Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania

Despite significant reductions in malaria transmission across Africa since 2000, progress is stalling. This has been attributed to the development of insecticide resistance and behavioural adaptations in malaria vectors. Whilst insecticide resistance has been widely investigated, there is poorer und...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Scientific reports 2020-09, Vol.10 (1), p.14527, Article 14527
Hauptverfasser: Kreppel, K. S., Viana, M., Main, B. J., Johnson, P. C. D., Govella, N. J., Lee, Y., Maliti, D., Meza, F. C., Lanzaro, G. C., Ferguson, H. M.
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 1
container_start_page 14527
container_title Scientific reports
container_volume 10
creator Kreppel, K. S.
Viana, M.
Main, B. J.
Johnson, P. C. D.
Govella, N. J.
Lee, Y.
Maliti, D.
Meza, F. C.
Lanzaro, G. C.
Ferguson, H. M.
description Despite significant reductions in malaria transmission across Africa since 2000, progress is stalling. This has been attributed to the development of insecticide resistance and behavioural adaptations in malaria vectors. Whilst insecticide resistance has been widely investigated, there is poorer understanding of the emergence, dynamics and impact of mosquito behavioural adaptations. We conducted a longitudinal investigation of malaria vector host choice over 3 years and resting behaviour over 4 years following a mass long-lasting insecticidal nets (LLINs) distribution in Tanzania. By pairing observations of mosquito ecology with environmental monitoring, we quantified longitudinal shifts in host-choice and resting behaviour that are consistent with adaptation to evade LLINs. The density of An. funestus s.l. , declined significantly through time. In tandem, An. arabiensis and An. funestus s.l. exhibited an increased rate of outdoor relative to indoor resting; with An. arabiensis reducing the proportion of blood meals taken from humans in favour of cattle. By accounting for environmental variation, this study detected clear evidence of intra-specific shifts in mosquito behaviour that could be obscured in shorter-term or temporally-coarse surveys. This highlights the importance of mosquito behavioural adaptations to vector control, and the value of longer-term behavioural studies.
doi_str_mv 10.1038/s41598-020-71187-4
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7471940</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>4321607759</sourcerecordid><originalsourceid>FETCH-LOGICAL-c522t-f631c2be2d88c2613c1412ff345c40d739d8694177692c6a3a0979726f81e66c3</originalsourceid><addsrcrecordid>eNp1kU9v1DAQxS0EolXpF-CAInEO2GPHfy5IqCpQaQWXcrZmnUnWZTcudjYSfHq83VItB3yxpfebNzN-jL0W_J3g0r4vSnTOthx4a4SwplXP2Dlw1bUgAZ6fvM_YZSl3vJ4OnBLuJTuTYK10Rp-zH9c7yiNNgZo0NGva4BLTPuO2wSXFHg9CmTPONEYqB2aHW8wRm4XCnHJp4tRgJnzQNnHcNKvVzdcmpIUyjnSQb3H6jVPEV-zFgNtCl4_3Bfv-6fr26ku7-vb55urjqg0dwNwOWooAa4Le2gBayCCUgGGQqguK90a63uq6iDHaQdAokTvjDOjBCtI6yAv24eh7v1_vqA801QW2_j7HHeZfPmH0_ypT3PgxLd4oI5zi1eDto0FOP_dUZn9X_2SqM3thrQYHQnWVgiMVciol0_DUQXB_yMgfM_I1I_-QkVe16M3pbE8lfxOpgDwCpUrTSPmk9_9t_wDPFZzt</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>1886292145</pqid></control><display><type>article</type><title>Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania</title><source>MEDLINE</source><source>DOAJ Directory of Open Access Journals</source><source>Springer Nature OA Free Journals</source><source>Nature Free</source><source>EZB-FREE-00999 freely available EZB journals</source><source>PubMed Central</source><source>Free Full-Text Journals in Chemistry</source><creator>Kreppel, K. S. ; Viana, M. ; Main, B. J. ; Johnson, P. C. D. ; Govella, N. J. ; Lee, Y. ; Maliti, D. ; Meza, F. C. ; Lanzaro, G. C. ; Ferguson, H. M.</creator><creatorcontrib>Kreppel, K. S. ; Viana, M. ; Main, B. J. ; Johnson, P. C. D. ; Govella, N. J. ; Lee, Y. ; Maliti, D. ; Meza, F. C. ; Lanzaro, G. C. ; Ferguson, H. M.</creatorcontrib><description>Despite significant reductions in malaria transmission across Africa since 2000, progress is stalling. This has been attributed to the development of insecticide resistance and behavioural adaptations in malaria vectors. Whilst insecticide resistance has been widely investigated, there is poorer understanding of the emergence, dynamics and impact of mosquito behavioural adaptations. We conducted a longitudinal investigation of malaria vector host choice over 3 years and resting behaviour over 4 years following a mass long-lasting insecticidal nets (LLINs) distribution in Tanzania. By pairing observations of mosquito ecology with environmental monitoring, we quantified longitudinal shifts in host-choice and resting behaviour that are consistent with adaptation to evade LLINs. The density of An. funestus s.l. , declined significantly through time. In tandem, An. arabiensis and An. funestus s.l. exhibited an increased rate of outdoor relative to indoor resting; with An. arabiensis reducing the proportion of blood meals taken from humans in favour of cattle. By accounting for environmental variation, this study detected clear evidence of intra-specific shifts in mosquito behaviour that could be obscured in shorter-term or temporally-coarse surveys. This highlights the importance of mosquito behavioural adaptations to vector control, and the value of longer-term behavioural studies.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-020-71187-4</identifier><identifier>PMID: 32883976</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>631/158 ; 631/158/856 ; 692/699 ; 692/699/255 ; 692/699/255/1629 ; Adaptation ; Animals ; Anopheles - parasitology ; Antennae ; Aquatic insects ; Body size ; Cattle ; Coleoptera ; Collembola ; Disease transmission ; Environmental accounting ; Environmental monitoring ; Humanities and Social Sciences ; Humans ; Insecticide Resistance ; Insecticide-Treated Bednets ; Insecticides ; Insecticides - therapeutic use ; Malaria ; Malaria - prevention &amp; control ; Malaria - transmission ; Mandible ; Morphology ; Mosquito Control ; Mosquito Vectors - parasitology ; Mosquitoes ; multidisciplinary ; New species ; Predation ; Prey ; Science ; Science (multidisciplinary) ; Tanzania ; Vector-borne diseases</subject><ispartof>Scientific reports, 2020-09, Vol.10 (1), p.14527, Article 14527</ispartof><rights>The Author(s) 2020</rights><rights>The Author(s) 2020. 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-c522t-f631c2be2d88c2613c1412ff345c40d739d8694177692c6a3a0979726f81e66c3</citedby><cites>FETCH-LOGICAL-c522t-f631c2be2d88c2613c1412ff345c40d739d8694177692c6a3a0979726f81e66c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471940/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7471940/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,315,728,781,785,865,886,27926,27927,41122,42191,51578,53793,53795</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32883976$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kreppel, K. S.</creatorcontrib><creatorcontrib>Viana, M.</creatorcontrib><creatorcontrib>Main, B. J.</creatorcontrib><creatorcontrib>Johnson, P. C. D.</creatorcontrib><creatorcontrib>Govella, N. J.</creatorcontrib><creatorcontrib>Lee, Y.</creatorcontrib><creatorcontrib>Maliti, D.</creatorcontrib><creatorcontrib>Meza, F. C.</creatorcontrib><creatorcontrib>Lanzaro, G. C.</creatorcontrib><creatorcontrib>Ferguson, H. M.</creatorcontrib><title>Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Despite significant reductions in malaria transmission across Africa since 2000, progress is stalling. This has been attributed to the development of insecticide resistance and behavioural adaptations in malaria vectors. Whilst insecticide resistance has been widely investigated, there is poorer understanding of the emergence, dynamics and impact of mosquito behavioural adaptations. We conducted a longitudinal investigation of malaria vector host choice over 3 years and resting behaviour over 4 years following a mass long-lasting insecticidal nets (LLINs) distribution in Tanzania. By pairing observations of mosquito ecology with environmental monitoring, we quantified longitudinal shifts in host-choice and resting behaviour that are consistent with adaptation to evade LLINs. The density of An. funestus s.l. , declined significantly through time. In tandem, An. arabiensis and An. funestus s.l. exhibited an increased rate of outdoor relative to indoor resting; with An. arabiensis reducing the proportion of blood meals taken from humans in favour of cattle. By accounting for environmental variation, this study detected clear evidence of intra-specific shifts in mosquito behaviour that could be obscured in shorter-term or temporally-coarse surveys. This highlights the importance of mosquito behavioural adaptations to vector control, and the value of longer-term behavioural studies.</description><subject>631/158</subject><subject>631/158/856</subject><subject>692/699</subject><subject>692/699/255</subject><subject>692/699/255/1629</subject><subject>Adaptation</subject><subject>Animals</subject><subject>Anopheles - parasitology</subject><subject>Antennae</subject><subject>Aquatic insects</subject><subject>Body size</subject><subject>Cattle</subject><subject>Coleoptera</subject><subject>Collembola</subject><subject>Disease transmission</subject><subject>Environmental accounting</subject><subject>Environmental monitoring</subject><subject>Humanities and Social Sciences</subject><subject>Humans</subject><subject>Insecticide Resistance</subject><subject>Insecticide-Treated Bednets</subject><subject>Insecticides</subject><subject>Insecticides - therapeutic use</subject><subject>Malaria</subject><subject>Malaria - prevention &amp; control</subject><subject>Malaria - transmission</subject><subject>Mandible</subject><subject>Morphology</subject><subject>Mosquito Control</subject><subject>Mosquito Vectors - parasitology</subject><subject>Mosquitoes</subject><subject>multidisciplinary</subject><subject>New species</subject><subject>Predation</subject><subject>Prey</subject><subject>Science</subject><subject>Science (multidisciplinary)</subject><subject>Tanzania</subject><subject>Vector-borne diseases</subject><issn>2045-2322</issn><issn>2045-2322</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>C6C</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp1kU9v1DAQxS0EolXpF-CAInEO2GPHfy5IqCpQaQWXcrZmnUnWZTcudjYSfHq83VItB3yxpfebNzN-jL0W_J3g0r4vSnTOthx4a4SwplXP2Dlw1bUgAZ6fvM_YZSl3vJ4OnBLuJTuTYK10Rp-zH9c7yiNNgZo0NGva4BLTPuO2wSXFHg9CmTPONEYqB2aHW8wRm4XCnHJp4tRgJnzQNnHcNKvVzdcmpIUyjnSQb3H6jVPEV-zFgNtCl4_3Bfv-6fr26ku7-vb55urjqg0dwNwOWooAa4Le2gBayCCUgGGQqguK90a63uq6iDHaQdAokTvjDOjBCtI6yAv24eh7v1_vqA801QW2_j7HHeZfPmH0_ypT3PgxLd4oI5zi1eDto0FOP_dUZn9X_2SqM3thrQYHQnWVgiMVciol0_DUQXB_yMgfM_I1I_-QkVe16M3pbE8lfxOpgDwCpUrTSPmk9_9t_wDPFZzt</recordid><startdate>20200903</startdate><enddate>20200903</enddate><creator>Kreppel, K. S.</creator><creator>Viana, M.</creator><creator>Main, B. J.</creator><creator>Johnson, P. C. D.</creator><creator>Govella, N. J.</creator><creator>Lee, Y.</creator><creator>Maliti, D.</creator><creator>Meza, F. C.</creator><creator>Lanzaro, G. C.</creator><creator>Ferguson, H. M.</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>5PM</scope></search><sort><creationdate>20200903</creationdate><title>Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania</title><author>Kreppel, K. S. ; Viana, M. ; Main, B. J. ; Johnson, P. C. D. ; Govella, N. J. ; Lee, Y. ; Maliti, D. ; Meza, F. C. ; Lanzaro, G. C. ; Ferguson, H. M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c522t-f631c2be2d88c2613c1412ff345c40d739d8694177692c6a3a0979726f81e66c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>631/158</topic><topic>631/158/856</topic><topic>692/699</topic><topic>692/699/255</topic><topic>692/699/255/1629</topic><topic>Adaptation</topic><topic>Animals</topic><topic>Anopheles - parasitology</topic><topic>Antennae</topic><topic>Aquatic insects</topic><topic>Body size</topic><topic>Cattle</topic><topic>Coleoptera</topic><topic>Collembola</topic><topic>Disease transmission</topic><topic>Environmental accounting</topic><topic>Environmental monitoring</topic><topic>Humanities and Social Sciences</topic><topic>Humans</topic><topic>Insecticide Resistance</topic><topic>Insecticide-Treated Bednets</topic><topic>Insecticides</topic><topic>Insecticides - therapeutic use</topic><topic>Malaria</topic><topic>Malaria - prevention &amp; control</topic><topic>Malaria - transmission</topic><topic>Mandible</topic><topic>Morphology</topic><topic>Mosquito Control</topic><topic>Mosquito Vectors - parasitology</topic><topic>Mosquitoes</topic><topic>multidisciplinary</topic><topic>New species</topic><topic>Predation</topic><topic>Prey</topic><topic>Science</topic><topic>Science (multidisciplinary)</topic><topic>Tanzania</topic><topic>Vector-borne diseases</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kreppel, K. S.</creatorcontrib><creatorcontrib>Viana, M.</creatorcontrib><creatorcontrib>Main, B. J.</creatorcontrib><creatorcontrib>Johnson, P. C. D.</creatorcontrib><creatorcontrib>Govella, N. J.</creatorcontrib><creatorcontrib>Lee, Y.</creatorcontrib><creatorcontrib>Maliti, D.</creatorcontrib><creatorcontrib>Meza, F. C.</creatorcontrib><creatorcontrib>Lanzaro, G. C.</creatorcontrib><creatorcontrib>Ferguson, H. M.</creatorcontrib><collection>Springer Nature OA Free Journals</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 &amp; 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 Edition)</collection><collection>ProQuest Central UK/Ireland</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 Korea</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 &amp; Medical Complete (Alumni)</collection><collection>ProQuest Biological Science Collection</collection><collection>Health &amp; Medical Collection (Alumni Edition)</collection><collection>Medical Database</collection><collection>Science Database</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>PubMed Central (Full Participant titles)</collection><jtitle>Scientific reports</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kreppel, K. S.</au><au>Viana, M.</au><au>Main, B. J.</au><au>Johnson, P. C. D.</au><au>Govella, N. J.</au><au>Lee, Y.</au><au>Maliti, D.</au><au>Meza, F. C.</au><au>Lanzaro, G. C.</au><au>Ferguson, H. M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania</atitle><jtitle>Scientific reports</jtitle><stitle>Sci Rep</stitle><addtitle>Sci Rep</addtitle><date>2020-09-03</date><risdate>2020</risdate><volume>10</volume><issue>1</issue><spage>14527</spage><pages>14527-</pages><artnum>14527</artnum><issn>2045-2322</issn><eissn>2045-2322</eissn><abstract>Despite significant reductions in malaria transmission across Africa since 2000, progress is stalling. This has been attributed to the development of insecticide resistance and behavioural adaptations in malaria vectors. Whilst insecticide resistance has been widely investigated, there is poorer understanding of the emergence, dynamics and impact of mosquito behavioural adaptations. We conducted a longitudinal investigation of malaria vector host choice over 3 years and resting behaviour over 4 years following a mass long-lasting insecticidal nets (LLINs) distribution in Tanzania. By pairing observations of mosquito ecology with environmental monitoring, we quantified longitudinal shifts in host-choice and resting behaviour that are consistent with adaptation to evade LLINs. The density of An. funestus s.l. , declined significantly through time. In tandem, An. arabiensis and An. funestus s.l. exhibited an increased rate of outdoor relative to indoor resting; with An. arabiensis reducing the proportion of blood meals taken from humans in favour of cattle. By accounting for environmental variation, this study detected clear evidence of intra-specific shifts in mosquito behaviour that could be obscured in shorter-term or temporally-coarse surveys. This highlights the importance of mosquito behavioural adaptations to vector control, and the value of longer-term behavioural studies.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>32883976</pmid><doi>10.1038/s41598-020-71187-4</doi><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2045-2322
ispartof Scientific reports, 2020-09, Vol.10 (1), p.14527, Article 14527
issn 2045-2322
2045-2322
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7471940
source MEDLINE; DOAJ Directory of Open Access Journals; Springer Nature OA Free Journals; Nature Free; EZB-FREE-00999 freely available EZB journals; PubMed Central; Free Full-Text Journals in Chemistry
subjects 631/158
631/158/856
692/699
692/699/255
692/699/255/1629
Adaptation
Animals
Anopheles - parasitology
Antennae
Aquatic insects
Body size
Cattle
Coleoptera
Collembola
Disease transmission
Environmental accounting
Environmental monitoring
Humanities and Social Sciences
Humans
Insecticide Resistance
Insecticide-Treated Bednets
Insecticides
Insecticides - therapeutic use
Malaria
Malaria - prevention & control
Malaria - transmission
Mandible
Morphology
Mosquito Control
Mosquito Vectors - parasitology
Mosquitoes
multidisciplinary
New species
Predation
Prey
Science
Science (multidisciplinary)
Tanzania
Vector-borne diseases
title Emergence of behavioural avoidance strategies of malaria vectors in areas of high LLIN coverage in Tanzania
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-18T11%3A20%3A33IST&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=Emergence%20of%20behavioural%20avoidance%20strategies%20of%20malaria%20vectors%20in%20areas%20of%20high%20LLIN%20coverage%20in%20Tanzania&rft.jtitle=Scientific%20reports&rft.au=Kreppel,%20K.%20S.&rft.date=2020-09-03&rft.volume=10&rft.issue=1&rft.spage=14527&rft.pages=14527-&rft.artnum=14527&rft.issn=2045-2322&rft.eissn=2045-2322&rft_id=info:doi/10.1038/s41598-020-71187-4&rft_dat=%3Cproquest_pubme%3E4321607759%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=1886292145&rft_id=info:pmid/32883976&rfr_iscdi=true