A SNP in a Steroidogenic Enzyme Is Associated with Phenotypic Sex in Seriola Fishes

Vertebrate sex development consists largely of two processes: “sex determination,” the initial bifurcation of sexual identity, and “sex differentiation,” which subsequently facilitates maleness or femaleness according to the sex determination signal. Steroid hormones promote multiple types of sexual...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Current biology 2019-06, Vol.29 (11), p.1901-1909.e8
Hauptverfasser: Koyama, Takashi, Nakamoto, Masatoshi, Morishima, Kagayaki, Yamashita, Ryohei, Yamashita, Takefumi, Sasaki, Kohei, Kuruma, Yosuke, Mizuno, Naoki, Suzuki, Moe, Okada, Yoshiharu, Ieda, Risa, Uchino, Tsubasa, Tasumi, Satoshi, Hosoya, Sho, Uno, Seiichi, Koyama, Jiro, Toyoda, Atsushi, Kikuchi, Kiyoshi, Sakamoto, Takashi
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 1909.e8
container_issue 11
container_start_page 1901
container_title Current biology
container_volume 29
creator Koyama, Takashi
Nakamoto, Masatoshi
Morishima, Kagayaki
Yamashita, Ryohei
Yamashita, Takefumi
Sasaki, Kohei
Kuruma, Yosuke
Mizuno, Naoki
Suzuki, Moe
Okada, Yoshiharu
Ieda, Risa
Uchino, Tsubasa
Tasumi, Satoshi
Hosoya, Sho
Uno, Seiichi
Koyama, Jiro
Toyoda, Atsushi
Kikuchi, Kiyoshi
Sakamoto, Takashi
description Vertebrate sex development consists largely of two processes: “sex determination,” the initial bifurcation of sexual identity, and “sex differentiation,” which subsequently facilitates maleness or femaleness according to the sex determination signal. Steroid hormones promote multiple types of sexual dimorphism in eutherian mammals and avians [1–3], in which they are indispensable for proper sex differentiation. By contrast, in many poikilothermic vertebrates, steroid hormones have been proposed to be key players in sex determination as well as sex differentiation [4–8]. This hypothesis was introduced more than 50 years ago but has never been rigorously tested due to difficulties in discriminating the roles of steroids in sex determination and differentiation. We found that a missense SNP in the gene encoding the steroidogenic enzyme 17β-hydroxysteroid dehydrogenase 1 (Hsd17b1) was perfectly associated with ZZ/ZW sex determination in Seriola fishes. Biochemical analyses revealed that a glutamate residue present specifically in Z-type HSD17B1 attenuated interconversion between 17-keto and 17β-hydroxy steroids relative to the allelic product from the W chromosome, which harbors glycine at that position, by disrupting the hydrogen bond network between the steroid and the enzyme’s catalytic residues. Hsd17b1 mRNA is constitutively expressed in undifferentiated and differentiating gonads of both genotypic sexes, whereas W-type mRNA is expressed only in genotypic females. Meanwhile, Cyp19a1 is predominantly expressed in differentiating ovary. We conclude that the combination of Hsd17b1 alleles determines sex by modulating endogenous estrogen levels in Seriola species. These findings strongly support the long-standing hypothesis on steroids in sex determination. •A trans-species SNP in a steroidogenic Hsd17b1 determines sex in genus Seriola•The Z-linked allele of HSD17B1 attenuates E1 to E2 conversion activity•The data support a long-standing hypothesis on steroid-induced sex determination Koyama et al. report that a SNP in the steroidogenic Hsd17b1 gene, which is involved in estrogen production, strictly correlates with phenotypic sex in Seriola fishes. This SNP causes the G144E/K mutation, which attenuates E1-to-E2 conversion in males. The results strongly support a long-standing hypothesis on steroid-induced sex determination.
doi_str_mv 10.1016/j.cub.2019.04.069
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2232110357</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0960982219304981</els_id><sourcerecordid>2232110357</sourcerecordid><originalsourceid>FETCH-LOGICAL-c396t-77d1f7485d0d2fc1f1b57c84caf10d3202d971e0ff5c9c6d70698d3656d29df23</originalsourceid><addsrcrecordid>eNp9kE1vGjEURa0qVUPT_oBsIi-zmel7nk8rK4SgQUIt0rRra7CfgxGMiT0kpb8-g6BZdvU2596nexi7RUgRsPy2SfVhlQpAmUKeQik_sBHWlUwgz4srNgJZQiJrIa7Z5xg3AChqWX5i1xliBnlRj1gz5s2PJXcdb3nTU_DO-CfqnObT7u9xR3we-ThGr13bk-Gvrl_z5Zo63x_3A9TQn1O2oeD8tuUzF9cUv7CPtt1G-nq5N-z3bPpr8pgsfn6fT8aLRGey7JOqMmirvC4MGGE1WlwVla5z3VoEkwkQRlZIYG2hpS5NNQysTVYWpRHSWJHdsPtz7z745wPFXu1c1LTdth35Q1RCZAIRsqIaUDyjOvgYA1m1D27XhqNCUCeXaqMGl-rkUkGuhldD5u5Sf1jtyLwn_skbgIczQMPIF0dBRe2o02RcIN0r491_6t8ApF-DLw</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2232110357</pqid></control><display><type>article</type><title>A SNP in a Steroidogenic Enzyme Is Associated with Phenotypic Sex in Seriola Fishes</title><source>Cell Press Free Archives</source><source>Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals</source><source>ScienceDirect Journals (5 years ago - present)</source><creator>Koyama, Takashi ; Nakamoto, Masatoshi ; Morishima, Kagayaki ; Yamashita, Ryohei ; Yamashita, Takefumi ; Sasaki, Kohei ; Kuruma, Yosuke ; Mizuno, Naoki ; Suzuki, Moe ; Okada, Yoshiharu ; Ieda, Risa ; Uchino, Tsubasa ; Tasumi, Satoshi ; Hosoya, Sho ; Uno, Seiichi ; Koyama, Jiro ; Toyoda, Atsushi ; Kikuchi, Kiyoshi ; Sakamoto, Takashi</creator><creatorcontrib>Koyama, Takashi ; Nakamoto, Masatoshi ; Morishima, Kagayaki ; Yamashita, Ryohei ; Yamashita, Takefumi ; Sasaki, Kohei ; Kuruma, Yosuke ; Mizuno, Naoki ; Suzuki, Moe ; Okada, Yoshiharu ; Ieda, Risa ; Uchino, Tsubasa ; Tasumi, Satoshi ; Hosoya, Sho ; Uno, Seiichi ; Koyama, Jiro ; Toyoda, Atsushi ; Kikuchi, Kiyoshi ; Sakamoto, Takashi</creatorcontrib><description>Vertebrate sex development consists largely of two processes: “sex determination,” the initial bifurcation of sexual identity, and “sex differentiation,” which subsequently facilitates maleness or femaleness according to the sex determination signal. Steroid hormones promote multiple types of sexual dimorphism in eutherian mammals and avians [1–3], in which they are indispensable for proper sex differentiation. By contrast, in many poikilothermic vertebrates, steroid hormones have been proposed to be key players in sex determination as well as sex differentiation [4–8]. This hypothesis was introduced more than 50 years ago but has never been rigorously tested due to difficulties in discriminating the roles of steroids in sex determination and differentiation. We found that a missense SNP in the gene encoding the steroidogenic enzyme 17β-hydroxysteroid dehydrogenase 1 (Hsd17b1) was perfectly associated with ZZ/ZW sex determination in Seriola fishes. Biochemical analyses revealed that a glutamate residue present specifically in Z-type HSD17B1 attenuated interconversion between 17-keto and 17β-hydroxy steroids relative to the allelic product from the W chromosome, which harbors glycine at that position, by disrupting the hydrogen bond network between the steroid and the enzyme’s catalytic residues. Hsd17b1 mRNA is constitutively expressed in undifferentiated and differentiating gonads of both genotypic sexes, whereas W-type mRNA is expressed only in genotypic females. Meanwhile, Cyp19a1 is predominantly expressed in differentiating ovary. We conclude that the combination of Hsd17b1 alleles determines sex by modulating endogenous estrogen levels in Seriola species. These findings strongly support the long-standing hypothesis on steroids in sex determination. •A trans-species SNP in a steroidogenic Hsd17b1 determines sex in genus Seriola•The Z-linked allele of HSD17B1 attenuates E1 to E2 conversion activity•The data support a long-standing hypothesis on steroid-induced sex determination Koyama et al. report that a SNP in the steroidogenic Hsd17b1 gene, which is involved in estrogen production, strictly correlates with phenotypic sex in Seriola fishes. This SNP causes the G144E/K mutation, which attenuates E1-to-E2 conversion in males. The results strongly support a long-standing hypothesis on steroid-induced sex determination.</description><identifier>ISSN: 0960-9822</identifier><identifier>EISSN: 1879-0445</identifier><identifier>DOI: 10.1016/j.cub.2019.04.069</identifier><identifier>PMID: 31130458</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Seriola ; sex-determining gene ; steroid-induced sex determination</subject><ispartof>Current biology, 2019-06, Vol.29 (11), p.1901-1909.e8</ispartof><rights>2019 Elsevier Ltd</rights><rights>Copyright © 2019 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c396t-77d1f7485d0d2fc1f1b57c84caf10d3202d971e0ff5c9c6d70698d3656d29df23</citedby><cites>FETCH-LOGICAL-c396t-77d1f7485d0d2fc1f1b57c84caf10d3202d971e0ff5c9c6d70698d3656d29df23</cites><orcidid>0000-0001-5435-198X</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.cub.2019.04.069$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27923,27924,45994</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/31130458$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Koyama, Takashi</creatorcontrib><creatorcontrib>Nakamoto, Masatoshi</creatorcontrib><creatorcontrib>Morishima, Kagayaki</creatorcontrib><creatorcontrib>Yamashita, Ryohei</creatorcontrib><creatorcontrib>Yamashita, Takefumi</creatorcontrib><creatorcontrib>Sasaki, Kohei</creatorcontrib><creatorcontrib>Kuruma, Yosuke</creatorcontrib><creatorcontrib>Mizuno, Naoki</creatorcontrib><creatorcontrib>Suzuki, Moe</creatorcontrib><creatorcontrib>Okada, Yoshiharu</creatorcontrib><creatorcontrib>Ieda, Risa</creatorcontrib><creatorcontrib>Uchino, Tsubasa</creatorcontrib><creatorcontrib>Tasumi, Satoshi</creatorcontrib><creatorcontrib>Hosoya, Sho</creatorcontrib><creatorcontrib>Uno, Seiichi</creatorcontrib><creatorcontrib>Koyama, Jiro</creatorcontrib><creatorcontrib>Toyoda, Atsushi</creatorcontrib><creatorcontrib>Kikuchi, Kiyoshi</creatorcontrib><creatorcontrib>Sakamoto, Takashi</creatorcontrib><title>A SNP in a Steroidogenic Enzyme Is Associated with Phenotypic Sex in Seriola Fishes</title><title>Current biology</title><addtitle>Curr Biol</addtitle><description>Vertebrate sex development consists largely of two processes: “sex determination,” the initial bifurcation of sexual identity, and “sex differentiation,” which subsequently facilitates maleness or femaleness according to the sex determination signal. Steroid hormones promote multiple types of sexual dimorphism in eutherian mammals and avians [1–3], in which they are indispensable for proper sex differentiation. By contrast, in many poikilothermic vertebrates, steroid hormones have been proposed to be key players in sex determination as well as sex differentiation [4–8]. This hypothesis was introduced more than 50 years ago but has never been rigorously tested due to difficulties in discriminating the roles of steroids in sex determination and differentiation. We found that a missense SNP in the gene encoding the steroidogenic enzyme 17β-hydroxysteroid dehydrogenase 1 (Hsd17b1) was perfectly associated with ZZ/ZW sex determination in Seriola fishes. Biochemical analyses revealed that a glutamate residue present specifically in Z-type HSD17B1 attenuated interconversion between 17-keto and 17β-hydroxy steroids relative to the allelic product from the W chromosome, which harbors glycine at that position, by disrupting the hydrogen bond network between the steroid and the enzyme’s catalytic residues. Hsd17b1 mRNA is constitutively expressed in undifferentiated and differentiating gonads of both genotypic sexes, whereas W-type mRNA is expressed only in genotypic females. Meanwhile, Cyp19a1 is predominantly expressed in differentiating ovary. We conclude that the combination of Hsd17b1 alleles determines sex by modulating endogenous estrogen levels in Seriola species. These findings strongly support the long-standing hypothesis on steroids in sex determination. •A trans-species SNP in a steroidogenic Hsd17b1 determines sex in genus Seriola•The Z-linked allele of HSD17B1 attenuates E1 to E2 conversion activity•The data support a long-standing hypothesis on steroid-induced sex determination Koyama et al. report that a SNP in the steroidogenic Hsd17b1 gene, which is involved in estrogen production, strictly correlates with phenotypic sex in Seriola fishes. This SNP causes the G144E/K mutation, which attenuates E1-to-E2 conversion in males. The results strongly support a long-standing hypothesis on steroid-induced sex determination.</description><subject>Seriola</subject><subject>sex-determining gene</subject><subject>steroid-induced sex determination</subject><issn>0960-9822</issn><issn>1879-0445</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2019</creationdate><recordtype>article</recordtype><recordid>eNp9kE1vGjEURa0qVUPT_oBsIi-zmel7nk8rK4SgQUIt0rRra7CfgxGMiT0kpb8-g6BZdvU2596nexi7RUgRsPy2SfVhlQpAmUKeQik_sBHWlUwgz4srNgJZQiJrIa7Z5xg3AChqWX5i1xliBnlRj1gz5s2PJXcdb3nTU_DO-CfqnObT7u9xR3we-ThGr13bk-Gvrl_z5Zo63x_3A9TQn1O2oeD8tuUzF9cUv7CPtt1G-nq5N-z3bPpr8pgsfn6fT8aLRGey7JOqMmirvC4MGGE1WlwVla5z3VoEkwkQRlZIYG2hpS5NNQysTVYWpRHSWJHdsPtz7z745wPFXu1c1LTdth35Q1RCZAIRsqIaUDyjOvgYA1m1D27XhqNCUCeXaqMGl-rkUkGuhldD5u5Sf1jtyLwn_skbgIczQMPIF0dBRe2o02RcIN0r491_6t8ApF-DLw</recordid><startdate>20190603</startdate><enddate>20190603</enddate><creator>Koyama, Takashi</creator><creator>Nakamoto, Masatoshi</creator><creator>Morishima, Kagayaki</creator><creator>Yamashita, Ryohei</creator><creator>Yamashita, Takefumi</creator><creator>Sasaki, Kohei</creator><creator>Kuruma, Yosuke</creator><creator>Mizuno, Naoki</creator><creator>Suzuki, Moe</creator><creator>Okada, Yoshiharu</creator><creator>Ieda, Risa</creator><creator>Uchino, Tsubasa</creator><creator>Tasumi, Satoshi</creator><creator>Hosoya, Sho</creator><creator>Uno, Seiichi</creator><creator>Koyama, Jiro</creator><creator>Toyoda, Atsushi</creator><creator>Kikuchi, Kiyoshi</creator><creator>Sakamoto, Takashi</creator><general>Elsevier Ltd</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0001-5435-198X</orcidid></search><sort><creationdate>20190603</creationdate><title>A SNP in a Steroidogenic Enzyme Is Associated with Phenotypic Sex in Seriola Fishes</title><author>Koyama, Takashi ; Nakamoto, Masatoshi ; Morishima, Kagayaki ; Yamashita, Ryohei ; Yamashita, Takefumi ; Sasaki, Kohei ; Kuruma, Yosuke ; Mizuno, Naoki ; Suzuki, Moe ; Okada, Yoshiharu ; Ieda, Risa ; Uchino, Tsubasa ; Tasumi, Satoshi ; Hosoya, Sho ; Uno, Seiichi ; Koyama, Jiro ; Toyoda, Atsushi ; Kikuchi, Kiyoshi ; Sakamoto, Takashi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c396t-77d1f7485d0d2fc1f1b57c84caf10d3202d971e0ff5c9c6d70698d3656d29df23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2019</creationdate><topic>Seriola</topic><topic>sex-determining gene</topic><topic>steroid-induced sex determination</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Koyama, Takashi</creatorcontrib><creatorcontrib>Nakamoto, Masatoshi</creatorcontrib><creatorcontrib>Morishima, Kagayaki</creatorcontrib><creatorcontrib>Yamashita, Ryohei</creatorcontrib><creatorcontrib>Yamashita, Takefumi</creatorcontrib><creatorcontrib>Sasaki, Kohei</creatorcontrib><creatorcontrib>Kuruma, Yosuke</creatorcontrib><creatorcontrib>Mizuno, Naoki</creatorcontrib><creatorcontrib>Suzuki, Moe</creatorcontrib><creatorcontrib>Okada, Yoshiharu</creatorcontrib><creatorcontrib>Ieda, Risa</creatorcontrib><creatorcontrib>Uchino, Tsubasa</creatorcontrib><creatorcontrib>Tasumi, Satoshi</creatorcontrib><creatorcontrib>Hosoya, Sho</creatorcontrib><creatorcontrib>Uno, Seiichi</creatorcontrib><creatorcontrib>Koyama, Jiro</creatorcontrib><creatorcontrib>Toyoda, Atsushi</creatorcontrib><creatorcontrib>Kikuchi, Kiyoshi</creatorcontrib><creatorcontrib>Sakamoto, Takashi</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><jtitle>Current biology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Koyama, Takashi</au><au>Nakamoto, Masatoshi</au><au>Morishima, Kagayaki</au><au>Yamashita, Ryohei</au><au>Yamashita, Takefumi</au><au>Sasaki, Kohei</au><au>Kuruma, Yosuke</au><au>Mizuno, Naoki</au><au>Suzuki, Moe</au><au>Okada, Yoshiharu</au><au>Ieda, Risa</au><au>Uchino, Tsubasa</au><au>Tasumi, Satoshi</au><au>Hosoya, Sho</au><au>Uno, Seiichi</au><au>Koyama, Jiro</au><au>Toyoda, Atsushi</au><au>Kikuchi, Kiyoshi</au><au>Sakamoto, Takashi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A SNP in a Steroidogenic Enzyme Is Associated with Phenotypic Sex in Seriola Fishes</atitle><jtitle>Current biology</jtitle><addtitle>Curr Biol</addtitle><date>2019-06-03</date><risdate>2019</risdate><volume>29</volume><issue>11</issue><spage>1901</spage><epage>1909.e8</epage><pages>1901-1909.e8</pages><issn>0960-9822</issn><eissn>1879-0445</eissn><abstract>Vertebrate sex development consists largely of two processes: “sex determination,” the initial bifurcation of sexual identity, and “sex differentiation,” which subsequently facilitates maleness or femaleness according to the sex determination signal. Steroid hormones promote multiple types of sexual dimorphism in eutherian mammals and avians [1–3], in which they are indispensable for proper sex differentiation. By contrast, in many poikilothermic vertebrates, steroid hormones have been proposed to be key players in sex determination as well as sex differentiation [4–8]. This hypothesis was introduced more than 50 years ago but has never been rigorously tested due to difficulties in discriminating the roles of steroids in sex determination and differentiation. We found that a missense SNP in the gene encoding the steroidogenic enzyme 17β-hydroxysteroid dehydrogenase 1 (Hsd17b1) was perfectly associated with ZZ/ZW sex determination in Seriola fishes. Biochemical analyses revealed that a glutamate residue present specifically in Z-type HSD17B1 attenuated interconversion between 17-keto and 17β-hydroxy steroids relative to the allelic product from the W chromosome, which harbors glycine at that position, by disrupting the hydrogen bond network between the steroid and the enzyme’s catalytic residues. Hsd17b1 mRNA is constitutively expressed in undifferentiated and differentiating gonads of both genotypic sexes, whereas W-type mRNA is expressed only in genotypic females. Meanwhile, Cyp19a1 is predominantly expressed in differentiating ovary. We conclude that the combination of Hsd17b1 alleles determines sex by modulating endogenous estrogen levels in Seriola species. These findings strongly support the long-standing hypothesis on steroids in sex determination. •A trans-species SNP in a steroidogenic Hsd17b1 determines sex in genus Seriola•The Z-linked allele of HSD17B1 attenuates E1 to E2 conversion activity•The data support a long-standing hypothesis on steroid-induced sex determination Koyama et al. report that a SNP in the steroidogenic Hsd17b1 gene, which is involved in estrogen production, strictly correlates with phenotypic sex in Seriola fishes. This SNP causes the G144E/K mutation, which attenuates E1-to-E2 conversion in males. The results strongly support a long-standing hypothesis on steroid-induced sex determination.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>31130458</pmid><doi>10.1016/j.cub.2019.04.069</doi><orcidid>https://orcid.org/0000-0001-5435-198X</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0960-9822
ispartof Current biology, 2019-06, Vol.29 (11), p.1901-1909.e8
issn 0960-9822
1879-0445
language eng
recordid cdi_proquest_miscellaneous_2232110357
source Cell Press Free Archives; Elektronische Zeitschriftenbibliothek - Frei zugängliche E-Journals; ScienceDirect Journals (5 years ago - present)
subjects Seriola
sex-determining gene
steroid-induced sex determination
title A SNP in a Steroidogenic Enzyme Is Associated with Phenotypic Sex in Seriola Fishes
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-11T21%3A05%3A47IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20SNP%20in%20a%20Steroidogenic%20Enzyme%20Is%20Associated%20with%20Phenotypic%20Sex%20in%20Seriola%20Fishes&rft.jtitle=Current%20biology&rft.au=Koyama,%20Takashi&rft.date=2019-06-03&rft.volume=29&rft.issue=11&rft.spage=1901&rft.epage=1909.e8&rft.pages=1901-1909.e8&rft.issn=0960-9822&rft.eissn=1879-0445&rft_id=info:doi/10.1016/j.cub.2019.04.069&rft_dat=%3Cproquest_cross%3E2232110357%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2232110357&rft_id=info:pmid/31130458&rft_els_id=S0960982219304981&rfr_iscdi=true