Genome-Wide CpG Island Methylation Profiles of Cutaneous Skin with and without HPV Infection
HPV infection is one of the most commonly transmitted diseases among the global population. While it can be asymptomatic, non-genital HPV infection often gives rise to cutaneous warts, which are benign growths arising from the epidermal layer of the skin. This study aimed to produce a global analysi...
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description | HPV infection is one of the most commonly transmitted diseases among the global population. While it can be asymptomatic, non-genital HPV infection often gives rise to cutaneous warts, which are benign growths arising from the epidermal layer of the skin. This study aimed to produce a global analysis of the ways in which cutaneous wart formation affected the CpG island methylome. The Infinium MethylationEPIC BeadChip microarray was utilized in order to quantitatively interrogate CpG island methylation in genomic DNA extracted from 24 paired wart and normal skin samples. Differential methylation analysis was carried out by means of assigning a combined rank score using RnBeads. The 1000 top-ranking CpG islands were then subject to Locus Overlap Analysis (LOLA) for enrichment of genomic ranges, while signaling pathway analysis was carried out on the top 100 differentially methylated CpG islands. Differential methylation analysis illustrated that the most differentially methylated CpG islands in warts lay within the
,
,
,
, and
genes. In addition, the most enriched genomic region sets in warts were Sheffield's tissue-clustered DNase hypersensitive sites, ENCODE's segmentation and transcription factor binding sites, codex sites, and the epigenome sites from cistrome. Lastly, signaling pathway analysis showed that the
,
,
,
, and
genes were the most common regulators of the genes associated with the top 100 most differentially methylated CpG islands in warts. Our study shows that HPV-induced cutaneous warts have a clear CpG island methylation profile that sets them apart from normal skin. Such a finding could account for the temporary nature of warts and the capacity for individuals to undergo clinical remission. |
doi_str_mv | 10.3390/ijms20194822 |
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,
,
,
, and
genes. In addition, the most enriched genomic region sets in warts were Sheffield's tissue-clustered DNase hypersensitive sites, ENCODE's segmentation and transcription factor binding sites, codex sites, and the epigenome sites from cistrome. Lastly, signaling pathway analysis showed that the
,
,
,
, and
genes were the most common regulators of the genes associated with the top 100 most differentially methylated CpG islands in warts. Our study shows that HPV-induced cutaneous warts have a clear CpG island methylation profile that sets them apart from normal skin. Such a finding could account for the temporary nature of warts and the capacity for individuals to undergo clinical remission.</description><identifier>ISSN: 1422-0067</identifier><identifier>ISSN: 1661-6596</identifier><identifier>EISSN: 1422-0067</identifier><identifier>DOI: 10.3390/ijms20194822</identifier><identifier>PMID: 31569353</identifier><language>eng</language><publisher>Switzerland: MDPI AG</publisher><subject>Binding sites ; Cell division ; Cervical cancer ; CpG Islands ; Deoxyribonuclease ; Deoxyribonucleic acid ; Dermatitis - genetics ; Dermatitis - virology ; DNA ; DNA Methylation ; DNA microarrays ; Epigenesis, Genetic ; Epigenetics ; Epigenomics - methods ; Fibroblasts ; Gene expression ; Gene Expression Profiling ; Genes ; Genome, Human ; Genomes ; Genomics ; Grb2 protein ; Growth factors ; Human papillomavirus ; Humans ; Infections ; Kinases ; Methylation ; Papillomavirus Infections - genetics ; Papillomavirus Infections - virology ; Principal components analysis ; Proteins ; Remission ; Segmentation ; Signal transduction ; Ski protein ; Skin ; Transcriptome ; Warts</subject><ispartof>International journal of molecular sciences, 2019-09, Vol.20 (19), p.4822</ispartof><rights>2019 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>2019 by the authors. 2019</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-32011a34fc210f62d375463b6f9bc7b7eae97cf015a2aa22655436c8c92aa4a13</citedby><cites>FETCH-LOGICAL-c412t-32011a34fc210f62d375463b6f9bc7b7eae97cf015a2aa22655436c8c92aa4a13</cites><orcidid>0000-0003-4876-7406 ; 0000-0003-0064-0190 ; 0000-0002-1035-0130</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6801420/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC6801420/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,723,776,780,881,27901,27902,53766,53768</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31569353$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Al-Eitan, Laith N</creatorcontrib><creatorcontrib>Alghamdi, Mansour A</creatorcontrib><creatorcontrib>Tarkhan, Amneh H</creatorcontrib><creatorcontrib>Al-Qarqaz, Firas A</creatorcontrib><title>Genome-Wide CpG Island Methylation Profiles of Cutaneous Skin with and without HPV Infection</title><title>International journal of molecular sciences</title><addtitle>Int J Mol Sci</addtitle><description>HPV infection is one of the most commonly transmitted diseases among the global population. While it can be asymptomatic, non-genital HPV infection often gives rise to cutaneous warts, which are benign growths arising from the epidermal layer of the skin. This study aimed to produce a global analysis of the ways in which cutaneous wart formation affected the CpG island methylome. The Infinium MethylationEPIC BeadChip microarray was utilized in order to quantitatively interrogate CpG island methylation in genomic DNA extracted from 24 paired wart and normal skin samples. Differential methylation analysis was carried out by means of assigning a combined rank score using RnBeads. The 1000 top-ranking CpG islands were then subject to Locus Overlap Analysis (LOLA) for enrichment of genomic ranges, while signaling pathway analysis was carried out on the top 100 differentially methylated CpG islands. Differential methylation analysis illustrated that the most differentially methylated CpG islands in warts lay within the
,
,
,
, and
genes. In addition, the most enriched genomic region sets in warts were Sheffield's tissue-clustered DNase hypersensitive sites, ENCODE's segmentation and transcription factor binding sites, codex sites, and the epigenome sites from cistrome. Lastly, signaling pathway analysis showed that the
,
,
,
, and
genes were the most common regulators of the genes associated with the top 100 most differentially methylated CpG islands in warts. Our study shows that HPV-induced cutaneous warts have a clear CpG island methylation profile that sets them apart from normal skin. Such a finding could account for the temporary nature of warts and the capacity for individuals to undergo clinical remission.</description><subject>Binding sites</subject><subject>Cell division</subject><subject>Cervical cancer</subject><subject>CpG Islands</subject><subject>Deoxyribonuclease</subject><subject>Deoxyribonucleic acid</subject><subject>Dermatitis - genetics</subject><subject>Dermatitis - virology</subject><subject>DNA</subject><subject>DNA Methylation</subject><subject>DNA microarrays</subject><subject>Epigenesis, Genetic</subject><subject>Epigenetics</subject><subject>Epigenomics - methods</subject><subject>Fibroblasts</subject><subject>Gene expression</subject><subject>Gene Expression Profiling</subject><subject>Genes</subject><subject>Genome, Human</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Grb2 protein</subject><subject>Growth factors</subject><subject>Human papillomavirus</subject><subject>Humans</subject><subject>Infections</subject><subject>Kinases</subject><subject>Methylation</subject><subject>Papillomavirus Infections - genetics</subject><subject>Papillomavirus Infections - virology</subject><subject>Principal components analysis</subject><subject>Proteins</subject><subject>Remission</subject><subject>Segmentation</subject><subject>Signal transduction</subject><subject>Ski protein</subject><subject>Skin</subject><subject>Transcriptome</subject><subject>Warts</subject><issn>1422-0067</issn><issn>1661-6596</issn><issn>1422-0067</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>8G5</sourceid><sourceid>BENPR</sourceid><sourceid>GUQSH</sourceid><sourceid>M2O</sourceid><recordid>eNpdkc9L5DAcxYO4-PvmWQJePNg1-aZNmosgw-444LKC7noRQiaTOBnbZGxaxf_ellEZPeUbvp883stD6JCSn4xJcuYXdQJCZV4CbKAdmgNkhHCxuTZvo92UFoQAg0JuoW1GCy5ZwXbQ_diGWNvszs8sHi3HeJIqHWb4j23nr5VufQz4uonOVzbh6PCoa3WwsUv45tEH_OLbOR74YYhdiy-v_-NJcNYML_fRD6erZA_ezz307_ev29FldvV3PBldXGUmp9BmrLdPNcudAUochxkTRc7ZlDs5NWIqrLZSGEdooUFrAF4UOeOmNLK_5pqyPXS-0l1209rOjA1toyu1bHytm1cVtVdfN8HP1UN8Vrwk_R-RXuDkXaCJT51Nrap9MraqVlkVgJRCgBRljx5_Qxexa0IfT0GRl5yDKAdHpyvKNDGlxrpPM5SooTa1XluPH60H-IQ_emJvhLSTPA</recordid><startdate>20190928</startdate><enddate>20190928</enddate><creator>Al-Eitan, Laith N</creator><creator>Alghamdi, Mansour A</creator><creator>Tarkhan, Amneh H</creator><creator>Al-Qarqaz, Firas A</creator><general>MDPI AG</general><general>MDPI</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>8G5</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>GUQSH</scope><scope>K9.</scope><scope>M0S</scope><scope>M1P</scope><scope>M2O</scope><scope>MBDVC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-4876-7406</orcidid><orcidid>https://orcid.org/0000-0003-0064-0190</orcidid><orcidid>https://orcid.org/0000-0002-1035-0130</orcidid></search><sort><creationdate>20190928</creationdate><title>Genome-Wide CpG Island Methylation Profiles of Cutaneous Skin with and without HPV Infection</title><author>Al-Eitan, Laith N ; Alghamdi, Mansour A ; Tarkhan, Amneh H ; Al-Qarqaz, Firas A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-32011a34fc210f62d375463b6f9bc7b7eae97cf015a2aa22655436c8c92aa4a13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Binding sites</topic><topic>Cell division</topic><topic>Cervical cancer</topic><topic>CpG Islands</topic><topic>Deoxyribonuclease</topic><topic>Deoxyribonucleic acid</topic><topic>Dermatitis - genetics</topic><topic>Dermatitis - virology</topic><topic>DNA</topic><topic>DNA Methylation</topic><topic>DNA microarrays</topic><topic>Epigenesis, Genetic</topic><topic>Epigenetics</topic><topic>Epigenomics - methods</topic><topic>Fibroblasts</topic><topic>Gene expression</topic><topic>Gene Expression Profiling</topic><topic>Genes</topic><topic>Genome, Human</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Grb2 protein</topic><topic>Growth factors</topic><topic>Human papillomavirus</topic><topic>Humans</topic><topic>Infections</topic><topic>Kinases</topic><topic>Methylation</topic><topic>Papillomavirus Infections - genetics</topic><topic>Papillomavirus Infections - virology</topic><topic>Principal components analysis</topic><topic>Proteins</topic><topic>Remission</topic><topic>Segmentation</topic><topic>Signal transduction</topic><topic>Ski protein</topic><topic>Skin</topic><topic>Transcriptome</topic><topic>Warts</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Al-Eitan, Laith N</creatorcontrib><creatorcontrib>Alghamdi, Mansour A</creatorcontrib><creatorcontrib>Tarkhan, Amneh H</creatorcontrib><creatorcontrib>Al-Qarqaz, Firas A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Health & Medical Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Research Library (Alumni Edition)</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>Research Library Prep</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Research Library</collection><collection>Research Library (Corporate)</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>ProQuest Central Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>International journal of molecular sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Al-Eitan, Laith N</au><au>Alghamdi, Mansour A</au><au>Tarkhan, Amneh H</au><au>Al-Qarqaz, Firas A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome-Wide CpG Island Methylation Profiles of Cutaneous Skin with and without HPV Infection</atitle><jtitle>International journal of molecular sciences</jtitle><addtitle>Int J Mol Sci</addtitle><date>2019-09-28</date><risdate>2019</risdate><volume>20</volume><issue>19</issue><spage>4822</spage><pages>4822-</pages><issn>1422-0067</issn><issn>1661-6596</issn><eissn>1422-0067</eissn><abstract>HPV infection is one of the most commonly transmitted diseases among the global population. While it can be asymptomatic, non-genital HPV infection often gives rise to cutaneous warts, which are benign growths arising from the epidermal layer of the skin. This study aimed to produce a global analysis of the ways in which cutaneous wart formation affected the CpG island methylome. The Infinium MethylationEPIC BeadChip microarray was utilized in order to quantitatively interrogate CpG island methylation in genomic DNA extracted from 24 paired wart and normal skin samples. Differential methylation analysis was carried out by means of assigning a combined rank score using RnBeads. The 1000 top-ranking CpG islands were then subject to Locus Overlap Analysis (LOLA) for enrichment of genomic ranges, while signaling pathway analysis was carried out on the top 100 differentially methylated CpG islands. Differential methylation analysis illustrated that the most differentially methylated CpG islands in warts lay within the
,
,
,
, and
genes. In addition, the most enriched genomic region sets in warts were Sheffield's tissue-clustered DNase hypersensitive sites, ENCODE's segmentation and transcription factor binding sites, codex sites, and the epigenome sites from cistrome. Lastly, signaling pathway analysis showed that the
,
,
,
, and
genes were the most common regulators of the genes associated with the top 100 most differentially methylated CpG islands in warts. Our study shows that HPV-induced cutaneous warts have a clear CpG island methylation profile that sets them apart from normal skin. Such a finding could account for the temporary nature of warts and the capacity for individuals to undergo clinical remission.</abstract><cop>Switzerland</cop><pub>MDPI AG</pub><pmid>31569353</pmid><doi>10.3390/ijms20194822</doi><orcidid>https://orcid.org/0000-0003-4876-7406</orcidid><orcidid>https://orcid.org/0000-0003-0064-0190</orcidid><orcidid>https://orcid.org/0000-0002-1035-0130</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Binding sites Cell division Cervical cancer CpG Islands Deoxyribonuclease Deoxyribonucleic acid Dermatitis - genetics Dermatitis - virology DNA DNA Methylation DNA microarrays Epigenesis, Genetic Epigenetics Epigenomics - methods Fibroblasts Gene expression Gene Expression Profiling Genes Genome, Human Genomes Genomics Grb2 protein Growth factors Human papillomavirus Humans Infections Kinases Methylation Papillomavirus Infections - genetics Papillomavirus Infections - virology Principal components analysis Proteins Remission Segmentation Signal transduction Ski protein Skin Transcriptome Warts |
title | Genome-Wide CpG Island Methylation Profiles of Cutaneous Skin with and without HPV Infection |
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