<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">NM</journal-id><journal-title-group><journal-title>Neuroscience and Medicine</journal-title></journal-title-group><issn pub-type="epub">2158-2912</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/nm.2019.104025</article-id><article-id pub-id-type="publisher-id">NM-95668</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Medicine&amp;Healthcare</subject></subj-group></article-categories><title-group><article-title>
 
 
  Mitochondrial Dysfunctions in Patients with Migraine
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>R.</surname><given-names>Alloush</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>M.</surname><given-names>Haroun</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>A.</surname><given-names>Shalash</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>H.</surname><given-names>El-Fawal</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>M.</surname><given-names>Hamdy</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff1"><addr-line>Department of Neurology and Psychiatry, Faculty of Medicine, Ain Shams University, Cairo, Egypt</addr-line></aff><aff id="aff2"><addr-line>School of Sciences and Engineering, American University in Cairo, Cairo, Egypt</addr-line></aff><pub-date pub-type="epub"><day>12</day><month>10</month><year>2019</year></pub-date><volume>10</volume><issue>04</issue><fpage>339</fpage><lpage>353</lpage><history><date date-type="received"><day>13,</day>	<month>September</month>	<year>2019</year></date><date date-type="rev-recd"><day>9,</day>	<month>October</month>	<year>2019</year>	</date><date date-type="accepted"><day>12,</day>	<month>October</month>	<year>2019</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution-NonCommercial International License (CC BY-NC).http://creativecommons.org/licenses/by-nc/4.0/</license-p></license></permissions><abstract><p>
 
 
  Study Objectives: Migraine is a complex neurovascular disease and is believed to be due to a mixture of genetic and environmental factors. 
  Study design: This was a cross-sectional observational prospective hospital based study conducted on 100 participants. They were divided into two groups; Group A: 50 migrainous patients according to the criteria of the International Classification of Headache Disorders and Group B: 50 healthy subjects both groups were age and sex matched. All subjects underwent a full neurological and psychiatric examination. Full headache evaluation sheet used in headache outpatient clinic in Ain Shams University Hospitals and HIT-6
  ? Headache Impact Test was used. Assay of serum level of N-acetyl-aspartate (NAA) as mitochondrial function marker was done. 
  Results: There was no significant difference between both groups regarding gender, age or age group, marital state, education, residence and special habits. However, there was a statistical significant difference as regards family history of migraine more in patient group. In this study, serum NAA levels in migraine patients were significantly lower than in healthy controls. Decreased NAA level is generally believed to be a sign of reduced neuronal and glial mitochondrial function. Also, migraine with aura patients showed lower NAA levels when compared to migraine without aura subtypes. However, there was no significant correlation was found between NAA serum levels, and gender, age at onset, age group, type of aura, duration of the illness, type of onset of pain, frequent site of pain, time to max severity, severity of attack, and daily functions (social life, work, psychological wellbeing, sleep and cognition). 
  Conclusions: Findings of this study indicate that NAA in serum may be a marker for neuronal dysfunction predisposing to migraine, probably related to the reduced mitochondria function. 
 
</p></abstract><kwd-group><kwd>Migraine</kwd><kwd> Migraine with Aura</kwd><kwd> Migraine without Aura</kwd><kwd> Mitochondrial Function Marker</kwd><kwd> N-Acetyl-Aspartate (NAA)</kwd><kwd> Magnetic Resonance Spectroscopy (MRS) and Liquid Chromatography-Mass Spectrometry (LC/MS)</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Migraine is a common, disabling, primary headache disorder, with episodic manifestations that affect women three times more than men [<xref ref-type="bibr" rid="scirp.95668-ref1">1</xref>] . Migraine is characterized by recurrent and often unilateral, vascular throbbing head pain and additional symptoms which can include nausea, emesis, photophobia, phonophobia. Other symptoms may include visual and sensory disturbances [<xref ref-type="bibr" rid="scirp.95668-ref2">2</xref>] . Lifetime prevalence of migraine is 3.38/100 in upper Egypt [<xref ref-type="bibr" rid="scirp.95668-ref3">3</xref>] . Subcortical structures; brainstem, hypothalamus and thalamus, are involved in the generation of migraine attacks. Neuronal hyperexcitability and trigemino-vascular activation are regarded to play an important role in migraine pathogenesis. The brainstem activates the trigemino-vascular system, which then stimulates perivascular trigeminal sensory afferent nerves with release of vasoactive neuropeptides, resulting in vasodilation and transduction of central nociceptive information [<xref ref-type="bibr" rid="scirp.95668-ref2">2</xref>] .</p><p>The pathophysiology is largely unidentified despite excessive research and intense of interest because of the high prevalence and socioeconomic impact [<xref ref-type="bibr" rid="scirp.95668-ref1">1</xref>] . Many factors such as genetic background, nitric oxide hypersensitivity, lack of cortical habituation, and a disturbed energy metabolism may determine the migraine threshold [<xref ref-type="bibr" rid="scirp.95668-ref4">4</xref>] . The primary function of mitochondria is to produce ATP via the electron transport chain. Patients with migraine may have variants in nuclear genes involved in mitochondrial function or have particular haplotypes, polymorphisms, or mitochondrial double stranded deoxyribonucleic acid mutations [<xref ref-type="bibr" rid="scirp.95668-ref5">5</xref>] . Alteration in the brain excitability in migraine has been hypothesized, based on genetic mutations and/or polymorphisms of chromosomes [<xref ref-type="bibr" rid="scirp.95668-ref6">6</xref>] . A mitochondrial defect may reduce the threshold for migraine attacks by several mechanisms. Many magnetic resonance spectroscopy (MRS) studies have been performed in migraine patients and showed an interictal energy disturbance in the brain of migraine patients [<xref ref-type="bibr" rid="scirp.95668-ref7">7</xref>] . This may be due to dysfunction of metabolism of neurons. Neurons are the only source of N-acetyl-aspartate (NAA). This molecule, which assesses neuronal integrity, leaves central nervous system through astrocytes and then it is reversed into circulation and excreted by kidney in urine samples [<xref ref-type="bibr" rid="scirp.95668-ref8">8</xref>] . The NAA is considered a marker of axonal integrity. It is synthesized and located prevalently in mitochondria of neurons and in fact it has been taken as a marker of mitochondrial functioning [<xref ref-type="bibr" rid="scirp.95668-ref9">9</xref>] . Prophylactic pharmacotherapy for migraine headaches is less than satisfactory, due to the lack of pathogenesis, the poor efficacy and debilitating adverse effects [<xref ref-type="bibr" rid="scirp.95668-ref10">10</xref>] . Identification of alterations of mitochondrial functions holds promise for better understanding of migraine pathogenesis, and may help in developing new strategies for prevention and treatment of migraine. In the current study, the aim is to explore the alterations of mitochondrial functions in migraine.</p></sec><sec id="s2"><title>2. Subject and Methods</title><sec id="s2_1"><title>2.1. Study Subject</title><p>This was a cross sectional observational prospective hospital based study (simple random sampling) conducted on 100 participants from the outpatient clinics of Neurology, and Psychiatry in Ain Shams University Hospitals. They were selected from June 2018 till December 2018. The inclusion criteria were a diagnosis of migraine according to the criteria of the International Classification of Headache Disorders [<xref ref-type="bibr" rid="scirp.95668-ref11">11</xref>] with age18 years old and above. Exclusion criteria for patients and controls were the presence of general medical or neurological and psychiatric disorders, or history of medications that may cause headache as nitrates drugs. They were divided into two groups; Group A: 50 migrainous patients and Group B: 50 healthy subjects and are age and sex matched with the study group.</p><p>All subjects underwent a full neurological and psychiatric examination for each subject as migraine is a clinical diagnosis. All the patients were kept on their prophylactic therapy. The following was done; Full headache evaluation sheet used in headache outpatient clinic in Ain Shams University Hospitals, and HIT-6™ Headache Impact Test. HIT is a tool used to measure the impact of headaches on patient ability to function on the job, at school, at home and in social situations [<xref ref-type="bibr" rid="scirp.95668-ref12">12</xref>] .</p><p>Mitochondrial functions markers; serum level of NAA may be considered a useful marker of neuronal functioning. Venous blood samples were drawn from the antecubital vein in the morning hours one week after the last migraine attack. Plasma was separated from blood samples into plain biochemistry tubes by centrifugation at 3000 rpm for 5 min at 4˚C. Plasma samples were stored at −80˚C. Quantification of NAA was achieved by the standard addition approach and analysis was performed with Liquid chromatography-mass spectrometry (LC/MS) technique [<xref ref-type="bibr" rid="scirp.95668-ref13">13</xref>] . Liquid Chromatography with tandem mass spectrometry (LC-MS/MS) system and operating conditions NAA detection and analysis was performed on Agilent 1100 Series LC coupled to a mass selective detector (MSD) Ion Trap XCT mass spectrometer. A Shim-pack VP-ODS C18 (150 &#215; 2.1 mm i.d., 5 μm) was used for analyzing NAA from other compounds in the sample. The mobile phase was a mixture of acetonitrile (HPLC grade, 100%) and water (1:9 v/v) containing 0.1% formic acid at a flow rate of 0.20 ml/min. The Ion Trap was operated with an orthogonal electrospray source in negative ion mode using a selective ion monitoring. For NAA, the ion transitions as 174Y88, 174Y58 and 174Y130 were monitored, with the CDL and heater block temperature was 250˚C and 200˚C, the CDL and detection voltage was 25 V and 185 kV, atomizing gas and drying gas flow rate was 1.5 L/min and 2.0 L/min [<xref ref-type="bibr" rid="scirp.95668-ref14">14</xref>] . Experimental procedures were previously approved by the Ethical Committee for Human Research at the faculty of medicine Ain Shams University.</p></sec><sec id="s2_2"><title>2.2. Statistical Analysis</title><p>Recorded data were analyzed using the statistical package for social sciences, version 20.0 (SPSS Inc., Chicago, Illinois, USA). Quantitative data were expressed as mean &#177; standard deviation (SD). Qualitative data were expressed as frequency and percentage. The following tests were done:</p><p>A one-way analysis of variance (ANOVA) when comparing between more than two means; Post Hoc test: Least Significant Difference (LSD) was used for multiple comparisons between different variables; Chi-square (χ<sup>2</sup>) test of significance was used in order to compare proportions between qualitative parameters. The confidence interval was set to 95% and the margin of error accepted was set to 5%. So, the p-value was considered significant if p-value &lt; 0.05.</p></sec></sec><sec id="s3"><title>3. Results</title><sec id="s3_1"><title>3.1. Demographic Features in the Studied Groups</title><p>Migraineurs and control group showed similar demographic profiles, with no statistically significant difference as regards gender, age or age group, marital state, education, residence and special habits between both groups. However, there was statistically significant difference as regards family history of migraine more in group A as (p = 0.009) (<xref ref-type="table" rid="table1">Table 1</xref>).</p></sec><sec id="s3_2"><title>3.2. Clinical Characteristic of Headache</title><p>As regards clinical features of the patients group; migraine with aura was found in 7 (14%) and migraine without aura was found in 43 (86%). Duration of illness of 0 - 5 years was found in 18 (36%), 5 - 10 years was found in 16 (32%), 10 - 15 years was found in 9 (18%) and more than 15 years was found in 7 (14%). Unilateral headache was present in 12 (24%), bilateral in 22 (44%) and diffuse in 16 (32%). The most frequent location of headache was frontal in 33 (66%), temporal in 32 (64%), occipital in 7 (14%), vertex in 21 (42%) and orbital or retro orbital in 8 (16%). Sudden onset of pain was present in 12 (24 %) but gradual onset was present in 38 (76%). Time to reach maximum intensity was in seconds in 3 (6%), minutes in 5 (10%) and in hours in 42 (84%). Character of headache was Throbbing in 38 (76%), Band-like tightening in 6 (12%), Exploding in 15 (30%), Stabbing in 2 (4%), Lancinating in 15 (30) and Burning in 11 (22%). Frequency of headache: per day in 15 (30%), per week in 23 (46%) and per month in 12 (24%). Attack duration without treatment was &lt;2 hrs in 4 (8%), 2 - 4 hrs in 13 (26%), &gt;4 hrs in 28 (56%) and days in 6 (12%). Severity of headache attack was mild in 5 (10%), moderate in 27 (54%) and severe in 18 (36%). Associated symptoms were photophobia and phonophobia in 29 (58%), nausea and vomiting in13 (26%), vertigo in 25 (50%), paresthesia in 3 (6%) and lacrimation and conjunctival injection in 1 (2%) (<xref ref-type="table" rid="table2">Table 2</xref>).</p><p>Migraine with aura was present in 3 males and 4 females. Migraine without aura was present in 17 males and 26 females (<xref ref-type="table" rid="table3">Table 3</xref>).</p></sec><sec id="s3_3"><title>3.3. Comparison between Mean Values of Serum Level of NAA in the Two Groups</title><p>As regards serum level of NAA in the two groups, there was statistically significant difference with low serum level of NAA in the migraine group as p = 0.001 (<xref ref-type="table" rid="table4">Table 4</xref>).</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Demographic features in the studied groups</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Group A patients (n = 50)</th><th align="center" valign="middle" >Group B control (n = 50)</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Gender Male Female</td><td align="center" valign="middle" >20 (40%) 30 (60%)</td><td align="center" valign="middle" >21 (42%) 29 (58%)</td><td align="center" valign="middle" >0.839</td></tr><tr><td align="center" valign="middle" >Age Range; years Mean &#177; (SD); years</td><td align="center" valign="middle" >19 - 61 34.54 &#177; 8.94</td><td align="center" valign="middle" >19 - 60 33.38 &#177; 8.23</td><td align="center" valign="middle" >0.501</td></tr><tr><td align="center" valign="middle" >Age Group 18 - 30 years 30 - 40 years &gt;40 years</td><td align="center" valign="middle" >17 (34.0%) 22 (44.0%) 11 (22.0%)</td><td align="center" valign="middle" >20 (40.0%) 19 (38.0%) 11 (22.0%)</td><td align="center" valign="middle" >0.793</td></tr><tr><td align="center" valign="middle" >Age at onset &lt;20 years ≥20 - ≤40 years &gt;40 years</td><td align="center" valign="middle" >11 (22.0%) 36 (72.0%) 3 (6.0%)</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Marital State Married Single Widow Divorced</td><td align="center" valign="middle" >32 (64.0%) 14 (28.0%) 1 (2.0%) 3 (6.0%)</td><td align="center" valign="middle" >35 (70.0%) 12 (24.0%) 1 (2.0%) 2 (4.0%)</td><td align="center" valign="middle" >0.921</td></tr><tr><td align="center" valign="middle" >Education Illiterate Reads and writes Graduated</td><td align="center" valign="middle" >7 (14.0%) 6 (12.0%) 37 (74.0%)</td><td align="center" valign="middle" >9 (18.0%) 6 (12.0%) 35 (70.0%)</td><td align="center" valign="middle" >0.858</td></tr><tr><td align="center" valign="middle" >Residence Urban Rural</td><td align="center" valign="middle" >37 (74.0%) 13 (26.0%)</td><td align="center" valign="middle" >36 (72.0%) 14 (28.0%)</td><td align="center" valign="middle" >0.822</td></tr><tr><td align="center" valign="middle" >Special habits 1-Smoking 2-Illicit drugs 3-No</td><td align="center" valign="middle" >18 (36.0%) 6 (12.0%) 26 (52.0%)</td><td align="center" valign="middle" >26 (52.0%) 2 (4.0%) 22 (44.0%)</td><td align="center" valign="middle" >0.150</td></tr><tr><td align="center" valign="middle" >Family history of similar condition Yes No</td><td align="center" valign="middle" >34 (68.0%) 16 (32.0%)</td><td align="center" valign="middle" >21 (42.0%) 29 (58.0%)</td><td align="center" valign="middle" >0.009*</td></tr></tbody></table></table-wrap><p>*p ≤ 0.05 = significant.</p><table-wrap-group id="2"><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Clinical characteristic of headache</title></caption><table-wrap id="2_1"><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >N.</th><th align="center" valign="middle" >%</th></tr></thead><tr><td align="center" valign="middle" >Types of migraine With aura Without aura</td><td align="center" valign="middle" >7 43</td><td align="center" valign="middle" >14 86</td></tr><tr><td align="center" valign="middle" >Duration of illness 0 - 5 years 5 - 10 years 10 - 15 years More than 15 years</td><td align="center" valign="middle" >18 16 9 7</td><td align="center" valign="middle" >36 32 18 14</td></tr><tr><td align="center" valign="middle" >Most frequent site Unilateral Bilateral Diffuse</td><td align="center" valign="middle" >12 22 16</td><td align="center" valign="middle" >24 44 32</td></tr><tr><td align="center" valign="middle" >Most frequent location Frontal Temporal Occipital Vertex Orbital or retro-orbital</td><td align="center" valign="middle" >33 32 7 21 8</td><td align="center" valign="middle" >66 64 14 42 16</td></tr><tr><td align="center" valign="middle" >Type of pain onset Sudden Gradual</td><td align="center" valign="middle" >12 38</td><td align="center" valign="middle" >24 76</td></tr><tr><td align="center" valign="middle" >Time to reach maximum intensity: Seconds Mints Hours</td><td align="center" valign="middle" >3 5 42</td><td align="center" valign="middle" >6 10 84</td></tr><tr><td align="center" valign="middle" >Character Throbbing Band-like tightening Exploding Stabbing Lancinating Burning</td><td align="center" valign="middle" >38 6 15 2 15 11</td><td align="center" valign="middle" >76 12 30 4 30 22</td></tr><tr><td align="center" valign="middle" >Frequency Per day Per week Per month</td><td align="center" valign="middle" >15 23 12</td><td align="center" valign="middle" >30 46 24</td></tr><tr><td align="center" valign="middle" >Attack duration without treatment: &lt;2 hrs 2 - 4 hrs &gt;4 hrs Days</td><td align="center" valign="middle" >4 13 28 6</td><td align="center" valign="middle" >8 26 56 12</td></tr></tbody></table></table-wrap><table-wrap id="2_2"><table><tbody><thead><tr><th align="center" valign="middle" >Severity: Mild Moderate Severe</th><th align="center" valign="middle" >5 27 18</th><th align="center" valign="middle" >10 54 36</th></tr></thead><tr><td align="center" valign="middle" >Associated symptoms: Photophobia &amp; Phonophobia Nausea &amp; Vomiting Vertigo Paresthesia Lacrimation/conjunctival injection</td><td align="center" valign="middle" >29 13 25 3 1</td><td align="center" valign="middle" >58 26 50 6 2</td></tr></tbody></table></table-wrap></table-wrap-group><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Frequency of migraine subtypes among the studied population</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Male</th><th align="center" valign="middle" >Female</th><th align="center" valign="middle" >Total</th><th align="center" valign="middle" >%</th></tr></thead><tr><td align="center" valign="middle" >Migraine with aura</td><td align="center" valign="middle" >3</td><td align="center" valign="middle" >4</td><td align="center" valign="middle" >7</td><td align="center" valign="middle" >14</td></tr><tr><td align="center" valign="middle" >Migraine without aura</td><td align="center" valign="middle" >17</td><td align="center" valign="middle" >26</td><td align="center" valign="middle" >43</td><td align="center" valign="middle" >86</td></tr></tbody></table></table-wrap><table-wrap id="table4" ><label><xref ref-type="table" rid="table4">Table 4</xref></label><caption><title> Comparison between mean values of serum level of NAA in the two studied groups</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >Group A Patients (n = 50)</th><th align="center" valign="middle" >Group B Control (n = 50)</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >NAA</td><td align="center" valign="middle" >0.030 &#177; 0.008</td><td align="center" valign="middle" >0.066 &#177; 0.029</td><td align="center" valign="middle" >0.001*</td></tr></tbody></table></table-wrap><p>*p ≤ 0.05 = significant.</p></sec><sec id="s3_4"><title>3.4. Correlation between Values of NAA Serum Level and Clinical Characteristic of Patient Group</title><p>There was no statistical significant difference As regards serum level of NAA in relation to age and age groups (18 - 30 yrs., 30 - 40 yrs. and &gt;40 yrs.) as p = 0.256 &amp; p = 0.235 (<xref ref-type="table" rid="table5">Table 5</xref>).</p><p>There was no statistically significant difference as regards serum level of NAA in relation to gender of patients as p-value = 0.403 and to age of onset of headache: (&lt;20 yrs., &gt;20 - 40 yrs. and &gt;40 yrs.) as p = 0.555 (<xref ref-type="table" rid="table6">Table 6</xref>).</p><p>There were statistically significant differences as regards serum level of NAA in relation to type of migraine with low NAA serum level in migraine with aura as (p = 0.009). However, there were no statistically significant differences as regards serum level of NAA in relation to type of migraine aura, as p = 0.437 (<xref ref-type="table" rid="table7">Table 7</xref>).</p><p>There were no statistically significant differences as regards serum level of NAA in relation to migraine duration groups, as (p = 0.441). Also, there were no statistically significant differences as regards serum level of NAA in relation to frequent site of migraine attack (p = 0.945) (<xref ref-type="table" rid="table8">Table 8</xref>).</p><p>There were no statistically significant differences as regards serum level of NAA in relation to onset of pain of the migrainous attack, (p = 0.295) and time to max severity of the migraine attack (p = 0.535) (<xref ref-type="table" rid="table9">Table 9</xref>).</p><table-wrap id="table5" ><label><xref ref-type="table" rid="table5">Table 5</xref></label><caption><title> Correlation between values of NAA serum level in relation to age and age groups</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No. (%)</th><th align="center" valign="middle" >Mean &#177; SD</th><th align="center" valign="middle" >Test of sig.</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Age</td><td align="center" valign="middle" ></td><td align="center" valign="middle" >34.54 &#177; 8.94</td><td align="center" valign="middle" >r = 0.171</td><td align="center" valign="middle" >0.236</td></tr><tr><td align="center" valign="middle" >Age group</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >18 - 30 yrs.</td><td align="center" valign="middle" >17 (34%)</td><td align="center" valign="middle" >0.028 &#177; 0.009</td><td align="center" valign="middle" >χ<sup>2</sup> = 2.726</td><td align="center" valign="middle" >0.256</td></tr><tr><td align="center" valign="middle" >30 - 40 yrs.</td><td align="center" valign="middle" >22 (44%)</td><td align="center" valign="middle" >0.032 &#177; 0.008</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >-</td></tr><tr><td align="center" valign="middle" >&gt;40 yrs.</td><td align="center" valign="middle" >11 (22%)</td><td align="center" valign="middle" >0.032 &#177; 0.008</td><td align="center" valign="middle" >-</td><td align="center" valign="middle" >-</td></tr></tbody></table></table-wrap><table-wrap id="table6" ><label><xref ref-type="table" rid="table6">Table 6</xref></label><caption><title> Correlation between values of NAA serum level in relation to gender and age of onset of headache</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No. (%)</th><th align="center" valign="middle" >Mean &#177; SD</th><th align="center" valign="middle" >Test of sig.</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Gender</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Female</td><td align="center" valign="middle" >30 (60%)</td><td align="center" valign="middle" >0.030 &#177; 0.009</td><td align="center" valign="middle" >t = 0.843</td><td align="center" valign="middle" >0.403</td></tr><tr><td align="center" valign="middle" >Male</td><td align="center" valign="middle" >20 (40%)</td><td align="center" valign="middle" >0.032 &#177; 0.007</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Age of onset</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >&lt;20 yrs.</td><td align="center" valign="middle" >11 (22%)</td><td align="center" valign="middle" >0.030 &#177; 0.008</td><td align="center" valign="middle" >χ<sup>2</sup> = 1.176</td><td align="center" valign="middle" >0.555</td></tr><tr><td align="center" valign="middle" >≥20 - 40 yrs.</td><td align="center" valign="middle" >36 (72%)</td><td align="center" valign="middle" >0.030 &#177; 0.009</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >&gt;40 yrs.</td><td align="center" valign="middle" >3 (6%)</td><td align="center" valign="middle" >0.036 &#177; 0.011</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><table-wrap id="table7" ><label><xref ref-type="table" rid="table7">Table 7</xref></label><caption><title> Correlation between values of NAA serum level in relation to type of migraine and type of aura</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No. (%)</th><th align="center" valign="middle" >Mean &#177; SD</th><th align="center" valign="middle" >Test of sig.</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Type of migraine</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >With aura</td><td align="center" valign="middle" >7 (14%)</td><td align="center" valign="middle" >0.022 &#177; 0.009</td><td align="center" valign="middle" >Z = −2.604</td><td align="center" valign="middle" >0.009*</td></tr><tr><td align="center" valign="middle" >Without aura</td><td align="center" valign="middle" >43 (86%)</td><td align="center" valign="middle" >0.032 &#177; 0.008</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Type of aura</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Visual</td><td align="center" valign="middle" >6 (12%)</td><td align="center" valign="middle" >0.008 &#177; 0.003</td><td align="center" valign="middle" >Z = −0.778</td><td align="center" valign="middle" >0.437</td></tr><tr><td align="center" valign="middle" >Sensory</td><td align="center" valign="middle" >3 (6%)</td><td align="center" valign="middle" >0.006 &#177; 0.003</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p>*p ≤ 0.05 = significant.</p><table-wrap id="table8" ><label><xref ref-type="table" rid="table8">Table 8</xref></label><caption><title> Correlation between values of NAA serum level in relation to migraine duration and frequent site of migraine attack</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No. (%)</th><th align="center" valign="middle" >Mean &#177; SD</th><th align="center" valign="middle" >Test of sig.</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Migraine duration</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >0 - 5 years</td><td align="center" valign="middle" >18 (36%)</td><td align="center" valign="middle" >0.028 &#177; 0.007</td><td align="center" valign="middle" >χ<sup>2</sup> = 2.693</td><td align="center" valign="middle" >0.441</td></tr><tr><td align="center" valign="middle" >5 - 10 years</td><td align="center" valign="middle" >16 (32%)</td><td align="center" valign="middle" >0.033 &#177; 0.010</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >10 - 15 years</td><td align="center" valign="middle" >9 (18%)</td><td align="center" valign="middle" >0.030 &#177; 0.009</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >More than 15 years</td><td align="center" valign="middle" >7 (14%)</td><td align="center" valign="middle" >0.032 &#177; 0.008</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Frequent site</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Unilateral</td><td align="center" valign="middle" >12 (24%)</td><td align="center" valign="middle" >0.030 &#177; 0.006</td><td align="center" valign="middle" >χ<sup>2</sup> = 0.113</td><td align="center" valign="middle" >0.945</td></tr><tr><td align="center" valign="middle" >Bilateral</td><td align="center" valign="middle" >22 (44%)</td><td align="center" valign="middle" >0.031 &#177; 0.009</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Diffuse</td><td align="center" valign="middle" >16 (32%)</td><td align="center" valign="middle" >0.030 &#177; 0.010</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p>There were no statistically significant differences as regards serum level of NAA in relation to severity of the migrainous attack; mild, moderate or severe, (p = 0.716). Also, There were no statistically significant differences as regards serum level of NAA in relation to daily functions (Your social life, Your work, Psychological wellbeing, Sleep and Cognition (memory &amp; concentration) with increased functional disability with low NAA (p = 0.528) (<xref ref-type="table" rid="table1">Table 1</xref>0).</p></sec></sec><sec id="s4"><title>4. Discussion</title><p>Migraine is a complex neurovascular disorder, involving complex genetics, multiple neurotransmitter systems, and multiple cortical and subcortical structures of the brain [<xref ref-type="bibr" rid="scirp.95668-ref15">15</xref>] . Migraine is a disorder of neurovascular origin, which causes remain partly unknown. Altered brain excitability has been supposed, based on genetic mutations and/or polymorphisms of chromosomes, yet to be determined, which regulate the metabolism of neuronal mitochondrial energy, neurotransmitters and ion canals of the CNS [<xref ref-type="bibr" rid="scirp.95668-ref16">16</xref>] . The aim of this study was to explore the alterations of mitochondrial functions in migraine by assay of serum level of NAA.</p><table-wrap id="table9" ><label><xref ref-type="table" rid="table9">Table 9</xref></label><caption><title> Correlation between values of NAA serum level in relation to onset of pain of and time to max severity of the migraine attack</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No. (%)</th><th align="center" valign="middle" >Mean &#177; SD</th><th align="center" valign="middle" >Test of sig.</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Pain onset</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Sudden</td><td align="center" valign="middle" >12 (24%)</td><td align="center" valign="middle" >0.033 &#177; 0.009</td><td align="center" valign="middle" >Z = −1.046</td><td align="center" valign="middle" >0.295</td></tr><tr><td align="center" valign="middle" >Gradual</td><td align="center" valign="middle" >38 (76%)</td><td align="center" valign="middle" >0.030 &#177; 0.008</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Time to max severity</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Seconds</td><td align="center" valign="middle" >3 (6%)</td><td align="center" valign="middle" >0.036 &#177; 0.020</td><td align="center" valign="middle" >χ<sup>2</sup> = 1.252</td><td align="center" valign="middle" >0.535</td></tr><tr><td align="center" valign="middle" >Minutes</td><td align="center" valign="middle" >42 (84%)</td><td align="center" valign="middle" >0.030 &#177; 0.008</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Hours</td><td align="center" valign="middle" >5 (10%)</td><td align="center" valign="middle" >0.033 &#177; 0.007</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><table-wrap id="table10" ><label><xref ref-type="table" rid="table1">Table 1</xref>0</label><caption><title> Correlation between values of NAA serum level in relation to severity of the migraine attack (pain)</title></caption><table><tbody><thead><tr><th align="center" valign="middle" ></th><th align="center" valign="middle" >No. (%)</th><th align="center" valign="middle" >Mean &#177; SD</th><th align="center" valign="middle" >Test of sig.</th><th align="center" valign="middle" >p-value</th></tr></thead><tr><td align="center" valign="middle" >Severity of attack</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Mild</td><td align="center" valign="middle" >5 (10%)</td><td align="center" valign="middle" >0.035 &#177; 0.013</td><td align="center" valign="middle" >χ<sup>2</sup> = 0.669</td><td align="center" valign="middle" >0.716</td></tr><tr><td align="center" valign="middle" >Moderate</td><td align="center" valign="middle" >27 (54%)</td><td align="center" valign="middle" >0.030 &#177; 0.008</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Severe</td><td align="center" valign="middle" >18 (36%)</td><td align="center" valign="middle" >0.029 &#177; 0.007</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Functions affected</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Mild</td><td align="center" valign="middle" >2 (4%)</td><td align="center" valign="middle" >0.038 &#177; 0.014</td><td align="center" valign="middle" >χ<sup>2</sup> = 0.252</td><td align="center" valign="middle" >0.528</td></tr><tr><td align="center" valign="middle" >Moderate</td><td align="center" valign="middle" >16 (32%)</td><td align="center" valign="middle" >0.033 &#177; 0.009</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Severe</td><td align="center" valign="middle" >16 (52%)</td><td align="center" valign="middle" >0.031 &#177; 0.007</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >Extreme</td><td align="center" valign="middle" >8 (16%)</td><td align="center" valign="middle" >0.034 &#177; 0.006</td><td align="center" valign="middle" ></td><td align="center" valign="middle" ></td></tr></tbody></table></table-wrap><p>In this study there was no significant difference between the two groups regarding as regards gender, age or age group, marital state, education, residence and special habits between both groups. However there was statistical significant difference as regards family history of migraine more in migrainous group. Similar findings were reported by Pelzer et al. (2019) as there are stronger family histories of migraine in migrainous patients [<xref ref-type="bibr" rid="scirp.95668-ref17">17</xref>] .</p><p>As regards clinical features of the patients group; migraine without aura was found in (86%). Unilateral headache was present in (24%), bilateral in (44%) and diffuse in (32%). The most frequent location of headache was frontal in (66%). Character of headache was throbbing in (76%). Severity of headache attack was mild in (10%), moderate in (54%) and severe in (36%). Associated symptoms were photophobia and phonophobia in (58%), nausea and vomiting in (26%) and vertigo in (50%). Similar findings were reported by De Rijk et al. (2018) in their study [<xref ref-type="bibr" rid="scirp.95668-ref18">18</xref>] . As, they found 13.8% of patients had migraine with aura. Unilateral pain location was reported by 58.6% of patients and the throbbing type of pain was present in 50.2% of their group. Photo- and phonophobia were observed in 77.4% and 79.5% of patients.</p><p>In this study, serum NAA levels in migraine patients were significantly lower than in healthy controls. This result seems to confirm previous findings by De Tommaso et al. (2012) founded that the NAA levels were significantly decreased in migraine group (0.065 &#177; 0.019 mol/L), compared with both tension-type headache patients (0.078 &#177; 0.016 mol/L) and controls (0.085 &#177; 0.013 mol/L) [<xref ref-type="bibr" rid="scirp.95668-ref19">19</xref>] . Also, Sarchielli et al. (2005), described reduced brain NAA signal in migraine patients examining 1H-MRS during cortical activation induced by photic stimulation [<xref ref-type="bibr" rid="scirp.95668-ref20">20</xref>] . The main result of photic stimulation in patients with migraine with aura was the more consistent decrease (−14.61%) of the NAA signal, which is significantly greater than that found in migraine patients without aura and control subjects. In addition to that, many studies reported decreased NAA in the occipital lobe and thalamus in migraine with and without aura and in the cerebellum of sporadic and familiar hemiplegic migraine detected by 1H-MRS [<xref ref-type="bibr" rid="scirp.95668-ref7">7</xref>] [<xref ref-type="bibr" rid="scirp.95668-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.95668-ref22">22</xref>] [<xref ref-type="bibr" rid="scirp.95668-ref23">23</xref>] .</p><p>Decreased NAA level is generally believed to indicate a neuronal loss [<xref ref-type="bibr" rid="scirp.95668-ref9">9</xref>] . Mitochondrial dysfunction has been identified as one potential cause of epileptic seizures and altered brain excitability, and in this sense the measure of serum NAA in epileptic patients and more specifically in mitochondrial encephalomyopathy, lactic acidosis, and stroke-like episodes (MELAS) and myoclonic epilepsy with ragged red fibers (MERFF) syndromes would confirm the origin of the low NAA levels [<xref ref-type="bibr" rid="scirp.95668-ref24">24</xref>] . However, based on these studies reporting reversibility of the NAA levels in many diseases, it has been proposed that the NAA decrease might indicate a subsided mitochondrial dysfunction, if accepted that the synthesis is mitochondrial, thus contributing to the abnormal energy metabolism [<xref ref-type="bibr" rid="scirp.95668-ref25">25</xref>] . The NAA serum reduction may be nonspecific finding; however, following the reason that it may be a sign of reduced neuronal and glial mitochondria function, the hypothesis of deficient energy metabolism may be supposed for both types of migraine [<xref ref-type="bibr" rid="scirp.95668-ref8">8</xref>] [<xref ref-type="bibr" rid="scirp.95668-ref26">26</xref>] . As energy failure in neurons and astrocytes, may triggering migraine mechanisms [<xref ref-type="bibr" rid="scirp.95668-ref27">27</xref>] .</p><p>Moreover, cerebral mitochondrial injury seems to be related to cortical spreading depression, so assuming that this neuronal phenomenon may precede any form of migraine, independently from the perception of aura symptoms, the NAA reduction may be the consequence of the migraine episodes repetition [<xref ref-type="bibr" rid="scirp.95668-ref28">28</xref>] .</p><p>In this study migraine with aura patients showed lower NAA levels when compared to migraine without aura subtypes. This result confirms previous findings by De Tommaso et al. (2012) who described reduced brain NAA signal in migraine with aura patients when compared to all the other headache subtypes, including migraine without aura and chronic migraine [<xref ref-type="bibr" rid="scirp.95668-ref19">19</xref>] . Also, Sarchielli et al. (2005) reported that the NAA reduction detected by 1H-MRS was specially observed in migraine with aura patients under the cortical activation induced by photic stimulation, while the NAA reduction observed in migraine without aura was only slightly more evident than in controls [<xref ref-type="bibr" rid="scirp.95668-ref20">20</xref>] . The presence of less efficient mitochondrial functioning in migraine with aura patients compared with migraine without aura patients and controls and that the reversible loss of NAA during visual stimulation may be due to a redistribution of NAA from the intra to the extracellular space, which would result in a variation in chemical environment that may alter its magnetic resonance visibility [<xref ref-type="bibr" rid="scirp.95668-ref29">29</xref>] . Also, the low serum NAA is a sign of neuronal dysfunction predisposing to migraine, with a more evident phenotypic expression in patients experiencing aura symptoms.</p><p>In this study, in the migraine group, no significant correlation was found between NAA serum levels, and type of onset of pain, frequent site of pain, time to max severity, severity of attack, duration of migraine attack and daily functions (social life, work, psychological wellbeing, sleep and cognition). Similar findings were reported by De Tommaso et al. (2012) as they found in their migraine group patients; no significant correlation was found between NAA serum levels, and frequency, allodynia and interval from the last and the next attack [<xref ref-type="bibr" rid="scirp.95668-ref19">19</xref>] . The low NAA in the serum may be a sign of neuronal dysfunction predisposing to migraine, probably based on reduced mitochondria function.</p><p>In this study, in the migraine group, no significant correlation was found between NAA serum levels, and age at onset, age group, sex, type of aura and duration of the illness. In agreement with previous results of De Tommaso et al. (2012) whom found that the low NAA serum levels were independent of possible confounding factors such as age and sex [<xref ref-type="bibr" rid="scirp.95668-ref19">19</xref>] . This decrease could be a consequence of an energetic problem linked to mitochondria, perhaps based on an enzyme deficit, so the molecule is unable to exit from mitochondria to serum without relation to age or sex. However Shannon et al. (2016) in their study, found an age-related decline of NAA serum levels in healthy subjects [<xref ref-type="bibr" rid="scirp.95668-ref30">30</xref>] . As, they demonstrated that NAA serum levels did not differ between genders, whereas they were significantly lower in older subjects (&gt;60 years) than those in younger groups. This can be considered as a physiological event, as with aging, the reduced serum NAA might be a result of a reduced NAA synthesis, excretion and protein binding secondary to age-related neuronal energetic impairment [<xref ref-type="bibr" rid="scirp.95668-ref31">31</xref>] . This discrepancy can be attributed to both small number of the sample in this study and/or the variable clinical inclusion criteria used and the variation in applied methodology.</p><p>However, the lack of correlation between NAA levels, and frequency of migraine, site of pain, onset of pain, and pain severity detected in migraine group in present study could indicate that low serum NAA is not related to central mechanisms of pain processing, but to neuronal abnormalities which may specifically predispose to migraine [<xref ref-type="bibr" rid="scirp.95668-ref32">32</xref>] .</p><p>Reduced levels of NAA could be associated with an increased risk of stroke and migraine progression [<xref ref-type="bibr" rid="scirp.95668-ref33">33</xref>] . The finding of a cerebral protective effect of acetylsalicylic acid (in terms of a reduction of the risk of ischemic stroke, in the dose of 100 mg and the long-term risk of cardiovascular and cerebrovascular events associated with migraine headache, raise some doubts about the complete benignity of migraine [<xref ref-type="bibr" rid="scirp.95668-ref22">22</xref>] [<xref ref-type="bibr" rid="scirp.95668-ref34">34</xref>] . A migraineur subject, even with a low absolute cardiovascular risk; female, age under 45 years, may in fact, be at a higher relative risk due to the presence of other factors, such as aura component, smoking and the use of oral contraceptives [<xref ref-type="bibr" rid="scirp.95668-ref35">35</xref>] . The evaluation of serum levels of NAA is crucial in the control of the conventional risk factors. In addition, the therapeutic metabolite monitoring of NAA may be helpful in the assessment of the chronicization process [<xref ref-type="bibr" rid="scirp.95668-ref36">36</xref>] .</p><p>This study can speculate that a biomarker in serum cannot actually localize the specific affected brain region, but it generally reflects damage, most probably to neuronal mitochondria.</p></sec><sec id="s5"><title>5. Limitations and Strengths</title><p>This study has some limitations which have to be taken into consideration. First, the sample size was relatively small, resulting in low statistical power for detecting significant differences between subgroups. Second this study was unable to detect NAA Cerebrospinal fluid (CSF) levels for ethical problem, so it is possible to postulate its lower levels in CSF too.</p><p>However, the strengths of this study was the correlation between the socio-demographic and clinical characteristic of migraine and NAA serum level and this study can recommend the use serum NAA as a biomarker for migraine patients.</p></sec><sec id="s6"><title>6. Conclusions</title><p>In this study, serum NAA levels in migraine patients were significantly lower than in healthy controls. The NAA levels were reduced in both types of migraine, though patients experiencing aura symptoms were characterized by the lowest serum NAA.</p><p>The NAA reduction in the serum is a quite unspecific finding; however, following the reason that it may be a sign of reduced neuronal and glial mitochondria function, the hypothesis of deficient energy metabolism may be supposed for both subtypes of migraine.</p><p>Serum NAA can be used as a simple biomarker for migraine. Furthermore, new techniques are crucial for clinicians in order to further elucidate pathophysiological mechanisms underlying this complex and often disabling disease and to provide new therapeutical approaches for migraine patients.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors declare no conflicts of interest regarding the publication of this paper.</p></sec><sec id="s8"><title>Cite this paper</title><p>Alloush, R., Haroun, M., Shalash, A., El-Fawal, H. and Hamdy, M. 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