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Wisteria floribunda agglutinin-positive mac-2 binding protein as an age-independent fibrosis marker in nonalcoholic fatty liver disease
The assessment of liver fibrosis is essential because it correlates with mortality risk in nonalcoholic fatty liver disease (NAFLD). This study aims to examine whether serum fibrosis markers could identify candidate patients likely to have advanced fibrosis. We enrolled 352 patients with NAFLD and p...
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Published in: | Scientific reports 2019-07, Vol.9 (1), p.10109-8, Article 10109 |
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creator | Tamaki, Nobuharu Higuchi, Mayu Kurosaki, Masayuki Kirino, Sakura Osawa, Leona Watakabe, Keiya Wang, Wan Okada, Mao Shimizu, Takao Takaura, Kenta Takada, Hitomi Kaneko, Shun Yasui, Yutaka Tsuchiya, Kaoru Nakanishi, Hiroyuki Itakura, Jun Takahashi, Yuka Enomoto, Nobuyuki Izumi, Namiki |
description | The assessment of liver fibrosis is essential because it correlates with mortality risk in nonalcoholic fatty liver disease (NAFLD). This study aims to examine whether serum fibrosis markers could identify candidate patients likely to have advanced fibrosis. We enrolled 352 patients with NAFLD and performed liver biopsies in 97 patients. The area under the receiver operating characteristic curve (AUROC) of liver stiffness by magnetic resonance elastography for histological advanced fibrosis was 0.910, and the optimal cutoff value was 4.07 kPa. To predict severe liver stiffness (≥4.07 kPa), the AUROC for
Wisteria floribunda
agglutinin-positive mac-2 binding protein (WFA
+
-M2BP) and FIB-4 were 0.897 (cutoff value, 1.08) and 0.880 (cutoff value, 2.53), respectively. After stratification of patients into four age groups as quartile, the optimal cutoff values of WFA
+
-M2BP for predicting severe liver stiffness were similar in each group (1.09, 1.08, 1.10, and 1.12). On the other hand, those of FIB-4 increased in parallel with age (1.47, 2.19, 2.99, and 3.88). In conclusion, WFA
+
-M2BP was precise for estimating severe liver stiffness in NAFLD with single cutoff value independent of age. Hence, identifying high-risk cases using WFA
+
-M2BP from a large number of NAFLD patients is clinically significant. |
doi_str_mv | 10.1038/s41598-019-46172-1 |
format | article |
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Wisteria floribunda
agglutinin-positive mac-2 binding protein (WFA
+
-M2BP) and FIB-4 were 0.897 (cutoff value, 1.08) and 0.880 (cutoff value, 2.53), respectively. After stratification of patients into four age groups as quartile, the optimal cutoff values of WFA
+
-M2BP for predicting severe liver stiffness were similar in each group (1.09, 1.08, 1.10, and 1.12). On the other hand, those of FIB-4 increased in parallel with age (1.47, 2.19, 2.99, and 3.88). In conclusion, WFA
+
-M2BP was precise for estimating severe liver stiffness in NAFLD with single cutoff value independent of age. Hence, identifying high-risk cases using WFA
+
-M2BP from a large number of NAFLD patients is clinically significant.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-019-46172-1</identifier><identifier>PMID: 31300805</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>59/57 ; 692/4020/4021 ; 692/4020/4021/1607 ; Age ; Age Factors ; Aged ; Antigens, Neoplasm - blood ; Antigens, Neoplasm - metabolism ; Biomarkers - blood ; Biomarkers - metabolism ; Biopsy ; Elasticity Imaging Techniques ; Fatty liver ; Female ; Fibrosis ; Health risks ; Humanities and Social Sciences ; Humans ; Liver ; Liver Cirrhosis - diagnostic imaging ; Liver Cirrhosis - metabolism ; Liver Cirrhosis - pathology ; Liver diseases ; Male ; Membrane Glycoproteins - blood ; Membrane Glycoproteins - metabolism ; Middle Aged ; Mortality risk ; multidisciplinary ; Non-alcoholic Fatty Liver Disease - metabolism ; Non-alcoholic Fatty Liver Disease - pathology ; Plant Lectins - metabolism ; Receptors, N-Acetylglucosamine - metabolism ; ROC Curve ; Science ; Science (multidisciplinary) ; Wisteria floribunda</subject><ispartof>Scientific reports, 2019-07, Vol.9 (1), p.10109-8, Article 10109</ispartof><rights>The Author(s) 2019</rights><rights>2019. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c577t-736ee3667defb068ab3a48d47fdfea028920581e747e98df2b2803471fc00f7d3</citedby><cites>FETCH-LOGICAL-c577t-736ee3667defb068ab3a48d47fdfea028920581e747e98df2b2803471fc00f7d3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2256665625/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2256665625?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,25753,27924,27925,37012,37013,44590,53791,53793,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31300805$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tamaki, Nobuharu</creatorcontrib><creatorcontrib>Higuchi, Mayu</creatorcontrib><creatorcontrib>Kurosaki, Masayuki</creatorcontrib><creatorcontrib>Kirino, Sakura</creatorcontrib><creatorcontrib>Osawa, Leona</creatorcontrib><creatorcontrib>Watakabe, Keiya</creatorcontrib><creatorcontrib>Wang, Wan</creatorcontrib><creatorcontrib>Okada, Mao</creatorcontrib><creatorcontrib>Shimizu, Takao</creatorcontrib><creatorcontrib>Takaura, Kenta</creatorcontrib><creatorcontrib>Takada, Hitomi</creatorcontrib><creatorcontrib>Kaneko, Shun</creatorcontrib><creatorcontrib>Yasui, Yutaka</creatorcontrib><creatorcontrib>Tsuchiya, Kaoru</creatorcontrib><creatorcontrib>Nakanishi, Hiroyuki</creatorcontrib><creatorcontrib>Itakura, Jun</creatorcontrib><creatorcontrib>Takahashi, Yuka</creatorcontrib><creatorcontrib>Enomoto, Nobuyuki</creatorcontrib><creatorcontrib>Izumi, Namiki</creatorcontrib><title>Wisteria floribunda agglutinin-positive mac-2 binding protein as an age-independent fibrosis marker in nonalcoholic fatty liver disease</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>The assessment of liver fibrosis is essential because it correlates with mortality risk in nonalcoholic fatty liver disease (NAFLD). This study aims to examine whether serum fibrosis markers could identify candidate patients likely to have advanced fibrosis. We enrolled 352 patients with NAFLD and performed liver biopsies in 97 patients. The area under the receiver operating characteristic curve (AUROC) of liver stiffness by magnetic resonance elastography for histological advanced fibrosis was 0.910, and the optimal cutoff value was 4.07 kPa. To predict severe liver stiffness (≥4.07 kPa), the AUROC for
Wisteria floribunda
agglutinin-positive mac-2 binding protein (WFA
+
-M2BP) and FIB-4 were 0.897 (cutoff value, 1.08) and 0.880 (cutoff value, 2.53), respectively. After stratification of patients into four age groups as quartile, the optimal cutoff values of WFA
+
-M2BP for predicting severe liver stiffness were similar in each group (1.09, 1.08, 1.10, and 1.12). On the other hand, those of FIB-4 increased in parallel with age (1.47, 2.19, 2.99, and 3.88). In conclusion, WFA
+
-M2BP was precise for estimating severe liver stiffness in NAFLD with single cutoff value independent of age. Hence, identifying high-risk cases using WFA
+
-M2BP from a large number of NAFLD patients is clinically significant.</description><subject>59/57</subject><subject>692/4020/4021</subject><subject>692/4020/4021/1607</subject><subject>Age</subject><subject>Age Factors</subject><subject>Aged</subject><subject>Antigens, Neoplasm - blood</subject><subject>Antigens, Neoplasm - metabolism</subject><subject>Biomarkers - blood</subject><subject>Biomarkers - metabolism</subject><subject>Biopsy</subject><subject>Elasticity Imaging Techniques</subject><subject>Fatty liver</subject><subject>Female</subject><subject>Fibrosis</subject><subject>Health risks</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Liver</subject><subject>Liver Cirrhosis - diagnostic imaging</subject><subject>Liver Cirrhosis - metabolism</subject><subject>Liver Cirrhosis - pathology</subject><subject>Liver diseases</subject><subject>Male</subject><subject>Membrane Glycoproteins - blood</subject><subject>Membrane Glycoproteins - metabolism</subject><subject>Middle Aged</subject><subject>Mortality risk</subject><subject>multidisciplinary</subject><subject>Non-alcoholic Fatty Liver Disease - metabolism</subject><subject>Non-alcoholic Fatty Liver Disease - pathology</subject><subject>Plant Lectins - metabolism</subject><subject>Receptors, N-Acetylglucosamine - metabolism</subject><subject>ROC Curve</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Wisteria floribunda</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><recordid>eNp9kctu1TAQhi1ERavTvgALZIkNG4Mv8SUbJFQVqFSJTRFLy0nGqUuOHeykUp-A18anp7SFRb0YW5p_vhnPj9BrRt8zKsyH0jDZGkJZSxrFNCfsBTritJGEC85fPnkfopNSrmk9krcNa1-hQ8EEpYbKI_T7RygL5OCwn1IO3RoHh904TusSYohkTiUs4Qbw1vWE4y7EIcQRzzktECJ2BbsaRyA1ATPUEBfsQ5drXalF-SdkXIUxRTf16SpNocfeLcstnio24yEUcAWO0YF3U4GT-3uDvn8-uzz9Si6-fTk__XRBeqn1QrRQAEIpPYDvqDKuE64xQ6P94MFRblpOpWGgGw2tGTzvuKGi0cz3lHo9iA36uOfOa7eFoa_jZjfZOYc6661NLth_MzFc2THdWKW4olJWwLt7QE6_ViiL3YbSwzS5CGktlnOpVWtYXfEGvf1Pep3WXPdwp1JKScV3QL5X9XVnJYN_GIZRu7Pa7q221Wp7Z7Xdod88_cZDyV9jq0DsBaWm4gj5sfcz2D_1tbdk</recordid><startdate>20190712</startdate><enddate>20190712</enddate><creator>Tamaki, Nobuharu</creator><creator>Higuchi, Mayu</creator><creator>Kurosaki, Masayuki</creator><creator>Kirino, Sakura</creator><creator>Osawa, Leona</creator><creator>Watakabe, Keiya</creator><creator>Wang, Wan</creator><creator>Okada, Mao</creator><creator>Shimizu, Takao</creator><creator>Takaura, Kenta</creator><creator>Takada, Hitomi</creator><creator>Kaneko, Shun</creator><creator>Yasui, Yutaka</creator><creator>Tsuchiya, Kaoru</creator><creator>Nakanishi, Hiroyuki</creator><creator>Itakura, Jun</creator><creator>Takahashi, Yuka</creator><creator>Enomoto, Nobuyuki</creator><creator>Izumi, Namiki</creator><general>Nature Publishing Group UK</general><general>Nature Publishing Group</general><scope>C6C</scope><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>88A</scope><scope>88E</scope><scope>88I</scope><scope>8FE</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>LK8</scope><scope>M0S</scope><scope>M1P</scope><scope>M2P</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20190712</creationdate><title>Wisteria floribunda agglutinin-positive mac-2 binding protein as an age-independent fibrosis marker in nonalcoholic fatty liver disease</title><author>Tamaki, Nobuharu ; Higuchi, Mayu ; Kurosaki, Masayuki ; Kirino, Sakura ; Osawa, Leona ; Watakabe, Keiya ; Wang, Wan ; Okada, Mao ; Shimizu, Takao ; Takaura, Kenta ; Takada, Hitomi ; Kaneko, Shun ; Yasui, Yutaka ; Tsuchiya, Kaoru ; Nakanishi, Hiroyuki ; Itakura, Jun ; Takahashi, Yuka ; Enomoto, Nobuyuki ; Izumi, Namiki</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c577t-736ee3667defb068ab3a48d47fdfea028920581e747e98df2b2803471fc00f7d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>59/57</topic><topic>692/4020/4021</topic><topic>692/4020/4021/1607</topic><topic>Age</topic><topic>Age Factors</topic><topic>Aged</topic><topic>Antigens, Neoplasm - blood</topic><topic>Antigens, Neoplasm - metabolism</topic><topic>Biomarkers - blood</topic><topic>Biomarkers - metabolism</topic><topic>Biopsy</topic><topic>Elasticity Imaging Techniques</topic><topic>Fatty liver</topic><topic>Female</topic><topic>Fibrosis</topic><topic>Health risks</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Liver</topic><topic>Liver Cirrhosis - diagnostic imaging</topic><topic>Liver Cirrhosis - metabolism</topic><topic>Liver Cirrhosis - pathology</topic><topic>Liver diseases</topic><topic>Male</topic><topic>Membrane Glycoproteins - blood</topic><topic>Membrane Glycoproteins - metabolism</topic><topic>Middle Aged</topic><topic>Mortality risk</topic><topic>multidisciplinary</topic><topic>Non-alcoholic Fatty Liver Disease - metabolism</topic><topic>Non-alcoholic Fatty Liver Disease - pathology</topic><topic>Plant Lectins - metabolism</topic><topic>Receptors, N-Acetylglucosamine - metabolism</topic><topic>ROC Curve</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Wisteria floribunda</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tamaki, Nobuharu</creatorcontrib><creatorcontrib>Higuchi, Mayu</creatorcontrib><creatorcontrib>Kurosaki, Masayuki</creatorcontrib><creatorcontrib>Kirino, Sakura</creatorcontrib><creatorcontrib>Osawa, Leona</creatorcontrib><creatorcontrib>Watakabe, Keiya</creatorcontrib><creatorcontrib>Wang, Wan</creatorcontrib><creatorcontrib>Okada, Mao</creatorcontrib><creatorcontrib>Shimizu, Takao</creatorcontrib><creatorcontrib>Takaura, Kenta</creatorcontrib><creatorcontrib>Takada, Hitomi</creatorcontrib><creatorcontrib>Kaneko, Shun</creatorcontrib><creatorcontrib>Yasui, Yutaka</creatorcontrib><creatorcontrib>Tsuchiya, Kaoru</creatorcontrib><creatorcontrib>Nakanishi, Hiroyuki</creatorcontrib><creatorcontrib>Itakura, Jun</creatorcontrib><creatorcontrib>Takahashi, Yuka</creatorcontrib><creatorcontrib>Enomoto, Nobuyuki</creatorcontrib><creatorcontrib>Izumi, Namiki</creatorcontrib><collection>SpringerOpen</collection><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>Biology Database (Alumni Edition)</collection><collection>Medical Database (Alumni Edition)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>ProQuest Science Journals</collection><collection>Biological Science Database</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 Basic</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tamaki, Nobuharu</au><au>Higuchi, Mayu</au><au>Kurosaki, Masayuki</au><au>Kirino, Sakura</au><au>Osawa, Leona</au><au>Watakabe, Keiya</au><au>Wang, Wan</au><au>Okada, Mao</au><au>Shimizu, Takao</au><au>Takaura, Kenta</au><au>Takada, Hitomi</au><au>Kaneko, Shun</au><au>Yasui, Yutaka</au><au>Tsuchiya, Kaoru</au><au>Nakanishi, Hiroyuki</au><au>Itakura, Jun</au><au>Takahashi, Yuka</au><au>Enomoto, Nobuyuki</au><au>Izumi, Namiki</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Wisteria floribunda agglutinin-positive mac-2 binding protein as an age-independent fibrosis marker in nonalcoholic fatty liver disease</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2019-07-12</date><risdate>2019</risdate><volume>9</volume><issue>1</issue><spage>10109</spage><epage>8</epage><pages>10109-8</pages><artnum>10109</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>The assessment of liver fibrosis is essential because it correlates with mortality risk in nonalcoholic fatty liver disease (NAFLD). This study aims to examine whether serum fibrosis markers could identify candidate patients likely to have advanced fibrosis. We enrolled 352 patients with NAFLD and performed liver biopsies in 97 patients. The area under the receiver operating characteristic curve (AUROC) of liver stiffness by magnetic resonance elastography for histological advanced fibrosis was 0.910, and the optimal cutoff value was 4.07 kPa. To predict severe liver stiffness (≥4.07 kPa), the AUROC for
Wisteria floribunda
agglutinin-positive mac-2 binding protein (WFA
+
-M2BP) and FIB-4 were 0.897 (cutoff value, 1.08) and 0.880 (cutoff value, 2.53), respectively. After stratification of patients into four age groups as quartile, the optimal cutoff values of WFA
+
-M2BP for predicting severe liver stiffness were similar in each group (1.09, 1.08, 1.10, and 1.12). On the other hand, those of FIB-4 increased in parallel with age (1.47, 2.19, 2.99, and 3.88). In conclusion, WFA
+
-M2BP was precise for estimating severe liver stiffness in NAFLD with single cutoff value independent of age. Hence, identifying high-risk cases using WFA
+
-M2BP from a large number of NAFLD patients is clinically significant.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>31300805</pmid><doi>10.1038/s41598-019-46172-1</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record> |
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source | Publicly Available Content Database; PubMed Central; Free Full-Text Journals in Chemistry; Springer Nature - nature.com Journals - Fully Open Access |
subjects | 59/57 692/4020/4021 692/4020/4021/1607 Age Age Factors Aged Antigens, Neoplasm - blood Antigens, Neoplasm - metabolism Biomarkers - blood Biomarkers - metabolism Biopsy Elasticity Imaging Techniques Fatty liver Female Fibrosis Health risks Humanities and Social Sciences Humans Liver Liver Cirrhosis - diagnostic imaging Liver Cirrhosis - metabolism Liver Cirrhosis - pathology Liver diseases Male Membrane Glycoproteins - blood Membrane Glycoproteins - metabolism Middle Aged Mortality risk multidisciplinary Non-alcoholic Fatty Liver Disease - metabolism Non-alcoholic Fatty Liver Disease - pathology Plant Lectins - metabolism Receptors, N-Acetylglucosamine - metabolism ROC Curve Science Science (multidisciplinary) Wisteria floribunda |
title | Wisteria floribunda agglutinin-positive mac-2 binding protein as an age-independent fibrosis marker in nonalcoholic fatty liver disease |
url | http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-01T20%3A19%3A19IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Wisteria%20floribunda%20agglutinin-positive%20mac-2%20binding%20protein%20as%20an%20age-independent%20fibrosis%20marker%20in%20nonalcoholic%20fatty%20liver%20disease&rft.jtitle=Scientific%20reports&rft.au=Tamaki,%20Nobuharu&rft.date=2019-07-12&rft.volume=9&rft.issue=1&rft.spage=10109&rft.epage=8&rft.pages=10109-8&rft.artnum=10109&rft.issn=2045-2322&rft.eissn=2045-2322&rft_id=info:doi/10.1038/s41598-019-46172-1&rft_dat=%3Cproquest_pubme%3E2257698131%3C/proquest_pubme%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c577t-736ee3667defb068ab3a48d47fdfea028920581e747e98df2b2803471fc00f7d3%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=2256665625&rft_id=info:pmid/31300805&rfr_iscdi=true |