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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mol. Neurosci.</journal-id>
<journal-title>Frontiers in Molecular Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mol. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-5099</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnmol.2017.00352</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Mini Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>MicroRNAs and Target Genes As Biomarkers for the Diagnosis of Early Onset of Parkinson Disease</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Arshad</surname> <given-names>Ahmad R.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/455597/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Sulaiman</surname> <given-names>Siti A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/357255/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Saperi</surname> <given-names>Amalia A.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/449529/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jamal</surname> <given-names>Rahman</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/465671/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Mohamed Ibrahim</surname> <given-names>Norlinah</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/461242/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Abdul Murad</surname> <given-names>Nor Azian</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/405733/overview"/>
</contrib>
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<aff id="aff1"><sup>1</sup><institution>UKM Medical Centre, UKM Medical Molecular Biology Institute, Universiti Kebangsaan Malaysia</institution>, <addr-line>Bandar Tun Razak</addr-line>, <country>Malaysia</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Medicine, Faculty of Medicine, UKM Medical Centre, Universiti Kebangsaan Malaysia</institution>, <addr-line>Bandar Tun Razak</addr-line>, <country>Malaysia</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Andrei Surguchov, Kansas University of Medical Center Research Institute, United States</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Subhrangshu Guhathakurta, University of Central Florida, United States; Jos&#x000E9; A. G. Ag&#x000FA;ndez, Universidad de Extremadura, Spain</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Nor Azian Abdul Murad <email>nor_azian&#x00040;ppukm.ukm.edu.my</email></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>10</month>
<year>2017</year>
</pub-date>
<pub-date pub-type="collection">
<year>2017</year>
</pub-date>
<volume>10</volume>
<elocation-id>352</elocation-id>
<history>
<date date-type="received">
<day>22</day>
<month>06</month>
<year>2017</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>10</month>
<year>2017</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2017 Arshad, Sulaiman, Saperi, Jamal, Mohamed Ibrahim and Abdul Murad.</copyright-statement>
<copyright-year>2017</copyright-year>
<copyright-holder>Arshad, Sulaiman, Saperi, Jamal, Mohamed Ibrahim and Abdul Murad</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>Among the neurodegenerative disorders, Parkinson&#x00027;s disease (PD) ranks as the second most common disorder with a higher prevalence in individuals aged over 60 years old. Younger individuals may also be affected with PD which is known as early onset PD (EOPD). Despite similarities between the characteristics of EOPD and late onset PD (LODP), EOPD patients experience much longer disease manifestations and poorer quality of life. Although some individuals are more prone to have EOPD due to certain genetic alterations, the molecular mechanisms that differentiate between EOPD and LOPD remains unclear. Recent findings in PD patients revealed that there were differences in the genetic profiles of PD patients compared to healthy controls, as well as between EOPD and LOPD patients. There were variants identified that correlated with the decline of cognitive and motor symptoms as well as non-motor symptoms in PD. There were also specific microRNAs that correlated with PD progression, and since microRNAs have been shown to be involved in the maintenance of neuronal development, mitochondrial dysfunction and oxidative stress, there is a strong possibility that these microRNAs can be potentially used to differentiate between subsets of PD patients. PD is mainly diagnosed at the late stage, when almost majority of the dopaminergic neurons are lost. Therefore, identification of molecular biomarkers for early detection of PD is important. Given that miRNAs are crucial in controlling the gene expression, these regulatory microRNAs and their target genes could be used as biomarkers for early diagnosis of PD. In this article, we discussed the genes involved and their regulatory miRNAs, regarding their roles in PD progression, based on the findings of significantly altered microRNAs in EOPD studies. We also discussed the potential of these miRNAs as molecular biomarkers for early diagnosis.</p></abstract>
<kwd-group>
<kwd>Parkinson&#x00027;s disease (PD)</kwd>
<kwd>microRNA (miRNA)</kwd>
<kwd>PD related genes</kwd>
<kwd>biomarkers</kwd>
<kwd>early onset</kwd>
</kwd-group>
<contract-num rid="cn001">GUP-2015-040</contract-num>
<contract-sponsor id="cn001">Universiti Kebangsaan Malaysia<named-content content-type="fundref-id">10.13039/501100004515</named-content></contract-sponsor>
<counts>
<fig-count count="1"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="231"/>
<page-count count="20"/>
<word-count count="17093"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Parkinson&#x00027;s disease (PD) is the second most common neurodegenerative disorder with an approximate incidence of 1:800&#x02013;1,000 in subjects aged over 60 years old (Bekris et al., <xref ref-type="bibr" rid="B16">2010</xref>; Lin and Farrer, <xref ref-type="bibr" rid="B119">2014</xref>). PD is a progressive disorder that affects movement that is often diagnosed based on the presence of motor signs such as tremor, bradykinesia, muscle rigidity, and postural instability though in some PD patients, non-motor symptoms of anxiety, fatigue, depression, sleep disturbance, gastrointestinal, and sexual dysfunctions are also observed (Schneider and Obeso, <xref ref-type="bibr" rid="B168">2015</xref>). As PD is an age-related disorder, it is more common in the elderly; however younger individuals may also be affected (Gasser et al., <xref ref-type="bibr" rid="B64">2011</xref>) and these patients are usually known as early onset PD (EOPD) patients. The typical PD, or also known as late onset PD (LOPD), is defined for individuals more than 50 years old who exhibit PD signs and symptoms (Schrag and Schott, <xref ref-type="bibr" rid="B169">2006</xref>). Some of EOPD patients show slower disease progression and worse disease outcomes in comparison to LOPD patients (Schrag et al., <xref ref-type="bibr" rid="B170">1998</xref>; Inzelberg et al., <xref ref-type="bibr" rid="B88">2004</xref>; Ferguson et al., <xref ref-type="bibr" rid="B59">2015</xref>), implying that there could be biological differences that dictates the disease outcomes and also the age of onset of PD. There are some evidence that EOPD may be associated with some genetic alterations in the PD progression (Oki et al., <xref ref-type="bibr" rid="B153">2016</xref>), yet the molecular mechanisms to differentiate the EOPD and LOPD progression remains unclear and requires further understanding.</p>
<p>Parkinson&#x00027;s disease (PD) is a multi-factorial disease involving interactions between environment and genetic factors (Farrer, <xref ref-type="bibr" rid="B55">2006</xref>; Sellbach et al., <xref ref-type="bibr" rid="B172">2006</xref>). Initially, PD is thought to be a sporadic disease due to environmental factors such as exposure to toxins namely, paraquat, 1-methyl-4-phenyl-1,2,3,6-tetrahyropyridine (MPTP) or pesticides (Langston et al., <xref ref-type="bibr" rid="B106">1983</xref>; Ascherio and Schwarzschild, <xref ref-type="bibr" rid="B10">2016</xref>). However, in the past few decades, genetic inheritance has been also identified to be one of the causative factors that could contribute to PD progression (Gasser et al., <xref ref-type="bibr" rid="B64">2011</xref>; Lin and Farrer, <xref ref-type="bibr" rid="B119">2014</xref>). About 90% of PD cases are sporadic whereas &#x0003E;10% of PD patients have a family history with the contribution of one or several genetic alterations (Klein and Westenberger, <xref ref-type="bibr" rid="B102">2012</xref>; Ascherio and Schwarzschild, <xref ref-type="bibr" rid="B10">2016</xref>). These genetic alterations in PD can be categorized into autosomal dominant (AD) and autosomal recessive (AR) of PD (Bekris et al., <xref ref-type="bibr" rid="B16">2010</xref>; Klein and Westenberger, <xref ref-type="bibr" rid="B102">2012</xref>). The AD form of PD is associated with alterations of the &#x003B1;-synuclein (<italic>SNCA</italic>) and leucine rich repeat kinase 2 (<italic>LRRK2</italic>) genes (Bekris et al., <xref ref-type="bibr" rid="B16">2010</xref>; Klein and Westenberger, <xref ref-type="bibr" rid="B102">2012</xref>) whereas the Parkin RBR E3 ubiquitin protein ligase (<italic>PRKN)</italic>, Parkinsonism associated deglycase (<italic>PARK7</italic>), PTEN induced putative kinase 1 (<italic>PINK1</italic>) and ATPase 13A2 (<italic>ATP13A2</italic>) genes are linked to the AR form of PD (Nuytemans et al., <xref ref-type="bibr" rid="B151">2010</xref>; Heman-Ackah et al., <xref ref-type="bibr" rid="B82">2013</xref>). Current effective treatments for both motor and non-motor symptoms in PD are available, yet the heterogeneous nature of this disease causes diverse clinical manifestations across the PD patients (Oertel and Schulz, <xref ref-type="bibr" rid="B152">2016</xref>) reducing the effectiveness of those treatments. Moreover, the underlying mechanisms of PD are still poorly understood and the lack of effective approach to differentiate and identify the EOPD and LOPD patients also contribute to the complexity of PD management. Therefore, finding the early diagnostic approaches for EOPD and LOPD are essential for better disease management.</p>
<p>Biological markers, or biomarkers like proteins or other molecular elements which are expressed by cells and tissues can reflect the pathological processes underlying PD progression. The fact that these biomarkers can readily be found in body fluids, such as in blood, urine, or even in cerebrospinal fluid (CSF) (Gwinn et al., <xref ref-type="bibr" rid="B74">2017</xref>) therefore they are the most suitable biomarkers which can accurately diagnose the disease and symptoms, as well as predicting the severity and progression. One such biomarker is microRNAs (miRNAs), in which the recent discovery of miRNAs involvement in PD has garnered interest especially their roles in disease progression (Serafin et al., <xref ref-type="bibr" rid="B173">2014</xref>). miRNAs are single non-coding small RNAs (19&#x02013;24 nucleotides), which are able to regulate gene expression by mRNA repression or mRNA cleavage (Bartel, <xref ref-type="bibr" rid="B13">2004</xref>). Compared to other organs, there are more miRNAs expressed in the human brain, in which previous studies observed that the function of these brain miRNAs are not only restricted to cell fate determination (Meza-Sosa et al., <xref ref-type="bibr" rid="B140">2014</xref>), but are also involved in neuroplasticity and neurobiological functions (Qiu et al., <xref ref-type="bibr" rid="B159">2015</xref>; Batistela et al., <xref ref-type="bibr" rid="B15">2017</xref>). Dysregulation of these miRNAs leads to mitochondrial dysfunction, altered mitochondrial dynamics, accumulation of fragmented mitochondria, oxidative stress, excitotoxicity, cell death and &#x003B1;-synuclein aggregation, thus subsequently causing neurodegeneration (Martin, <xref ref-type="bibr" rid="B131">2010</xref>; Spano et al., <xref ref-type="bibr" rid="B183">2015</xref>). Since a single miRNA can regulate different genes and a single target gene may also be regulated by multiple miRNAs (Qiu et al., <xref ref-type="bibr" rid="B159">2015</xref>), this network regulation of miRNAs and their complementary target mRNAs may provide additional insights on the disease progression and possible new therapeutic approaches. Given these interests, this mini review aimed to discuss the role of PD related genes and their regulatory microRNAs to differentiate the early-onset (EOPD) and late-onset PD (LOPD). The applications and challenges of using these microRNAs as potential biomarkers are also discussed.</p>
</sec>
<sec id="s2">
<title>Early and late onset of parkinson disease</title>
<p>Within the PD patients, those who are below 50 years old when they first exhibited the PD symptoms are classified as EOPD, which is less common compared to LOPD, or typical PD (Schrag et al., <xref ref-type="bibr" rid="B170">1998</xref>; Schrag and Schott, <xref ref-type="bibr" rid="B169">2006</xref>). The mortality of EOPD is two times greater than typical PD cases (Schrag et al., <xref ref-type="bibr" rid="B170">1998</xref>). EOPD patients experience a longer disease course, with slower disease progression and cognitive decline, yet some motor complications such as dyskinesia and dystonia have been observed to develop earlier than LOPD (Schrag et al., <xref ref-type="bibr" rid="B170">1998</xref>; Inzelberg et al., <xref ref-type="bibr" rid="B88">2004</xref>; Ferguson et al., <xref ref-type="bibr" rid="B59">2015</xref>), consequently causing a significant impairment in the quality of life. In fact, a previous study showed that between EOPD and LOPD patients, the dopaminergic neurons (DA) loss is greater in the EOPD group (Fereshtehnejad et al., <xref ref-type="bibr" rid="B58">2014</xref>), implying that there are differences in the underlying pathophysiology and molecular mechanisms. However, more definitive and confirmatory studies are needed to differentiate between these two subsets of PD patients for better management and personalized treatment.</p>
<p>Parkinson&#x00027;s disease (PD) symptoms are usually present when about 70&#x02013;80% of the dopaminergic (DA) neurons are lost (Goldenberg, <xref ref-type="bibr" rid="B68">1990</xref>). The neuropathological hallmark of PD is the deposition of the intracytoplasmic protein inclusions known as Lewy bodies (LB) that are composed of various molecules including &#x003B1;-synuclein (protein product of <italic>SNCA</italic> gene) aggregates, which is responsible for the loss of DA neurons in the midbrain of substantia nigra (Spillantini et al., <xref ref-type="bibr" rid="B184">1997</xref>; Wakabayashi et al., <xref ref-type="bibr" rid="B202">2007</xref>; Longhena et al., <xref ref-type="bibr" rid="B120">2017</xref>). Currently, there is no test or examination that can be performed to diagnose PD at an early stage accurately. The standard approach for PD diagnosis is based on the patient&#x00027;s and family history, and on neurological examination to demonstrate the presence of the common signs and symptoms including bradykinesia, rigidity, and tremor (Massano and Bhatia, <xref ref-type="bibr" rid="B134">2012</xref>). Magnetic resonance imaging has also been used as a tool to analyse for brain abnormalities in which multisystem atrophy, progressive supranuclear palsy or cortical degeneration were identified to differentiate between PD and atypical parkinsonism (Ba and Martin, <xref ref-type="bibr" rid="B11">2015</xref>). However, the sensitivity for this MRI diagnosis was only around 60&#x02013;80% (Kraft et al., <xref ref-type="bibr" rid="B104">2002</xref>; Feng et al., <xref ref-type="bibr" rid="B57">2015</xref>; Hwang et al., <xref ref-type="bibr" rid="B86">2015</xref>) thus limiting its diagnostic value. Nevertheless, the confirmative diagnosis of PD can only be done through a neuropathological investigation by detecting the loss of DA neurons and the presence of LB and Lewy neurites in the brain (Braak et al., <xref ref-type="bibr" rid="B19">2003</xref>; Massano and Bhatia, <xref ref-type="bibr" rid="B134">2012</xref>).</p>
<p>There is currently no single genetic test to accurately identify those who are susceptible to PD. However, recent findings showed that some genetic markers can be used to diagnose EOPD. Genes such as <italic>PRKN, PARK7, PINK1, LRRK2</italic>, and Glucosylceramidase beta (<italic>GBA</italic>) have been consistently shown to be associated with age of onset in PD exclusively (Klein and Westenberger, <xref ref-type="bibr" rid="B102">2012</xref>; Lin and Farrer, <xref ref-type="bibr" rid="B119">2014</xref>). Several genetic mutations in <italic>PRKN</italic> have been associated with EOPD (Deng et al., <xref ref-type="bibr" rid="B44">2008</xref>; Chen H. et al., <xref ref-type="bibr" rid="B29">2016</xref>) in which the frequency of this gene mutations in the EOPD population is about 7.2&#x02013;12.5% (Hardy et al., <xref ref-type="bibr" rid="B77">2009</xref>). In fact, mutations in <italic>PRKN</italic> gene are the most common cause for EOPD that account for 50% of those EOPD patients (onset age &#x0003C;25 years) and about 3&#x02013;7% for EOPD patients (onset age &#x0003D; 30&#x02013;45 years) (L&#x000FC;cking et al., <xref ref-type="bibr" rid="B124">2000</xref>; Periquet et al., <xref ref-type="bibr" rid="B157">2003</xref>). Thus, <italic>PRKN</italic> gene is likely to be the main player of genetic susceptibility in PD progression at a much earlier age. A more rare genetic association was observed for <italic>PINK1</italic> gene, in which the mutations in <italic>PINK1</italic> gene is responsible for about 2&#x02013;4% of EOPD cases in Caucasians (Valente et al., <xref ref-type="bibr" rid="B197">2004</xref>; Bonifati et al., <xref ref-type="bibr" rid="B17">2005</xref>) and 4&#x02013;9% in Asian populations (Li et al., <xref ref-type="bibr" rid="B116">2005</xref>; Tan et al., <xref ref-type="bibr" rid="B188">2006</xref>). Similarly, the mutations in <italic>PARK7</italic> are also rare in EOPD that represent about 1% of the total EOPD cases (Abou-Sleiman et al., <xref ref-type="bibr" rid="B2">2003</xref>; Hague et al., <xref ref-type="bibr" rid="B75">2003</xref>), yet the inheritance of these homozygous or heterozygous mutations of <italic>PARK7</italic> are almost 100% (Schulte and Gasser, <xref ref-type="bibr" rid="B171">2011</xref>), therefore making <italic>PARK7</italic> gene as equally important as <italic>PRKN</italic> gene. On the other hand, <italic>GBA</italic> and <italic>LRKK2</italic> mutations are generally associated with typical PD with the late-onset symptoms, though severe mutations in <italic>GBA</italic> gene tended to be associated with much early age of the PD onset (Lesage et al., <xref ref-type="bibr" rid="B112">2011</xref>). About 8% of the <italic>LRRK2</italic> mutation carriers were EOPD patients (Healy et al., <xref ref-type="bibr" rid="B81">2008</xref>). Therefore, these genes may offer potential diagnostic values in predicting the EOPD and differentiate them from the typical late-onset PD. Nevertheless, these genetic mutations alone (DNA biomarker) may not be enough to differentiate EOPD from LOPD due to PD heterogeneity and their prevalence in the populations. Thus, a combination of these mutated genes as well other related genes and their respective regulatory microRNAs (stable RNA biomarker) should offer a better diagnostic option as they reflect the actual dysregulation of the cellular states and disease progression of EOPD; hence allowing for a sensitive genetic testing to differentiate EOPD from LOPD.</p>
</sec>
<sec id="s3">
<title>microRNA regulatory network in parkinson disease</title>
<p>The microRNA regulatory network in PD has been discussed before, particularly in the potential of miRNAs as circulating biomarkers for the diagnosis and treatment of PD (dos Santos et al., <xref ref-type="bibr" rid="B49">2016</xref>; Ma et al., <xref ref-type="bibr" rid="B126">2016</xref>; Marques et al., <xref ref-type="bibr" rid="B129">2016</xref>; Mushtaq et al., <xref ref-type="bibr" rid="B145">2016</xref>; Batistela et al., <xref ref-type="bibr" rid="B15">2017</xref>), in PD progression (Heman-Ackah et al., <xref ref-type="bibr" rid="B82">2013</xref>) as well as in the oxidative stress pathway (Qiu et al., <xref ref-type="bibr" rid="B160">2014</xref>; Xie and Chen, <xref ref-type="bibr" rid="B216">2016</xref>). However, none of these discussions emphasis on the potential of these miRNAs to differentiate the EOPD from LOPD. From 2011 till now, there were few studies that investigated the miRNAs profile in the EOPD patients and compared them to LOPD patients in which lots of LOPD studies did not include the EOPD comparison (Table <xref ref-type="table" rid="T1">1</xref>). Among these identified miRNAs, few of them showed a promise as a potential biomarker for EOPD especially, when their validated targets/genes are involved in PD progression (Figure <xref ref-type="fig" rid="F1">1</xref>). Among them, miR-34b and miR-34c have been shown to be decreased in the brain tissues in both EOPD and LOPD patients (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>). Since miR-34b and miR-34c are shown to target multiple genes in PD including <italic>PRKN</italic> and <italic>PARK7</italic> (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>), <italic>SNCA</italic> (Kabaria et al., <xref ref-type="bibr" rid="B97">2015b</xref>), <italic>MAPT</italic> (Wu H. et al., <xref ref-type="bibr" rid="B212">2013</xref>), these miRNAs are potentially useful to detect early dysregulation and onset of PD progression. Importantly, miR-331-5p is the only miRNAs that has been identified in plasma of EOPD patients exclusively, with its expression was increased in EOPD patients with no difference was observed in LOPD (Cardo et al., <xref ref-type="bibr" rid="B24">2013</xref>). However, no validated targets/genes were identified for miR-331-5p particularly in PD progression, thus these would require further investigation. From these findings, they implied that the role of miRNAs in PD disease progression is significant and thus could also play a role in the determining the age-onset of PD symptoms. Therefore, the potential roles of these miRNAs and their target genes in differentiating EOPD from LOPD will be discussed below, particularly by looking at the various PD pathological events.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Summary of the altered microRNAs and their targeted genes in Parkinson Disease (PD) with a focus on EOPD and LOPD patients.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>Diagnosis</bold></th>
<th valign="top" align="left"><bold>Sources</bold></th>
<th valign="top" align="left"><bold>miRNAs</bold></th>
<th valign="top" align="left"><bold>miRNA expression in EOPD</bold></th>
<th valign="top" align="left"><bold>miRNA expression in LOPD</bold></th>
<th valign="top" align="left"><bold>Validated target genes associated with PD</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">EOPD</td>
<td valign="top" align="left">Whole Blood (Margis et al., <xref ref-type="bibr" rid="B128">2011</xref>)</td>
<td valign="top" align="left">miR-1</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>BDNF</italic> (Brandenburger et al., <xref ref-type="bibr" rid="B20">2014</xref>; Varendi et al., <xref ref-type="bibr" rid="B199">2014</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-22</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left"><italic>BDNF</italic> (Mui&#x000F1;os-Gimeno et al., <xref ref-type="bibr" rid="B144">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29a</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain Tissues (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>)</td>
<td valign="top" align="left">miR-34b,c</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>PRKN</italic> and <italic>PARK7</italic> (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>), <italic>SNCA</italic> (Kabaria et al., <xref ref-type="bibr" rid="B97">2015b</xref>), <italic>MAPT</italic> (Wu H. et al., <xref ref-type="bibr" rid="B212">2013</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Plasma (Cardo et al., <xref ref-type="bibr" rid="B24">2013</xref>)</td>
<td valign="top" align="left">miR-331-5p</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">NS</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Dong et al., <xref ref-type="bibr" rid="B47">2016</xref>)</td>
<td valign="top" align="left">miR-141</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>KEAP1</italic> (Shi et al., <xref ref-type="bibr" rid="B177">2015</xref>; Wang et al., <xref ref-type="bibr" rid="B205">2016</xref>; Cheng et al., <xref ref-type="bibr" rid="B31">2017</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-146b-5p</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-193a-3p</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td valign="top" align="left">miR-214</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>SNCA</italic> (Wang Z. H. et al., <xref ref-type="bibr" rid="B210">2015</xref>)</td>
</tr> <tr>
<td valign="top" align="left">LOPD</td>
<td valign="top" align="left">Whole Blood (Serafin et al., <xref ref-type="bibr" rid="B174">2015</xref>)</td>
<td valign="top" align="left">miR-103a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-30b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Whole Blood (Yilmaz et al., <xref ref-type="bibr" rid="B222">2016</xref>)</td>
<td valign="top" align="left">miR-3143</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-335-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-4671-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-561-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-579-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissues</td>
<td valign="top" align="left">miR-34b,c</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>PRKN</italic> and <italic>PARK7</italic> (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>), <italic>SNCA</italic> (Kabaria et al., <xref ref-type="bibr" rid="B97">2015b</xref>), <italic>MAPT</italic> (Wu H. et al., <xref ref-type="bibr" rid="B212">2013</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissue (Liao et al., <xref ref-type="bibr" rid="B117">2013</xref>)</td>
<td valign="top" align="left">miR-181a,b,c,d</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>PRKN</italic> (Cheng et al., <xref ref-type="bibr" rid="B32">2016</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-22</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>BDNF</italic> (Mui&#x000F1;os-Gimeno et al., <xref ref-type="bibr" rid="B144">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29a,b,c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissue (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>)</td>
<td valign="top" align="left">miR-106a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>HSPA8</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-21</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>LAMP2A</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>; Su et al., <xref ref-type="bibr" rid="B186">2016</xref>), <italic>PPARA</italic> (Fu et al., <xref ref-type="bibr" rid="B62">2017</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-224</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>LAMP2A</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>), NPAS4 (Choy et al., <xref ref-type="bibr" rid="B35">2017</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-26b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>HSPA8</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>), <italic>RB1</italic> (Absalon et al., <xref ref-type="bibr" rid="B3">2013</xref>), <italic>BDNF</italic> (Caputo et al., <xref ref-type="bibr" rid="B23">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-301b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>HSPA8</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-373</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>LAMP2A</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissue (Cho et al., <xref ref-type="bibr" rid="B33">2013</xref>)</td>
<td valign="top" align="left">miR-205</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>LRRK2</italic> (Cho et al., <xref ref-type="bibr" rid="B33">2013</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissue (Cardo et al., <xref ref-type="bibr" rid="B25">2014</xref>)</td>
<td valign="top" align="left">miR-135b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-198</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-485-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-548d</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissue (Hoss et al., <xref ref-type="bibr" rid="B83">2016</xref>)</td>
<td valign="top" align="left">Let-7i-3p/5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-10b-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">BDNF (Varendi et al., <xref ref-type="bibr" rid="B199">2014</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-1224</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-127-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-127-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>GBA</italic> (Siebert et al., <xref ref-type="bibr" rid="B179">2014</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-16-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-184</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29a-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissues (Tatura et al., <xref ref-type="bibr" rid="B191">2016</xref>)</td>
<td valign="top" align="left">miR-144</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-145</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-199b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-221</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-488</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-543</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-544</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>PARK7</italic> (Jin et al., <xref ref-type="bibr" rid="B94">2016</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-7</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>SNCA</italic> (Junn et al., <xref ref-type="bibr" rid="B95">2009</xref>; Doxakis, <xref ref-type="bibr" rid="B50">2010</xref>),<italic>NLRP3</italic> (Zhou et al., <xref ref-type="bibr" rid="B231">2016</xref>), <italic>RELA</italic> (Choi et al., <xref ref-type="bibr" rid="B34">2014</xref>), <italic>KEAP1</italic> (Kabaria et al., <xref ref-type="bibr" rid="B96">2015a</xref>), <italic>VDAC1</italic> (Chaudhuri et al., <xref ref-type="bibr" rid="B28">2016</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Brain tissues (Wake et al., <xref ref-type="bibr" rid="B203">2016</xref>)</td>
<td valign="top" align="left">miR-225</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-236</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td valign="top" align="left">miR-46</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td/>
<td valign="top" align="left">CSF (Burgos et al., <xref ref-type="bibr" rid="B22">2014</xref>)</td>
<td valign="top" align="left">Let-7g-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-1224-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-127-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-128</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>CYP2D6</italic> (Li et al., <xref ref-type="bibr" rid="B114">2015</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-132-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-19a,b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-212-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-370</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-409-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-4448</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-485-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td valign="top" align="left">miR-873-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td/>
<td valign="top" align="left">CSF (Gui et al., <xref ref-type="bibr" rid="B71">2015</xref>)</td>
<td valign="top" align="left">Let-7g-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-1</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>BDNF</italic> (Brandenburger et al., <xref ref-type="bibr" rid="B20">2014</xref>; Varendi et al., <xref ref-type="bibr" rid="B199">2014</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-103a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-10a-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-119a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-126</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-127-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-132-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-136-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-151</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-153</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>SNCA</italic> (Doxakis, <xref ref-type="bibr" rid="B50">2010</xref>; Kim et al., <xref ref-type="bibr" rid="B101">2013</xref>; Lim and Song, <xref ref-type="bibr" rid="B118">2014</xref>), <italic>NFE2L2</italic> (Narasimhan et al., <xref ref-type="bibr" rid="B146">2014</xref>; Yang W. et al., <xref ref-type="bibr" rid="B219">2015</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-16-2</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-19b-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-22</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>BDNF</italic> (Mui&#x000F1;os-Gimeno et al., <xref ref-type="bibr" rid="B144">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-26a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>BDNF</italic> (Caputo et al., <xref ref-type="bibr" rid="B23">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-28</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>NFE2L2</italic> (Yang et al., <xref ref-type="bibr" rid="B218">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29a,c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-301a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-30b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-331-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-370</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-374</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-409-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-433</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>FGF20</italic> (Wang et al., <xref ref-type="bibr" rid="B204">2008</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-485-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td valign="top" align="left">miR-873-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">CSF (Soreq et al., <xref ref-type="bibr" rid="B182">2013</xref>)</td>
<td valign="top" align="left">miR-1249</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-1274b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-150</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-16</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>HSPA8</italic> (Zhang and Cheng, <xref ref-type="bibr" rid="B228">2014</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-18b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-199b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-20a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-21</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>LAMP2A</italic> (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>; Su et al., <xref ref-type="bibr" rid="B186">2016</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-320a,b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>HSPA8</italic> (Li G. et al., <xref ref-type="bibr" rid="B113">2014</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-378c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-4293</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-671</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-769</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-92b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Plasma (Khoo et al., <xref ref-type="bibr" rid="B100">2012</xref>)</td>
<td valign="top" align="left">miR-222</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-505</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-626</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Botta-Orfila et al., <xref ref-type="bibr" rid="B18">2014</xref>)</td>
<td valign="top" align="left">miR-19b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29a,c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Zhao et al., <xref ref-type="bibr" rid="B229">2014</xref>)</td>
<td valign="top" align="left">miR-133b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>RHOA</italic> (Lu X. C. et al., <xref ref-type="bibr" rid="B122">2015</xref>; Niu et al., <xref ref-type="bibr" rid="B150">2016</xref>)</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Bai et al., <xref ref-type="bibr" rid="B12">2017</xref>)</td>
<td valign="top" align="left">miR-29a,b,c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Ma et al., <xref ref-type="bibr" rid="B126">2016</xref>)</td>
<td valign="top" align="left">miR-146a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-214</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>SNCA</italic> (Wang Z. H. et al., <xref ref-type="bibr" rid="B210">2015</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-221</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Burgos et al., <xref ref-type="bibr" rid="B22">2014</xref>)</td>
<td valign="top" align="left">miR-1294</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-16-2-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-30a,e</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>BDNF</italic> (Mellios et al., <xref ref-type="bibr" rid="B138">2008</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-338-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Vallelunga et al., <xref ref-type="bibr" rid="B198">2014</xref>)</td>
<td valign="top" align="left">miR-148b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-223</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>NLRP3</italic> (Yang Z. et al., <xref ref-type="bibr" rid="B221">2015</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-24</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-30c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-324-3p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Serum (Ding et al., <xref ref-type="bibr" rid="B46">2016</xref>)</td>
<td valign="top" align="left">miR-15b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-181a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>PRKN</italic> (Cheng et al., <xref ref-type="bibr" rid="B32">2016</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-185</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-195</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Increased</td>
<td valign="top" align="left"><italic>BDNF</italic> (Mellios et al., <xref ref-type="bibr" rid="B138">2008</xref>)</td>
</tr>
<tr style="border-bottom: thin solid #000000;">
<td/>
<td/>
<td valign="top" align="left">miR-221</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr> <tr>
<td/>
<td valign="top" align="left">PBMCs (Martins et al., <xref ref-type="bibr" rid="B133">2011</xref>)</td>
<td valign="top" align="left">miR-126</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-126<sup>&#x0002A;</sup></td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">-</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-147</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-151-3p,5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-199a-3p,5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-199b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-19b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-26a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left"><italic>BDNF</italic> (Caputo et al., <xref ref-type="bibr" rid="B23">2011</xref>)</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-28-5p</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-29b,c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-301a</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-30b,c</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-335</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
<tr>
<td/>
<td/>
<td valign="top" align="left">miR-374a,b</td>
<td valign="top" align="left">NC</td>
<td valign="top" align="left">Reduced</td>
<td valign="top" align="left">&#x02013;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Summary of the significantly altered microRNAs expressions in EOPD and LOPD studies. All the validated targets/genes for these microRNAs are listed below only in a relation with PD progression or associated pathways where it is possible. EOPD, early-onset PD, LOPD, late-onset PD, NS, Not significant, NC, No comparison was made. Genes full names are in the <xref ref-type="supplementary-material" rid="SM1">appendix</xref></italic>.</p>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Illustrated regulatory network of altered microRNAs and their targeted genes in pathophysiology of Parkinson&#x00027;s disease. Altered microRNAs from EOPD and LOPD studies are significantly involved in the regulating various molecules in pathophysiological of PD, particularly in mitochondrial dysfunction, oxidative stress, neuro-inflammation, and toxic protein accumulation. Red-colored microRNAs are significantly altered in EOPD patients. Genes full names are in the <xref ref-type="supplementary-material" rid="SM1">appendix</xref>.</p></caption>
<graphic xlink:href="fnmol-10-00352-g0001.tif"/>
</fig>
<sec>
<title>MicroRNAs in mitochondrial dysregulation</title>
<p>One of the earliest events in PD pathophysiological processes is the mitochondrial dysregulation (Figure <xref ref-type="fig" rid="F1">1</xref>). Impairment in oxidative phosphorylation can result in dysregulation of the mitochondrial activity and energy metabolism thus can increase reactive-oxygen-species (ROS) production and oxidative stress, eventually lead to neurotoxicity and death (Dias et al., <xref ref-type="bibr" rid="B45">2013</xref>; Hu and Wang, <xref ref-type="bibr" rid="B84">2016</xref>). This is evident by the reduced of mitochondrial complex I activity observed in PD patients (Schapira et al., <xref ref-type="bibr" rid="B167">1989</xref>) and peroxisome proliferator-activated receptor gamma coactivator 1-alpha (PGC1&#x003B1;), which is an important activator for mitochondrial genes, was decreased in PD patients (Zheng et al., <xref ref-type="bibr" rid="B230">2010</xref>). In fact, experimental studies of using neurotoxin, MPTP (Kolata, <xref ref-type="bibr" rid="B103">1983</xref>) and pesticides like rotenone (Perier et al., <xref ref-type="bibr" rid="B156">2003</xref>) showed similar mitochondrial dysregulation thus, re-affirmed that damaged mitochondria as a key mechanism for DA neuronal impairment. Several keys regulators have been identified in mitochondrial dysregulation in PD, particularly the PRKN and PINK1 interaction (Deas et al., <xref ref-type="bibr" rid="B42">2011</xref>). Previous studies have shown that PINK1 is responsible to detect mitochondrial damage and recruits PRKN enzyme to ubiquitinate the damaged mitochondria (Matsuda et al., <xref ref-type="bibr" rid="B136">2010</xref>; Narendra et al., <xref ref-type="bibr" rid="B147">2010</xref>; Vives-Bauza et al., <xref ref-type="bibr" rid="B200">2010</xref>). This ubiquitination tagging will allow the mitophagy to occur and remove the damaged mitochondria (Deas et al., <xref ref-type="bibr" rid="B42">2011</xref>) from the cytoplasm, therefore preventing the parkinsonism to develop. Moreover, PRKN regulates the Zinc finger protein 746 (also known as PARIS) (Shin et al., <xref ref-type="bibr" rid="B178">2011</xref>), which is a transcriptional repressor of <italic>PGC1</italic>&#x003B1; gene (Scarpulla, <xref ref-type="bibr" rid="B166">2008</xref>). Dyregulation of <italic>PGC1</italic>&#x003B1; expression will affects energy metabolism and mitochondrial biogenesis (Wu et al., <xref ref-type="bibr" rid="B214">1999</xref>). In the progression of PD due to nitrosative stress and ROS, suppression of <italic>PRKN</italic> gene expression resulted in an accumulation of ZNF746 in the cytosol (LaVoie et al., <xref ref-type="bibr" rid="B107">2005</xref>). The formation of the ZNF746 complex selectively downregulates nuclear respiratory factor-1 that controls transcription of the mitochondrial biogenesis, consequently causes DA degeneration (Shin et al., <xref ref-type="bibr" rid="B178">2011</xref>). Besides PRKN and PINK1, PARK7 or also known as protein deglycase (<italic>DJ1</italic>) can bind to mitochondrial complex I subunit, NDUFA4 and NADH dehydrogenase 1 and subsequently prevented PD progression via maintaining the complex 1 activity (Hayashi et al., <xref ref-type="bibr" rid="B79">2009</xref>). Therefore, changes in these genes (<italic>PRKN, PINK1</italic>, and <italic>PARK7</italic>) expression and functions may therefore be indicators of mitochondrial damage and dysregulation that mark the initial progression of PD and neurodegeneration in the patients.</p>
<p>Several studies have implied that miRNAs play crucial role as biomarkers and a therapeutic agent to prevent mitochondrial dysfunction in PD (Figure <xref ref-type="fig" rid="F1">1</xref>). One such is miR-34b and miR-34c that co-regulate both PARK7 and PRKN, as evidently by the suppression of both miRNAs resulted in a significant reduction in the expression of <italic>PARK7</italic> and <italic>PRKN</italic> (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>). Previous study involving PD patients at different stages of the disease, showed that there was a downregulation of 40&#x02013;65% expression of miR-34b and miR-34c in the brain, both in EOPD and LOPD patients (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>; Table <xref ref-type="table" rid="T1">1</xref>). The findings implied that both of these miRNAs may play a role in pathogenesis of PD rather than a consequence of PD progression, since those EOPD patients did not received any drug treatment yet (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>). In addition, suppression of miR-34b/c expressions in the differentiated SH-SY5Y cells also resulted in a moderate reduction of the cell viability, with the presence of altered mitochondrial function, oxidative stress and also the reduction of the total cellular ATP content in the cells (Ma et al., <xref ref-type="bibr" rid="B125">2013</xref>), confirming that the suppression of miR-34b/c is an indicator of early progression of PD due to mitochondrial damages in the patients, consistent with the reduced expressions of miR-34b/c in both EOPD and LOPD studies (Table <xref ref-type="table" rid="T1">1</xref>). Other miRNAs is miR-181a that is highly expressed in the brain (Miska et al., <xref ref-type="bibr" rid="B142">2004</xref>) and can directly regulate <italic>PRKN</italic> gene expression (Cheng et al., <xref ref-type="bibr" rid="B32">2016</xref>). miR-181a expression found to be reduced in the brain (Liao et al., <xref ref-type="bibr" rid="B117">2013</xref>) and serum (Ding et al., <xref ref-type="bibr" rid="B46">2016</xref>) of LOPD patients. Overexpression of miR-181a suppressed <italic>PRKN</italic> expression and partially inhibited the removal of dysfunctional mitochondria by mitophagy (Cheng et al., <xref ref-type="bibr" rid="B32">2016</xref>), thus subsequently leads to disruption in energy maintenance and mitochondrial quality control. Importantly, introduction of PRKN back into the cells eliminated those negative effects of miR-181a (Cheng et al., <xref ref-type="bibr" rid="B32">2016</xref>), implying that an increase of miR-181a expression may reflect the onset of mitochondrial dysregulation consistent with the suppression of PRKN. However, in PD patients, none of the EOPD studies showed changes in miR-181a expression whereas in LOPD patients, miR-181a expression was reduced (Table <xref ref-type="table" rid="T1">1</xref>). Another miRNAs is miR-544 that was increased in the brain tissues of LOPD patients (Tatura et al., <xref ref-type="bibr" rid="B191">2016</xref>) and can directly bind to 3&#x02032;UTR of PARK7 mRNA region to suppress <italic>PARK7</italic> expression (Jin et al., <xref ref-type="bibr" rid="B94">2016</xref>), however, whether miR-544 is implicated in PD progression remains unknown. Another miRNA is miR-7 that regulates <italic>SNCA</italic> expression and &#x003B1;-synuclein level (Junn et al., <xref ref-type="bibr" rid="B95">2009</xref>; Doxakis, <xref ref-type="bibr" rid="B51">2013</xref>). In experimental model of PD, &#x003B1;-synuclein can inhibit mitochondrial complex I activity and causes mitochondrial damage (Martin et al., <xref ref-type="bibr" rid="B132">2006</xref>). This is also showed by an overexpression of pathogenic &#x003B1;-synuclein, A53T/A30P that caused mitochondrial fragmentation via dynamin-like 120 kDa protein, thus implies that &#x003B1;-synuclein also play a role in mitochondrial dysregulation. Moreover, miR-7 also regulates mitochondrial permeability via voltage-dependent anion channel 1 (VDAC1) (Chaudhuri et al., <xref ref-type="bibr" rid="B28">2016</xref>), though how this gene is involved in PD progression particularly in mitochondrial dysregulation would require further studies. Intriguingly, a study of the LRRK2 mice model has identified three differentially expressed miRNAs (miR-16, miR-15a, and miR-21) in <italic>LRRK2</italic>-knockout mice compared to wildtype mice (Dorval et al., <xref ref-type="bibr" rid="B48">2014</xref>). These miRNAs were predicted to affect mitochondrial dysfunction and apoptosis following dysregulation of miR-16/15 expression (Cimmino et al., <xref ref-type="bibr" rid="B36">2005</xref>; Nishi et al., <xref ref-type="bibr" rid="B149">2010</xref>). Interestingly, in this study (Dorval et al., <xref ref-type="bibr" rid="B48">2014</xref>), miR-103 was found to be down-regulated in transgenic mice expressing PD-associated <italic>LRRK2</italic> R1441G mutation when compared to wildtype mice, yet no information of the direct regulation or predicted site of miR-103 in <italic>LRRK2</italic> gene was observed. This miR-103 dysregulation may suggest that there are underlying mechanisms of miR-103 regulation of <italic>LRRK2</italic> gene which may be implicated in PD progression. Previous study showed that elevated level of LRRK2 protein can induce mitochondrial fragmentation via dynamin-like protein (Wang et al., <xref ref-type="bibr" rid="B208">2012</xref>). Nevertheless, some of these miRNAs were altered in the EOPD patients thus may offer diagnostic potential to differentiate EOPD and LOPD, though more information are needed as the comparison for EOPD patients are lacking in those previous studies (Table <xref ref-type="table" rid="T1">1</xref>).</p>
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<sec>
<title>MicroRNAs in &#x003B1;-synuclein regulation and protein control system</title>
<p>SNCA gene encodes the &#x003B1;-synuclein protein and among the important genes that are associated with PD in general, <italic>SNCA</italic> gene is well-recognized as the main player in PD pathogenesis, in which mutations or rearrangements of <italic>SNCA</italic> gene are found in those with autosomal dominant PD (Thomas et al., <xref ref-type="bibr" rid="B193">2011</xref>; Klein and Westenberger, <xref ref-type="bibr" rid="B102">2012</xref>). Genome-wide association studies have demonstrated that <italic>SNCA</italic> gene is significantly associated with PD in multiple populations (Sim&#x000F3;n-S&#x000E1;nchez et al., <xref ref-type="bibr" rid="B180">2009</xref>; Hamza and Payami, <xref ref-type="bibr" rid="B76">2010</xref>; Tan et al., <xref ref-type="bibr" rid="B189">2014</xref>; Guo et al., <xref ref-type="bibr" rid="B72">2015</xref>; Foo et al., <xref ref-type="bibr" rid="B60">2017</xref>). There is evidence of the <italic>SNCA</italic> gene susceptibility alleles affecting the expression and plasma level of <italic>SNCA</italic> (Bekris et al., <xref ref-type="bibr" rid="B16">2010</xref>; Mata et al., <xref ref-type="bibr" rid="B135">2010</xref>), thus reaffirming the important role of SNCA in PD susceptibility. Structurally, &#x003B1;-synuclein is a protein with a natively unfolded monomer which forms &#x003B2;-sheet-rich soluble oligomers (Outeiro et al., <xref ref-type="bibr" rid="B155">2009</xref>; Stefanis, <xref ref-type="bibr" rid="B185">2012</xref>). Mutated &#x003B1;-synuclein protein has a tendency to aggregate and forms a mature fibril which in turn increases the inclination to form LB (Dawson et al., <xref ref-type="bibr" rid="B41">2010</xref>; Stefanis, <xref ref-type="bibr" rid="B185">2012</xref>). Moreover, the accumulation of transmissible &#x003B1;-synuclein aggregates in a cell can be transferable to another cell thus causing a cumulative risk of the LB spreading across the neurons, and eventually inducing major cells deaths (Dauer and Przedborski, <xref ref-type="bibr" rid="B40">2003</xref>; Recasens et al., <xref ref-type="bibr" rid="B162">2014</xref>). Intriguingly, higher levels of normal non-mutated &#x003B1;-synuclein protein also increases &#x003B1;-synuclein protein aggregation and LB formation in PD patients (Singleton et al., <xref ref-type="bibr" rid="B181">2003</xref>), suggesting that slight changes in <italic>SNCA</italic> gene expression or &#x003B1;-synuclein protein level will trigger PD progression regardless of the mutational status of <italic>SNCA</italic> gene or &#x003B1;-synuclein protein. Therefore, it is important that <italic>SNCA</italic> gene expression is tightly regulated in the brain and hence, miRNA regulatory network of <italic>SNCA</italic> gene expression may play important roles in triggering the PD progression and can be the potential biomarkers to identify EOPD.</p>
<p>Several microRNAs are shown to be able to regulate <italic>SNCA</italic> gene expression (Figure <xref ref-type="fig" rid="F1">1</xref>; Recasens et al., <xref ref-type="bibr" rid="B163">2016</xref>), and few of them are significantly been altered in EOPD patients (Table <xref ref-type="table" rid="T1">1</xref>, Figure <xref ref-type="fig" rid="F1">1</xref>). Previous study of miRNA expression profiling in brain tissues of PD patients revealed that decreased expression of miR-34b and miR-34c in amygdala region of the brain can be detected in EOPD patients even without any pre-motor symptoms, though similar miR-34b/c reduction was also seen in LOPD patients (Mi&#x000F1;ones-Moyano et al., <xref ref-type="bibr" rid="B141">2011</xref>). miR-34b/c have been shown to regulate <italic>SNCA</italic> gene expression and &#x003B1;-synuclein protein as well as neuronal toxicity, due to miR-34b, and miR-34c can directly bind to 3&#x02032;UTR of <italic>SNCA</italic> mRNA (Kabaria et al., <xref ref-type="bibr" rid="B97">2015b</xref>). Inhibition of miR-34b and miR-34c expression in SH-SY5Y neuronal cells caused an increase of &#x003B1;-synuclein protein levels and promoted &#x003B1;-synuclein aggregation (Kabaria et al., <xref ref-type="bibr" rid="B97">2015b</xref>). Importantly, in this study (Kabaria et al., <xref ref-type="bibr" rid="B97">2015b</xref>), a single-nucleotide polymorphism (SNP) in <italic>SNCA</italic> gene, rs10024743 which causes a change of U to G nucleotide at the 3&#x02032;UTR of <italic>SNCA</italic> mRNA, inhibited the miR-34b binding to <italic>SNCA</italic> mRNA. These findings suggest that the role of genetic susceptibility in <italic>SNCA</italic> gene can alter the outcome of miRNA regulation and subsequently contribute to PD. Besides that, a previous study that used four miRNAs as serum biomarkers to identify EOPD have found that miR-214 was reduced in both EOPD and LOPD patients, when compared to normal controls, yet its expression did not differ between EOPD and LOPD groups (Table <xref ref-type="table" rid="T1">1</xref>; Dong et al., <xref ref-type="bibr" rid="B47">2016</xref>). Like miR-34b/c, miR-214 has also can regulate <italic>SNCA</italic> gene expression and &#x003B1;-synuclein protein (Wang Z. H. et al., <xref ref-type="bibr" rid="B210">2015</xref>). In fact, miR-214 regulatory action of <italic>SNCA</italic> mRNA expression is linked with the mechanisms of neuroprotection in Resveratrol, a potential therapeutic drug treatment in PD (Albani et al., <xref ref-type="bibr" rid="B6">2010</xref>), therefore implying that this miRNA may have been the molecular regulator of interest in the mechanism of the resveratrol-therapy in PD. Another is miR-7 that is highly expressed in the neurons and can also bind directly to the 3&#x02032;UTR of <italic>SNCA</italic> mRNA (Junn et al., <xref ref-type="bibr" rid="B95">2009</xref>; Doxakis, <xref ref-type="bibr" rid="B51">2013</xref>). miR-7 controls the expression of <italic>SNCA</italic> gene by decreasing the mRNA stability rather than modifying the protein translation rate (Ma et al., <xref ref-type="bibr" rid="B125">2013</xref>). Suppression of <italic>SNCA</italic> gene expression by miR-7 will inhibit proteasome impairment and protect the cells from oxidative stress (Junn et al., <xref ref-type="bibr" rid="B95">2009</xref>). In fact, this neuroprotective of miR-7 against &#x003B1;-synuclein aggregates has been replicated in various experimental conditions to induce cell death, including due to impaired mitochondrial activity (Choi et al., <xref ref-type="bibr" rid="B34">2014</xref>; Fragkouli and Doxakis, <xref ref-type="bibr" rid="B61">2014</xref>) or genetic mutation of A53T in SNCA gene (Fan et al., <xref ref-type="bibr" rid="B54">2016</xref>; Zhou et al., <xref ref-type="bibr" rid="B231">2016</xref>). Despite these neuroprotective actions of miR-7, only one LOPD study actually showed the differentially expressed miR-7 in human samples (Table <xref ref-type="table" rid="T1">1</xref>), in which its expression was reduced in LOPD patients at the region of gyri cinguli (Tatura et al., <xref ref-type="bibr" rid="B191">2016</xref>). This is particularly important as these findings may imply that miR-7 regulation of &#x003B1;-synuclein is more complicated than the normal direct-mRNA binding and suppression, seen in <italic>in vitro</italic> cells or experimental animals or it may suggest that miR-7 regulates multiple target genes thus its expression is highly maintained or there are other underlying regulators. This is partially supported by a previous study that showed <italic>SNCA</italic> gene expression can be synergistically suppressed by combination of miR-7 and miR-153 action (Doxakis, <xref ref-type="bibr" rid="B50">2010</xref>; Kim et al., <xref ref-type="bibr" rid="B101">2013</xref>; Fragkouli and Doxakis, <xref ref-type="bibr" rid="B61">2014</xref>; Lim and Song, <xref ref-type="bibr" rid="B118">2014</xref>), in which endogenous &#x003B1;-synuclein protein level was 30&#x02013;40% reduced (Doxakis, <xref ref-type="bibr" rid="B50">2010</xref>). Like miR-7, miR-153 is also highly expressed in the brain and can directly bind to the 3&#x02032;UTR of <italic>SNCA</italic> mRNA (Doxakis, <xref ref-type="bibr" rid="B50">2010</xref>; Kim et al., <xref ref-type="bibr" rid="B101">2013</xref>; Lim and Song, <xref ref-type="bibr" rid="B118">2014</xref>). This combined regulatory action of miR-7 and miR-153 may therefore explain the lack of alteration in miR-7 and miR-153 expression in PD patients. However, none of these microRNAs are specific enough to differentiate the EOPD from LOPD patients as both miR-34b and c were also altered in LOPD patients (Table <xref ref-type="table" rid="T1">1</xref>). The fact that no association of <italic>SNCA</italic> gene was observed in the susceptibility of EOPD (Martin et al., <xref ref-type="bibr" rid="B130">2011</xref>; Schulte and Gasser, <xref ref-type="bibr" rid="B171">2011</xref>) and this fate is also shared by their regulatory miRNAs, these may imply that measuring <italic>SNCA</italic> gene expression may not suitable for early diagnosis of PD. Nevertheless, some these miRNAs were significantly altered in EOPD patients even with no symptoms observed therefore they offer some potential as biomarkers to differentiate EOPD. Further information is needed to explore and identify more regulatory biomarkers in EOPD, as the current studies were limited in numbers (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<p>The role of &#x003B1;-synuclein in the brain is currently unclear thus investigating on other miRNAs that indirectly regulate <italic>SNCA</italic> gene expression and &#x003B1;-synuclein protein may provide additional information. Intriguingly, lysosomal-associated membrane protein 2A (LAMP2A) and heat shock protein family A member 8 (HSPA8) can also regulate &#x003B1;-synuclein protein level via chaperone-mediated autophagy (Vogiatzi et al., <xref ref-type="bibr" rid="B201">2008</xref>; Alvarez-Erviti et al., <xref ref-type="bibr" rid="B8">2010</xref>). Thus, few miRNAs like miR-21, miR-224, miR-379, and miR-373 that regulate <italic>LAMP2A</italic> expression (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>; Su et al., <xref ref-type="bibr" rid="B186">2016</xref>) and miR-26b, miR-106a, miR-301b, miR-16-1, and miR-320a that regulate <italic>HSPA8</italic> expression (Alvarez-Erviti et al., <xref ref-type="bibr" rid="B9">2013</xref>; Li G. et al., <xref ref-type="bibr" rid="B113">2014</xref>; Zhang and Cheng, <xref ref-type="bibr" rid="B228">2014</xref>) could also be considered as potential biomarkers in PD progression, and these were consistent with their altered expressions in LOPD studies (Table <xref ref-type="table" rid="T1">1</xref>). Similar indirect regulation of <italic>SNCA</italic> gene expression by other miRNAs has also been observed, including miR-133b via RAS homolog family member A (RHOA) (Lu X. C. et al., <xref ref-type="bibr" rid="B122">2015</xref>; Niu et al., <xref ref-type="bibr" rid="B150">2016</xref>), miR-433 via fibroblast growth factor 20 (FGF20) (Wang et al., <xref ref-type="bibr" rid="B204">2008</xref>), miR-128 (Decressac et al., <xref ref-type="bibr" rid="B43">2013</xref>), and miR-155 (Thome et al., <xref ref-type="bibr" rid="B194">2016</xref>), which resulted in changes of <italic>SNCA</italic> expression and protein level. Given that some of these microRNAs were found to be significantly altered in LOPD studies (Table <xref ref-type="table" rid="T1">1</xref>), thus this neuroprotection of miRNAs network in regulating &#x003B1;-synuclein protein level may therefore potentially be used as biomarker for PD progression, though their roles in differentiating EOPD would requires more investigations, as there was no comparison of EOPD in those previous LOPD studies (Table <xref ref-type="table" rid="T1">1</xref>).</p>
<p>Besides &#x003B1;-synuclein, other proteins in the brain have been identified to cause PD, with evidence of dysregulation of protein quality and control system. One such is the <italic>LRRK2</italic> gene that is a candidate gene in autosomal dominant PD (Lesage and Brice, <xref ref-type="bibr" rid="B111">2009</xref>; Kett and Dauer, <xref ref-type="bibr" rid="B99">2012</xref>). LRRK2 is primarily involved in the regulation of neurite maintenance and neuronal survival (MacLeod et al., <xref ref-type="bibr" rid="B127">2006</xref>). Previous study was done in rats to investigate the relationship between <italic>LRRK2</italic> and &#x003B1;-synuclein found that the increase of striatal &#x003B1;-synuclein protein level also increased the mRNA level of <italic>LRRK2</italic> (Gehrke et al., <xref ref-type="bibr" rid="B66">2010</xref>). In fact, regardless of the mutational status of <italic>LRRK2</italic> gene in PD patients with or without LB pathology, &#x0007E;20&#x02013;100% of &#x003B1;-synuclein-positive LB also contained high levels of <italic>LRRK2</italic> mRNA (Daher et al., <xref ref-type="bibr" rid="B39">2014</xref>), which suggests that <italic>LRRK2</italic> and &#x003B1;-synuclein have synergetic effects (Guerreiro et al., <xref ref-type="bibr" rid="B70">2013</xref>). Besides that, a soluble microtubule-associated protein tau (MAPT) that modulates the stability of axonal microtubules (Greggio et al., <xref ref-type="bibr" rid="B69">2006</xref>) had been shown to play a role in the PD progression by interacting with LRRK2. Analogous to the amyloid formation by &#x003B1;-synuclein, MAPT can also form aggregates which deposit into neurofibrillary tangles (Li J.-Q. et al., <xref ref-type="bibr" rid="B115">2014</xref>). There was a significant elevation of phosphorylated MAPT at Thr181 and Ser396 locations in <italic>LRRK2</italic>-overexpressing cells (Kawakami et al., <xref ref-type="bibr" rid="B98">2014</xref>). This increase in MAPT phosphorylation was reduced by <italic>LRRK2</italic> knockdown only at position Thr181, suggesting that LRRK2 positively regulates MAPT phosphorylation at the Thr181 location only. While at the Ser396 location, the MAPT phosphorylation was induced by LRRK2 protein due to unknown mechanism (Li J.-Q. et al., <xref ref-type="bibr" rid="B115">2014</xref>). Nevertheless, these phosphorylated MAPT proteins are implicated in PD progression, especially in the role of toxic protein accumulation. Consequently, overexpression of <italic>LRRK2</italic> expression led to reduced locomotor activity and loss of DA (Saha et al., <xref ref-type="bibr" rid="B164">2009</xref>; Serafin et al., <xref ref-type="bibr" rid="B173">2014</xref>), suggesting that LRRK2 plays an important role in conferring early susceptibility to PD, particularly in controlling the protein levels. Like LRRK2, GBA protein which is a lysosomal membrane protein that cleaves the glycosylceramide (Winfield et al., <xref ref-type="bibr" rid="B211">1997</xref>) also plays a role in protein control system. The loss of lysosomal function arising from dysregulation of GBA will lead to cell toxicity due to accumulation of toxic proteins that can contribute to PD progression (Goker-Alpan et al., <xref ref-type="bibr" rid="B67">2004</xref>). A pilot study on the Jewish population, found that N370S, L444P, T369M, and R469H mutations in the <italic>GBA</italic> gene were associated with PD (Clark et al., <xref ref-type="bibr" rid="B37">2005</xref>), though these findings have not been replicated in other populations. Further studies are needed to confirm the role of GBA in progression of PD, particularly in EOPD, as this gene is currently been associated with LOPD susceptibility (Martin et al., <xref ref-type="bibr" rid="B130">2011</xref>; Schulte and Gasser, <xref ref-type="bibr" rid="B171">2011</xref>). Similar to GBA, ubiquitin-proteasome system (UPS) that comprises of three enzymes, E1, E2 and E3 also been implicated in PD (McNaught et al., <xref ref-type="bibr" rid="B137">2002</xref>). This is supported by the role of PRKN, which has E3 ligase function and loss of PRKN activity caused DA neuron loss without formation of LB (Cook et al., <xref ref-type="bibr" rid="B38">2012</xref>). However, unlike GBA, several mutations in <italic>PRKN</italic> gene have been associated with EOPD (Deng et al., <xref ref-type="bibr" rid="B44">2008</xref>; Chen H. et al., <xref ref-type="bibr" rid="B29">2016</xref>), which exclusively indicates that PRKN plays important roles in early events of PD, particularly in EOPD progression.</p>
<p>Several miRNAs have been shown to regulate <italic>LRRK2</italic> and <italic>GBA</italic> expression (Table <xref ref-type="table" rid="T1">1</xref>, Figure <xref ref-type="fig" rid="F1">1</xref>). A previous study of PD patients compared to healthy controls showed that the circulating levels of miR-335-3p, miR-561-3p, and miR-579-3p were associated with PD susceptibility, with miR-561-3p having the strongest association (Saha et al., <xref ref-type="bibr" rid="B164">2009</xref>). In fact, in comparison between LOPD patients and normal controls also revealed that miR-335-3p, miR-561-3p, and miR-579-3p were reduced in whole blood (Yilmaz et al., <xref ref-type="bibr" rid="B222">2016</xref>) and PBMCs (Martins et al., <xref ref-type="bibr" rid="B133">2011</xref>) samples. However, these miRNAs were only predicted to target <italic>LRRK2</italic> gene (Saha et al., <xref ref-type="bibr" rid="B164">2009</xref>), with no evidence of direct regulation. The only confirmed regulatory miRNAs for LRRK2 is miR-205 that can directly bind to 3&#x02032;UTR region of <italic>LRRK2</italic> mRNA and this miRNA was down-regulated in LOPD patients (Cho et al., <xref ref-type="bibr" rid="B33">2013</xref>). Interestingly, miR-205 prevented neurite outgrowth defects in neurons expressing PD-related <italic>LRRK2</italic> R1441G mutants (Cho et al., <xref ref-type="bibr" rid="B33">2013</xref>), thus suggesting that this miRNA can protect the progression of PD due to LRRK2 genetic susceptibility, which may be a potential therapeutic approach in <italic>LRRK2</italic> PD patients. Another study that compared LRRK2-mutated PD patients to healthy controls (Botta-Orfila et al., <xref ref-type="bibr" rid="B18">2014</xref>), has identified three differentially expressed miRNAs (miR-29c, miR-29a, and miR-19a) in LRRK2-mutated PD patients. Among these miRNAs, two of them (miR-29c and miR-29a) were also found to be differentially expressed in idiopathic PD. As both <italic>LRRK2</italic> PD and idiopathic PD shared similar molecular pathways dysregulation (Botta-Orfila et al., <xref ref-type="bibr" rid="B18">2014</xref>), it implied that the <italic>LRRK2</italic> gene may play a role in early onset of the disease. As for the <italic>MAPT</italic> gene, miR-34c have been shown to directly regulate MAPT phosphorylation and expression yet this was only shown in gastric cancer (Wu H. et al., <xref ref-type="bibr" rid="B212">2013</xref>). Indirect regulation of MAPT phosphorylation was also identified, in which miR-26b regulates RBI (Absalon et al., <xref ref-type="bibr" rid="B3">2013</xref>) and miR-138 regulates RARA/GSK-3&#x003B2; pathway (Wang X. et al., <xref ref-type="bibr" rid="B207">2015</xref>), that resulted in suppression of MAPT phosphorylation. As for <italic>GBA</italic> gene, miR-16&#x02013;5p, and miR-195&#x02013;5p are predicted to regulate <italic>GBA</italic> expression, yet only miR-127-5p was shown to reduce GBA activity and protein synthesis (Siebert et al., <xref ref-type="bibr" rid="B179">2014</xref>), and may contribute to neuronal cell toxicity and PD progression. This is in agreement with previous findings as miR-127-5p expression was increased in the brain tissue of LOPD patients (Hoss et al., <xref ref-type="bibr" rid="B83">2016</xref>), consistent with the findings that GBA gene is altered in LOPD patients and certain mutations in <italic>GBA</italic> were tended to be associated with EOPD (Martin et al., <xref ref-type="bibr" rid="B130">2011</xref>; Schulte and Gasser, <xref ref-type="bibr" rid="B171">2011</xref>). However, to what extend that <italic>LRRK2</italic> and <italic>GBA</italic> genes and their regulatory miRNAs can be used to differentiate and identify EOPD in the patients is still unclear, but they surely are reasonable biomarkers for LOPD patients.</p>
</sec>
<sec>
<title>MicroRNAs in oxidative stress</title>
<p>Another implicated pathway in PD is the oxidative stress that plays important role in disease progression including (1) increasing DNA and mitochondrial DNA mutation, (2) dysregulation of protein homeostasis/degradation, (3) regulation of dopamine release, and (4) disruption of cellular self-defense, protection and survival (Dias et al., <xref ref-type="bibr" rid="B45">2013</xref>). Experimental study of PD showed that increased ROS production and alteration of antioxidants were observed (Cassarino et al., <xref ref-type="bibr" rid="B26">1997</xref>). In fact, endogenous antioxidant, the nuclear factor erythroid 2-related factor 2 (NFE2L2) significantly translocate from the cytoplasm into the nucleus to activate antioxidant activity genes in PD (Ramsey et al., <xref ref-type="bibr" rid="B161">2007</xref>). Usually, NFE2L2 is primarily been suppressed by Kelch-like ECH-associated protein 1 (KEAP1, a NFE2L2 sequester protein) in cytoplasm, but upon under oxidative stress, NFE2L2 activates the expression NADPH quinine oxidoreductase 1, heme oxygenase-1, superoxide dismutase, glutathione and many other antioxidant agents/proteins (Satoh et al., <xref ref-type="bibr" rid="B165">2006</xref>; Zhang et al., <xref ref-type="bibr" rid="B226">2013</xref>). Independent of KEAP1 regulation, <italic>NFE2L2</italic> expression can also be regulated by protein kinase C and glycogen synthase kinase 3 beta or epigenetic factors (Bryan et al., <xref ref-type="bibr" rid="B21">2013</xref>). Importantly, <italic>NFE2L2</italic> gene and its genetic variants have been implicated as a possible marker for EOPD in Australian PD study (Todorovic et al., <xref ref-type="bibr" rid="B196">2015</xref>), thus confirming the role of oxidative stress in EOPD progression. Another important molecule in oxidative stress is PARK7 that can stabilize NFE2L2 and able to regulate superoxide dismutase 1 via interaction with ERK1/2-ELK1 pathway (Wang et al., <xref ref-type="bibr" rid="B209">2011</xref>). Previous studies also showed that PARK7 also acts as an antioxidant (Taira et al., <xref ref-type="bibr" rid="B187">2004</xref>) and as a redox-sensor protein to prevent &#x003B1;-synuclein protein aggregation (Abou-Sleiman et al., <xref ref-type="bibr" rid="B2">2003</xref>; Shendelman et al., <xref ref-type="bibr" rid="B176">2004</xref>). PARK7 is proposed to be involved in mitochondrial protection by directly inhibits 20S proteasome activity and recruits NADPH quinone oxidoreductase-1 to co-regulate 20S proteasome activity via stabilization of NFE2L2 (Moscovitz et al., <xref ref-type="bibr" rid="B143">2015</xref>). Similarly to NFE2L2, hemochromatosis gene is also been considered as a potential biomarker for EOPD (Bartzokis et al., <xref ref-type="bibr" rid="B14">2004</xref>), due to its role in iron metabolism and iron-redox balance in oxidative stress (Faucheux et al., <xref ref-type="bibr" rid="B56">2003</xref>). However, recent studies did not find strong relationship of this gene variants, C282Y and H63D with PD in various populations (Aamodt et al., <xref ref-type="bibr" rid="B1">2007</xref>; Duan et al., <xref ref-type="bibr" rid="B52">2015</xref>; Xia et al., <xref ref-type="bibr" rid="B215">2015</xref>), therefore may imply that the role of this hemochromatosis gene in PD may require further investigation.</p>
<p>Several microRNAs that were identified as biomarkers in PD patients are also implicated in oxidative stress via the genes above (Figure <xref ref-type="fig" rid="F1">1</xref>). One such is miR-153 that can directly regulates <italic>NFE2L2</italic> expression and overexpression of miR-153 led to increase of ROS production in the cells (Narasimhan et al., <xref ref-type="bibr" rid="B146">2014</xref>; Yang W. et al., <xref ref-type="bibr" rid="B219">2015</xref>). This is particularly relevant, as miR-153 expression was increased in CSF of LOPD patients (Gui et al., <xref ref-type="bibr" rid="B71">2015</xref>), which indicates that there are dysregulation of oxidative stress and antioxidant system, consistent with miR-153 regulatory role on NFE2L2. Besides miR-153, miR-7 can also regulate NFE2L2 pathway via direct binding to 3&#x02032;UTR of <italic>KEAP1</italic> mRNA (Kabaria et al., <xref ref-type="bibr" rid="B96">2015a</xref>). Similarly, miR-141 also regulates <italic>KEAP1</italic> expression (Shi et al., <xref ref-type="bibr" rid="B177">2015</xref>; Wang et al., <xref ref-type="bibr" rid="B205">2016</xref>; Cheng et al., <xref ref-type="bibr" rid="B31">2017</xref>), whereas miR-28 directly regulates <italic>NFE2L2</italic> mRNA, independently of KEAP1 (Yang et al., <xref ref-type="bibr" rid="B218">2011</xref>), but these relationships were only observed in other cell types. Aside from that, miR-494 was identified before can directly downregulate <italic>PARK7</italic> expression by binding to the 3&#x02032;UTR of <italic>PARK7</italic> mRNA and overexpression of miR-494 reduced PARK7 protein levels and resulted in increased susceptibility of the neuron cells to oxidative stress (Xiong et al., <xref ref-type="bibr" rid="B217">2014</xref>). Consequently, ROS production was increased when miR-494 is overexpressed in neuron cells, and this effect was diminished by an introduction of PARK7 into those miR-494 overexpressed cells (Xiong et al., <xref ref-type="bibr" rid="B217">2014</xref>), confirming the negative regulation of <italic>PARK7</italic> expression by miR-494 that contributes to PD progression. However, expression of miR-494 was not changed in PD patients, regardless of EOPD or LOPD comparison (Table <xref ref-type="table" rid="T1">1</xref>).</p>
</sec>
<sec>
<title>MicroRNAs in neuro-inflammation</title>
<p>In relation with oxidative stress, neuro-inflammation and immune response are also implicated as key players in the onset of disease progression for both sporadic and familial PD (Chao et al., <xref ref-type="bibr" rid="B27">2014</xref>; Tiwari and Pal, <xref ref-type="bibr" rid="B195">2017</xref>). In fact, previous studies showed that microglial-mediated inflammatory event happens at the early onset of PD (Ouchi et al., <xref ref-type="bibr" rid="B154">2005</xref>; Iannaccone et al., <xref ref-type="bibr" rid="B87">2013</xref>). In the brain, microglia are the major resident immune cells that provide innate immunity, together with astrocytes and oligodendrocytes (Taylor et al., <xref ref-type="bibr" rid="B192">2013</xref>). Usually, microglia maintains the brain healthy environment with neurotrophic factors like brain-derived neurotrophic factor (BDNF), insulin-like growth factor-1 and interleukin 10 (Taylor et al., <xref ref-type="bibr" rid="B192">2013</xref>). Though, the introduction of toxic pesticides or protein aggregates lead to activation of NF&#x003BA;B pathway (Lee, <xref ref-type="bibr" rid="B109">2013</xref>) and increased neurotoxic factors like inflammatory cytokines (TNF&#x003B1;, tumor necrosis factor alpha, interleukins like IL-1b), chemokines (MCP-1 and CCL2), prostaglandins and pattern recognition receptors like toll-like-receptors and nod-like-receptor (NLRs) (Taylor et al., <xref ref-type="bibr" rid="B192">2013</xref>). Subsequently, uncontrolled inflammation events lead to increase of ROS and oxidative stress and eventually neuronal damage (Taylor et al., <xref ref-type="bibr" rid="B192">2013</xref>). The role of these cytokines and inflammatory factors in PD progression have been discussed recently (Tiwari and Pal, <xref ref-type="bibr" rid="B195">2017</xref>). Among them, NLR family, pyrin domain-containing 1 (NLRP1), 3 (NLRP3) and 5 (NLRP5) are known to contribute to neuroinflammation and neuronal death (Meng et al., <xref ref-type="bibr" rid="B139">2014</xref>; Lawana et al., <xref ref-type="bibr" rid="B108">2017</xref>). Others like alpha-2 macroglobulin (A2M) protein, which is a major component of the brain innate immune system and has been linked with EOPD (Kr&#x000FC;ger et al., <xref ref-type="bibr" rid="B105">2000</xref>). However, there are studies that shown an opposite relationship and no correlation between A2M and the age-onset of PD (Nicoletti et al., <xref ref-type="bibr" rid="B148">2002</xref>; Tang et al., <xref ref-type="bibr" rid="B190">2002</xref>; Guo et al., <xref ref-type="bibr" rid="B73">2016</xref>). Taken together, these findings suggest that an active inflammatory process in the CNS of PD patients includes innate immune system.</p>
<p>Regulation of inflammatory initiators by microRNAs may provide beneficial outcomes in PD. This is evident by a study of intracerebral hemorrhage in mice revealed that miR-223 can reduce brain edema and inflammation by direct-inhibition of NLRP3 inflammasome (Yang Z. et al., <xref ref-type="bibr" rid="B221">2015</xref>). As miR-223 expression was increased in LOPD patients (Vallelunga et al., <xref ref-type="bibr" rid="B198">2014</xref>), this may indicate that the increase of miR-223 expression in late-stage was probably a negative feedback mechanism to control the neuroinflammation and possibly to reduce cell death in the late-onset of PD. Whereas, miR-7 that also regulates NLRP3 (Zhou et al., <xref ref-type="bibr" rid="B231">2016</xref>) and proto-oncogene, NF-kB subunit/p65 protein (RELA) (Choi et al., <xref ref-type="bibr" rid="B34">2014</xref>), its expression was reduced in the brain tissues of LOPD patients (Tatura et al., <xref ref-type="bibr" rid="B191">2016</xref>) thus indicates a loss of miR-7 neuroprotection in PD progression. In a mice MPTP model of PD, an introduction of miR-7116 prevented TNF-&#x003B1; production and loss of DA neurons, due to miR-7116 can directly bind to TNF-&#x003B1; to inhibit its production (He et al., <xref ref-type="bibr" rid="B80">2017</xref>). Even though, miR-7116 was not implicated with EOPD or LOPD studies (Table <xref ref-type="table" rid="T1">1</xref>), yet TNF-&#x003B1; itself can regulates other miRNAs that are known regulators for mitochondrial function and subsequently can contribute to oxidative stress and apoptosis (Prajapati et al., <xref ref-type="bibr" rid="B158">2015</xref>). Thus, miR-7116 may play a greater role in the PD progression, especially in the early stage of inflammatory events. Intriguingly, in EOPD patients, both miR-1, and miR-22 expressions were reduced (Margis et al., <xref ref-type="bibr" rid="B128">2011</xref>), and their common validated target/gene is BDNF (Mui&#x000F1;os-Gimeno et al., <xref ref-type="bibr" rid="B144">2011</xref>; Brandenburger et al., <xref ref-type="bibr" rid="B20">2014</xref>; Varendi et al., <xref ref-type="bibr" rid="B199">2014</xref>), which is known to increase dopaminergic neuroprotection (Fumagalli et al., <xref ref-type="bibr" rid="B63">2006</xref>). Therefore, reduced of these microRNAs expression in those EOPD patients may therefore indicates that <italic>BDNF</italic> expression was up-regulated to promote early rescue of DA neurons, thus these miRNAs may potentially be the biomarkers to differentiate EOPD. Despite that, there are other microRNAs that also regulates <italic>BDNF</italic> expression, and some of them are been implicated both in EOPD and LOPD patients (Table <xref ref-type="table" rid="T1">1</xref>). Whether these miRNAs can be used to differentiate EOPD specifically enough is unknown and requires further investigations on their sensitivity and specificity.</p>
</sec>
<sec>
<title>MicroRNAs and others genes in parkinson disease</title>
<p>Other pathways than above have also been discussed in the progression of PD (Alonso-Navarro et al., <xref ref-type="bibr" rid="B7">2014</xref>). One such is the drugs and xenobiotics detoxification mechanisms pathways, in which a mice MPTP model of PD study showed that a polymorphism in cytochrome P450 family two subfamily D member 6 (<italic>CYP2D6</italic>) caused susceptibility to PD (Jim&#x000E9;nez-Jim&#x000E9;nez et al., <xref ref-type="bibr" rid="B93">1991</xref>). Following that, others have shown that some of these detoxification genes, <italic>GSTM1, GSTT1</italic>, and <italic>NAT2</italic> have been implicated in PD with controversial associations (Wang and Wang, <xref ref-type="bibr" rid="B206">2014</xref>; Jim&#x000E9;nez-Jim&#x000E9;nez et al., <xref ref-type="bibr" rid="B91">2016a</xref>). Importantly, <italic>CYP2D6</italic> and <italic>NAT2</italic> genes have been shown exclusively to be associated with EOPD (Ag&#x000FA;ndez et al., <xref ref-type="bibr" rid="B4">1995</xref>; Agundez et al., <xref ref-type="bibr" rid="B5">1998</xref>), implying that these detoxification genes would have be suitable as EOPD biomarkers. Similar to that, genes that are involved in dopamine metabolism and transport (<italic>DRD3, SLC6A3, MTHFR</italic>), also showed to pose a risk for PD (Wu Y.-L. et al., <xref ref-type="bibr" rid="B213">2013</xref>; Zhai et al., <xref ref-type="bibr" rid="B225">2014</xref>; Hassan et al., <xref ref-type="bibr" rid="B78">2016</xref>), with particularly, dopamine receptor D3 (<italic>DRD3</italic>) gene that has been implicated in EOPD patients (Hassan et al., <xref ref-type="bibr" rid="B78">2016</xref>). Due to heterogeneity of PD, various other genes have also been associated with PD in one or two populations, including saitohin protein (Lu et al., <xref ref-type="bibr" rid="B121">2014</xref>), vitamin D receptor (Gatto et al., <xref ref-type="bibr" rid="B65">2016</xref>), semaphorin 5A (Yu et al., <xref ref-type="bibr" rid="B224">2014</xref>), granulin (Chen Y. et al., <xref ref-type="bibr" rid="B30">2016</xref>), histamine N-methyltransferase (<italic>HNMT</italic>) (Jim&#x000E9;nez-Jim&#x000E9;nez et al., <xref ref-type="bibr" rid="B92">2016b</xref>), Ras like without CAAX 2 (Lu Y. et al., <xref ref-type="bibr" rid="B123">2015</xref>; Foo et al., <xref ref-type="bibr" rid="B60">2017</xref>), syntaxin 1B, parkinson disease 16, <italic>FGF20</italic>, glycoprotein nmb (International Parkinson&#x00027;s Disease Genomics and Wellcome Trust Case Control, <xref ref-type="bibr" rid="B89">2011</xref>), serine/threonine kinase 39 (Foo et al., <xref ref-type="bibr" rid="B60">2017</xref>) and huntingtin interacting protein 1 related (<italic>HIP1R</italic>) (Yu et al., <xref ref-type="bibr" rid="B223">2015</xref>) genes. Among these genes, <italic>HNMT</italic> and <italic>HIP1R</italic> genes have been found to be implicated with the age-onset of the disease, specifically for <italic>HNMT</italic> in EOPD (Yang X. et al., <xref ref-type="bibr" rid="B220">2015</xref>) whereas <italic>HIP1R</italic> gene in LOPD (Yu et al., <xref ref-type="bibr" rid="B223">2015</xref>). The roles of these genes in PD progression require further investigation, as some of these genes were only reported once in association, while others have controversial relationships with PD.</p>
<p>Among those miRNAs that been investigated in EOPD and LOPD patients, some of them were found to regulate <italic>CYP2D6</italic> and <italic>DRD3</italic> genes (Table <xref ref-type="table" rid="T1">1</xref>, Figure <xref ref-type="fig" rid="F1">1</xref>). One such is in the comparison between LOPD patients and normal controls, miR-128 expression in CSF samples was found to be reduced (Burgos et al., <xref ref-type="bibr" rid="B22">2014</xref>) and miR-128 can directly bind to <italic>CYP2D6</italic> mRNA and suppression its expression (Li et al., <xref ref-type="bibr" rid="B114">2015</xref>), which may indicates that <italic>CYP2D6</italic> expression was up-regulated in the LOPD patients, consistent with the needs of CYP2D6 to metabolize the neurotoxins in PD. Although Let-7d was no listed in the differentially expressed microRNAs in EOPD and LOPD studies (Table <xref ref-type="table" rid="T1">1</xref>), Let-7d was shown to directly regulate the expression of <italic>DRD3</italic> (Zhang et al., <xref ref-type="bibr" rid="B227">2016</xref>), which is also a gene that have been associated with EOPD (Hassan et al., <xref ref-type="bibr" rid="B78">2016</xref>). However, no validated and significant microRNA was found to regulate <italic>HNMT</italic> and <italic>HIP1R</italic> expression in brain specifically. Despite CYP2D6 gene was associated with EOPD (Ag&#x000FA;ndez et al., <xref ref-type="bibr" rid="B4">1995</xref>; Agundez et al., <xref ref-type="bibr" rid="B5">1998</xref>) yet, its regulatory miRNA was only found to be significant in LOPD studies. The reason for such discrepancies may due to the fact that those LOPD studies did not include a comparison to EOPD patients thus undermines the searching of those miRNAs as biomarkers in EOPD. Also, the possibility of indirect and underlying regulation of these microRNAs and validated targets/genes may also contribute to the inconsistencies. Nevertheless, these miRNAs and their target genes may offer potential diagnostic values in EOPD, as they are significantly altered in patients and some of their target genes are consistently been involved in PD progression, yet further investigations are required to validate such roles.</p>
</sec>
</sec>
<sec id="s4">
<title>Challenges of using miRNA as biomarkers for diagnosis of EOPD</title>
<p>miRNAs have an immense potential as biomarkers for the early diagnosis of PD as they are easily detectable in body fluids and a good number of them correlates with disease progression. Developing a technique to detect PD earlier has become important due to the burden of the disease in which most of the cases are detected when 70&#x02013;80% of the dopaminergic neurons are lost (Goldenberg, <xref ref-type="bibr" rid="B68">1990</xref>), thus reducing the efficiency of the treatment and recovery. The idea for an early diagnosis to prevent the neuro-degeneration by a simple blood sampling is enticing, and this would make the diagnosis of PD more efficient and economical (Khoo et al., <xref ref-type="bibr" rid="B100">2012</xref>). Currently, the physicians diagnose PD by carefully taking the patient&#x00027;s neurological history and performing a thorough physical examination to detect for the symptoms and signs of PD (Jankovic, <xref ref-type="bibr" rid="B90">2008</xref>). To date, the most accurate testing currently available for PD is to image the dopamine system and brain metabolism through specialized brain scanning, and these tests could only be performed in specialized imaging centers, therefore can be very expensive (Lees et al., <xref ref-type="bibr" rid="B110">2009</xref>). Thus, using the miRNAs as blood biomarkers or CSF sampling give new strategy to improve the screening and diagnosis of PD. In fact, combination of the genetic mutation (DNA biomarker) together with regulatory miRNAs (stable RNA biomarker) in a screening panel could offer a better diagnostic approach, with an ability to differentiate the onset and progression of PD as well-determine their severity, hence a sensitive molecular testing.</p>
<p>One of the problems in identifying microRNAs as biomarkers for any disease is the inconsistency of expression between circulating microRNA and the tissue expression. There are a few explanations behind this situation. One reason is that changes in the concentrations of ubiquitous miRNAs causing or associated with the pathology of the disease can be limited and do not necessarily reflect their concentrations in the body fluids due to the small amount of miRNAs from the affected organ or tissues spilling into the circulatory system (Sheinerman and Umansky, <xref ref-type="bibr" rid="B175">2013</xref>). Another reason is that the changes in miRNA expression are more prominent at the site of the pathological hallmark for a particular disease (PD: in substantia nigra) (Heman-Ackah et al., <xref ref-type="bibr" rid="B82">2013</xref>). For a disease like PD, due to blood brain barrier, miRNAs from the brain that are detectable in the serum or plasma samples may be very limited (Sheinerman and Umansky, <xref ref-type="bibr" rid="B175">2013</xref>), hence may not reflect the miRNA expression in the tissue. Therefore, identification of these miRNAs for a purpose of marking each step of disease progression would therefore require more extensive and detailed studies.</p>
<p>It is also a huge challenge to pick the ultimate miRNAs as sensitive biomarkers for EOPD patients. Previous studies in EOPD patients (Table <xref ref-type="table" rid="T1">1</xref>) revealed that there were about 10 significantly expressed miRNAs in EOPD patients, yet their expression was similarly reduced in both EOPD and LOPD patients, except for miR-1, miR-22, and miR-331-5p. Even with that, miR-1 and miR-22 expressions were also found to be reduced in brain tissue (Liao et al., <xref ref-type="bibr" rid="B117">2013</xref>) and in CSF (Gui et al., <xref ref-type="bibr" rid="B71">2015</xref>) samples of LOPD patients, thus indicates that their expressions are also not specific enough for the detection of EOPD. Therefore, we have only one miRNA, miR-331-5p, in which its expression was increased in EOPD patients (Cardo et al., <xref ref-type="bibr" rid="B24">2013</xref>). Focusing on the brain studies, there is one gene target of miR-331 which is the neuropilin 2 (NRP2) that is shown to promote the cell growth and proliferation of glioblastoma (Epis et al., <xref ref-type="bibr" rid="B53">2014</xref>), yet the role of this gene in PD is unknown. Moreover, miR-331 was implicated in neuroprotection in ischemic cortex (Hunsberger et al., <xref ref-type="bibr" rid="B85">2012</xref>) and therefore may suggest that this miRNA possess significant roles in PD but its function requires further study. The fact that its expression was increased in EOPD (Cardo et al., <xref ref-type="bibr" rid="B24">2013</xref>) and never been implicated in LOPD studies, thus these findings imply that miR-331 has a strong potential as a biomarker for EOPD, though further information and studies are needed to validate its role and relationship in PD. Since the published EOPD studies was in lacking in numbers when compared to LOPD patients (Table <xref ref-type="table" rid="T1">1</xref>), there is a need to explore more miRNA profile in EOPD and compared to LOPD patients. Taken together of these findings in PD, it is clear that early events of PD progression, particularly in mitochondrial dysfunction, oxidative stress and neuroinflammation may hold the key genes and miRNAs for EOPD diagnosis. Furthermore, from the known mutations in PD, PRKN, PINK1, NFE2L2, A2M, and PARK7 genes (mitochondrial, oxidative genes and neuro-inflammation) (Kr&#x000FC;ger et al., <xref ref-type="bibr" rid="B105">2000</xref>; Klein and Westenberger, <xref ref-type="bibr" rid="B102">2012</xref>; Lin and Farrer, <xref ref-type="bibr" rid="B119">2014</xref>; Todorovic et al., <xref ref-type="bibr" rid="B196">2015</xref>) and other genes like DRD3 (Hassan et al., <xref ref-type="bibr" rid="B78">2016</xref>) and HNMT (Yang X. et al., <xref ref-type="bibr" rid="B220">2015</xref>) were showed to be associated with EOPD. Therefore, confirming the roles of these genes in early events of PD progression. So, further investigation are needed to allow for new identification of genes and their regulatory miRNAs thus consequently to find new biomarker for PD. It is also worth to mention that the miRNA-based research in PD is still in early exploring stages and not fully clear yet. Even though there are few discrepancies in the findings and its biological targets, some of these miRNAs showed potentials as biomarkers of EOPD, but the limitations in the amount of the previous published studies as well as the PD heterogeneity may therefore emphasize on the need for further investigations and research.</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusion</title>
<p>The characterization and differentiation of EOPD from LOPD may reveal important mechanisms for PD susceptibility and can help tailor the effective management of each subtype. As miRNAs are shown to regulate important genes such as <italic>PRKN, PARK7, PINK1, SNCA</italic>, and others genes in early event of PD progression, they could potentially be harnessed as biomarkers to diagnose EOPD and possibly to improve the management of PD. Although the idea of miRNA-based biomarkers is tempting, few limitations are needed to be considered. Majority of these miRNAs were found in LOPD studies, and the lack of the comparison to EOPD patients may undermine the actual progression marker by miRNA detection. Second, few of the significantly miRNAs were inconsistently expressed between samples types and studies and some of them were not consistently detected either. Therefore, by selecting the miRNAs in comparison of their targets/genes could provide further clarifications on their roles in diagnosing EOPD. Nevertheless, to what extent these miRNAs can be potentially used as biomarkers for early diagnosis for PD is unknown, and would therefore need extensive studies to characterize their regulatory and functional outcomes in differentiating subsets of PD.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>AA drafted and wrote this manuscript, AS and SS were responsible for manuscript writing, editing and critical evaluation, NA, RJ, and NM were responsible for idea conception, critical evaluation and manuscript review.</p>
<sec>
<title>Conflict of interest statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p></sec>
</sec>
</body>
<back>
<ack><p>Muhamad Hafiz Bin Hanifa (Faculty of Applied Science, AIMST University), Yong Chee Xhian (Faculty of Biotechnology and Biomolecular Science, Universiti Putra Malaysia) for helping with articles selection.</p>
</ack>
<sec sec-type="supplementary-material" id="s7">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fnmol.2017.00352/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fnmol.2017.00352/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This review is a part of a research funded by a research grant from Universiti Kebangsaan Malaysia (GUP-2015-040).</p>
</fn>
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