati C Caruso Neuropeptides and Microglial Activation in Inflammation, Pain, and Neurodegenerative DiseasesMediators of Inflammation2017504861610.1155/2017/5048616

57 

FA Russell R King S J Smillie X Kodji SD Brain Calcitonin gene-related peptide: physiology and pathophysiologyPhysiol Rev2014944109914210.1152/physrev.00034.2013

58 

W Zhang Y Shi Y Peng L Zhong S Zhu W Zhang Neuron activity-induced Wnt signaling up-regulates expression of brain-derived neurotrophic factor in the pain neural circuitJ Biol Chem201829340156415110.1074/jbc.RA118.002840

59 

CD Paavola S Hemmerich D Grunberger I Polsky A Bloom R Freedman Monomeric monocyte chemoattractant protein-1 (MCP-1) binds and activates the MCP-1 receptor CCR2BJ Biol Chem199827350331576510.1074/jbc.273.50.33157

60 

BJ Rabquer MA Amin N Teegala MK Shaheen PS Tsou JH Ruth Junctional adhesion molecule-C is a soluble mediator of angiogenesisThe Journal of Immunology201085317778510.4049/jimmunol.1000556

61 

MK Zabel L Zhao Y Zhang SR Gonzalez W Ma X Wang Microglial phagocytosis and activation underlying photoreceptor degeneration is regulated by CX3CL1-CX3CR1 signaling in a mouse model of retinitis pigmentosaGlia201664914799110.1002/glia.23016

62 

M Zhuo G Wu L J Wu Neuronal and microglial mechanisms of neuropathic painMolecular Brain20114110.1186/1756-6606-4-31

63 

J Fan KA Krautkramer JL Feldman JM Denu 63.Fan, J., Krautkramer, K. A., Feldman, J. L., & Denu, J. M. (2015). Metabolic regulation of histone post-translational modifications. In ACS Chemical Biology (Vol. 10, Issue 1). https://doi.org/10.1021/cb500846uACS Chem Biol201510195108

64 

GA Calin C Sevignani CD Dumitru T Hyslop E Noch S Yendamuri Human microRNA genes are frequently located at fragile sites and genomic regions involved in cancersProc Natl Acad Sci U S A2004101929993004

65 

K Felekkis E Touvana C Stefanou C Deltas MicroRNAs: A newly described class of encoded molecules that play a role in health and diseaseHippokratia201014423640

66 

E Tafuri D Santovito V De Nardis P Marcantonio C Paganelli G Affaitati MicroRNA profiling in migraine without aura: Pilot studyAnn Med20154764687310.3109/07853890.2015.1071871

67 

HH Andersen M Duroux P Gazerani Serum MicroRNA Signatures in Migraineurs During Attacks and in Pain-Free PeriodsMol Neurobiol20165331494500

68 

CY Cheng SP Chen YC Liao JL Fuh YF Wang SJ Wang Elevated circulating endothelial-specific microRNAs in migraine patients: A pilot studyCephalalgia201838915859110.1177/0333102417742375

69 

L Gallelli E Cione F Peltrone S Siviglia A Verano D Chirchiglia Hsa-miR-34a-5p and hsa-miR-375 as Biomarkers for Monitoring the Effects of Drug Treatment for Migraine Pain in Children and Adolescents: A Pilot StudyJ Clin Med20198792810.3390/jcm8070928

70 

JP Brás J Bravo J Freitas MA Barbosa SG Santos T Summavielle TNF-alpha-induced microglia activation requires miR-342: impact on NF-kB signaling and neurotoxicityCell Death Dis202011641510.1038/s41419-020-2626-6

71 

N Schmitz EB Arkink M Mulder K Rubia F Admiraal-Behloul GG Schoonmann Frontal lobe structure and executive function in migraine patientsNeurosci Lett2008440292610.1016/j.neulet.2008.05.033

72 

S Paul LA Bravo Vázquez SP Uribe PR Reyes-Pérez A Sharma Current Status of microRNA-Based Therapeutic Approaches in Neurodegenerative DisordersCells202097169810.3390/cells9071698

73 

J Hanna G S Hossain J Kocerha The potential for microRNA therapeutics and clinical researchFront Genet20191010.3389/fgene.2019.00478

74 

P Gazerani Current Evidence on Potential Uses of MicroRNA Biomarkers for Migraine: From Diagnosis to TreatmentMol Diagn Ther20192366819410.1007/s40291-019-00428-8

75 

T Klengel EB Binder Epigenetics of Stress-Related Psychiatric Disorders and Gene × Environment InteractionsNeuron201586613435710.1016/j.neuron.2015.05.036

76 

VT Cunliffe The epigenetic impacts of social stress: How does social adversity become biologically embeddedIn Epigenomics201681210.2217/epi-2016-0075

77 

A Quach M E Levine T Tanaka A T Lu B H Chen L Ferrucci Epigenetic clock analysis of diet, exercise, education, and lifestyle factorsAging (Albany NY)2017924194610.18632/aging.101168

78 

U Lim MA Song Dietary and lifestyle factors of DNA methylationMethods Mol Biol20128633597610.1007/978-1-61779-612-8_23

79 

D Zong X Liu J Li R Ouyang P Chen The role of cigarette smoke-induced epigenetic alterations in inflammationEpigenetics Chromatin20191216510.1186/s13072-019-0311-8

80 

J A Alegría-Torres A Baccarelli V Bollati Epigenetics and lifestyleEpigenomics20113326777



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Received : 28-05-2023

Accepted : 26-07-2023


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