Ecological niche modeling predicting the potential distribution of Leishmania vectors in the Mediterranean basin: impact of climate change.
Identifieur interne : 000329 ( PubMed/Corpus ); précédent : 000328; suivant : 000330Ecological niche modeling predicting the potential distribution of Leishmania vectors in the Mediterranean basin: impact of climate change.
Auteurs : Bilel Chalghaf ; Jomâa Chemkhi ; Benjamin Mayala ; Myriam Harrabi ; Goze Bertin Benie ; Edwin Michael ; Afif Ben SalahSource :
- Parasites & vectors [ 1756-3305 ] ; 2018.
English descriptors
- KwdEn :
- MESH :
- epidemiology : Leishmaniasis, Mediterranean Region.
- parasitology : Phlebotomus.
- physiology : Leishmania, Phlebotomus.
- transmission : Leishmaniasis.
- Animal Distribution, Animals, Climate Change, Insect Vectors, Models, Biological.
Abstract
BACKGROUND
Due to climate change, the geographical distribution of sand flies during the last decades has shifted northward from latitudes below 45°N in southern Europe to latitudes just above 50
RESULTS
Model performance was generally high for the included species with a specificity (true negative rate) ranging from 81.03 to 96.52% (mean = 86.94%) and a sensitivity (true positive rate) ranging from 87.93 to 100% (mean = 96.98%). Our work evidenced the hypothesis of the widespread of Leishmania vectors under climate change scenarios. All of the studied species are prospected to gain new areas that are actually not suitable for vectors' survival. Phlebotomine sand flies are prospected to invade extra-Mediterranean regions, especially western and central Europe.
CONCLUSIONS
Our study confirmed the importance of environmental and climate factors on the distribution of leishmaniasis vectors and demonstrated the performance of ecological niche modeling in the prediction of the geographical spread of vector-borne diseases. Ecological niche modeling should be considered in the future as a valuable tool in addition to experimental laboratory studies for a better understanding of the biology of vector species.
DOI: 10.1186/s13071-018-3019-x
PubMed: 30092826
PubMed Central: PMC6085715
Links to Exploration step
pubmed:30092826Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">Ecological niche modeling predicting the potential distribution of Leishmania vectors in the Mediterranean basin: impact of climate change.</title><author><name sortKey="Chalghaf, Bilel" sort="Chalghaf, Bilel" uniqKey="Chalghaf B" first="Bilel" last="Chalghaf">Bilel Chalghaf</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia. bilel.chalghaf@usherbrooke.ca.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>Le Centre d'Enseignement et de Recherche en Foresterie de Ste-Foy, Québec, Canada. bilel.chalghaf@usherbrooke.ca.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>The Centre for Research and Applications in Remote Sensing, Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada. bilel.chalghaf@usherbrooke.ca.</nlm:affiliation></affiliation></author><author><name sortKey="Chemkhi, Jomaa" sort="Chemkhi, Jomaa" uniqKey="Chemkhi J" first="Jomâa" last="Chemkhi">Jomâa Chemkhi</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</nlm:affiliation></affiliation></author><author><name sortKey="Mayala, Benjamin" sort="Mayala, Benjamin" uniqKey="Mayala B" first="Benjamin" last="Mayala">Benjamin Mayala</name><affiliation><nlm:affiliation>University of Notre Dame, Indiana, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Harrabi, Myriam" sort="Harrabi, Myriam" uniqKey="Harrabi M" first="Myriam" last="Harrabi">Myriam Harrabi</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</nlm:affiliation></affiliation></author><author><name sortKey="Benie, Goze Bertin" sort="Benie, Goze Bertin" uniqKey="Benie G" first="Goze Bertin" last="Benie">Goze Bertin Benie</name><affiliation><nlm:affiliation>The Centre for Research and Applications in Remote Sensing, Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada.</nlm:affiliation></affiliation></author><author><name sortKey="Michael, Edwin" sort="Michael, Edwin" uniqKey="Michael E" first="Edwin" last="Michael">Edwin Michael</name><affiliation><nlm:affiliation>University of Notre Dame, Indiana, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Ben Salah, Afif" sort="Ben Salah, Afif" uniqKey="Ben Salah A" first="Afif" last="Ben Salah">Afif Ben Salah</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>Department of Family and Community Medicine, Arabian Gulf University, Manama, Bahrain.</nlm:affiliation></affiliation></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2018">2018</date><idno type="RBID">pubmed:30092826</idno><idno type="pmid">30092826</idno><idno type="doi">10.1186/s13071-018-3019-x</idno><idno type="pmc">PMC6085715</idno><idno type="wicri:Area/PubMed/Corpus">000329</idno><idno type="wicri:explorRef" wicri:stream="PubMed" wicri:step="Corpus" wicri:corpus="PubMed">000329</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">Ecological niche modeling predicting the potential distribution of Leishmania vectors in the Mediterranean basin: impact of climate change.</title><author><name sortKey="Chalghaf, Bilel" sort="Chalghaf, Bilel" uniqKey="Chalghaf B" first="Bilel" last="Chalghaf">Bilel Chalghaf</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia. bilel.chalghaf@usherbrooke.ca.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>Le Centre d'Enseignement et de Recherche en Foresterie de Ste-Foy, Québec, Canada. bilel.chalghaf@usherbrooke.ca.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>The Centre for Research and Applications in Remote Sensing, Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada. bilel.chalghaf@usherbrooke.ca.</nlm:affiliation></affiliation></author><author><name sortKey="Chemkhi, Jomaa" sort="Chemkhi, Jomaa" uniqKey="Chemkhi J" first="Jomâa" last="Chemkhi">Jomâa Chemkhi</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</nlm:affiliation></affiliation></author><author><name sortKey="Mayala, Benjamin" sort="Mayala, Benjamin" uniqKey="Mayala B" first="Benjamin" last="Mayala">Benjamin Mayala</name><affiliation><nlm:affiliation>University of Notre Dame, Indiana, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Harrabi, Myriam" sort="Harrabi, Myriam" uniqKey="Harrabi M" first="Myriam" last="Harrabi">Myriam Harrabi</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</nlm:affiliation></affiliation></author><author><name sortKey="Benie, Goze Bertin" sort="Benie, Goze Bertin" uniqKey="Benie G" first="Goze Bertin" last="Benie">Goze Bertin Benie</name><affiliation><nlm:affiliation>The Centre for Research and Applications in Remote Sensing, Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada.</nlm:affiliation></affiliation></author><author><name sortKey="Michael, Edwin" sort="Michael, Edwin" uniqKey="Michael E" first="Edwin" last="Michael">Edwin Michael</name><affiliation><nlm:affiliation>University of Notre Dame, Indiana, USA.</nlm:affiliation></affiliation></author><author><name sortKey="Ben Salah, Afif" sort="Ben Salah, Afif" uniqKey="Ben Salah A" first="Afif" last="Ben Salah">Afif Ben Salah</name><affiliation><nlm:affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</nlm:affiliation></affiliation><affiliation><nlm:affiliation>Department of Family and Community Medicine, Arabian Gulf University, Manama, Bahrain.</nlm:affiliation></affiliation></author></analytic><series><title level="j">Parasites & vectors</title><idno type="eISSN">1756-3305</idno><imprint><date when="2018" type="published">2018</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Animal Distribution (MeSH)</term><term>Animals (MeSH)</term><term>Climate Change (MeSH)</term><term>Insect Vectors (MeSH)</term><term>Leishmania (physiology)</term><term>Leishmaniasis (epidemiology)</term><term>Leishmaniasis (transmission)</term><term>Mediterranean Region (epidemiology)</term><term>Models, Biological (MeSH)</term><term>Phlebotomus (parasitology)</term><term>Phlebotomus (physiology)</term></keywords><keywords scheme="MESH" qualifier="epidemiology" xml:lang="en"><term>Leishmaniasis</term><term>Mediterranean Region</term></keywords><keywords scheme="MESH" qualifier="parasitology" xml:lang="en"><term>Phlebotomus</term></keywords><keywords scheme="MESH" qualifier="physiology" xml:lang="en"><term>Leishmania</term><term>Phlebotomus</term></keywords><keywords scheme="MESH" qualifier="transmission" xml:lang="en"><term>Leishmaniasis</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Animal Distribution</term><term>Animals</term><term>Climate Change</term><term>Insect Vectors</term><term>Models, Biological</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p><b>BACKGROUND</b></p><p>Due to climate change, the geographical distribution of sand flies during the last decades has shifted northward from latitudes below 45°N in southern Europe to latitudes just above 50</p></div><div type="abstract" xml:lang="en"><p><b>RESULTS</b></p><p>Model performance was generally high for the included species with a specificity (true negative rate) ranging from 81.03 to 96.52% (mean = 86.94%) and a sensitivity (true positive rate) ranging from 87.93 to 100% (mean = 96.98%). Our work evidenced the hypothesis of the widespread of Leishmania vectors under climate change scenarios. All of the studied species are prospected to gain new areas that are actually not suitable for vectors' survival. Phlebotomine sand flies are prospected to invade extra-Mediterranean regions, especially western and central Europe.</p></div><div type="abstract" xml:lang="en"><p><b>CONCLUSIONS</b></p><p>Our study confirmed the importance of environmental and climate factors on the distribution of leishmaniasis vectors and demonstrated the performance of ecological niche modeling in the prediction of the geographical spread of vector-borne diseases. Ecological niche modeling should be considered in the future as a valuable tool in addition to experimental laboratory studies for a better understanding of the biology of vector species.</p></div></front></TEI><pubmed><MedlineCitation Status="MEDLINE" Owner="NLM"><PMID Version="1">30092826</PMID><DateCompleted><Year>2018</Year><Month>12</Month><Day>11</Day></DateCompleted><DateRevised><Year>2018</Year><Month>12</Month><Day>11</Day></DateRevised><Article PubModel="Electronic"><Journal><ISSN IssnType="Electronic">1756-3305</ISSN><JournalIssue CitedMedium="Internet"><Volume>11</Volume><Issue>1</Issue><PubDate><Year>2018</Year><Month>Aug</Month><Day>09</Day></PubDate></JournalIssue><Title>Parasites & vectors</Title><ISOAbbreviation>Parasit Vectors</ISOAbbreviation></Journal><ArticleTitle>Ecological niche modeling predicting the potential distribution of Leishmania vectors in the Mediterranean basin: impact of climate change.</ArticleTitle><Pagination><MedlinePgn>461</MedlinePgn></Pagination><ELocationID EIdType="doi" ValidYN="Y">10.1186/s13071-018-3019-x</ELocationID><Abstract><AbstractText Label="BACKGROUND" NlmCategory="BACKGROUND">Due to climate change, the geographical distribution of sand flies during the last decades has shifted northward from latitudes below 45°N in southern Europe to latitudes just above 50<sup>○</sup>N. Recent studies show that some phlebotomine sand flies were recorded in several parts of Germany and Belgium. In central Europe, some autochthone leishmaniasis cases are being recorded in regions traditionally regarded as leishmaniasis-free. An important challenge is to predict the geographical distribution of leishmaniasis vectors under new climatic conditions. In this study, we attempted to predict the current distribution of six leishmaniasis vectors in the Mediterranean basin and forecast species' geographical shift under future climate scenarios using an ensemble ecological niche modeling approach. Species records were obtained from scientific surveys published in the research literature between 2006 and 2016. A series of climate metrics describing temperature and precipitation in the study area under two climatic scenarios were obtained from WorldClim database. A consensus model was derived from six varieties of modeling approaches (regression, machine learning and classification techniques) in order to ensure valid prediction of distribution of vectors under different climate scenarios.</AbstractText><AbstractText Label="RESULTS" NlmCategory="RESULTS">Model performance was generally high for the included species with a specificity (true negative rate) ranging from 81.03 to 96.52% (mean = 86.94%) and a sensitivity (true positive rate) ranging from 87.93 to 100% (mean = 96.98%). Our work evidenced the hypothesis of the widespread of Leishmania vectors under climate change scenarios. All of the studied species are prospected to gain new areas that are actually not suitable for vectors' survival. Phlebotomine sand flies are prospected to invade extra-Mediterranean regions, especially western and central Europe.</AbstractText><AbstractText Label="CONCLUSIONS" NlmCategory="CONCLUSIONS">Our study confirmed the importance of environmental and climate factors on the distribution of leishmaniasis vectors and demonstrated the performance of ecological niche modeling in the prediction of the geographical spread of vector-borne diseases. Ecological niche modeling should be considered in the future as a valuable tool in addition to experimental laboratory studies for a better understanding of the biology of vector species.</AbstractText></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Chalghaf</LastName><ForeName>Bilel</ForeName><Initials>B</Initials><AffiliationInfo><Affiliation>Pasteur Institute of Tunis, Tunis, Tunisia. bilel.chalghaf@usherbrooke.ca.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Le Centre d'Enseignement et de Recherche en Foresterie de Ste-Foy, Québec, Canada. bilel.chalghaf@usherbrooke.ca.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>The Centre for Research and Applications in Remote Sensing, Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada. bilel.chalghaf@usherbrooke.ca.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Chemkhi</LastName><ForeName>Jomâa</ForeName><Initials>J</Initials><AffiliationInfo><Affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Mayala</LastName><ForeName>Benjamin</ForeName><Initials>B</Initials><AffiliationInfo><Affiliation>University of Notre Dame, Indiana, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Harrabi</LastName><ForeName>Myriam</ForeName><Initials>M</Initials><AffiliationInfo><Affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Benie</LastName><ForeName>Goze Bertin</ForeName><Initials>GB</Initials><AffiliationInfo><Affiliation>The Centre for Research and Applications in Remote Sensing, Department of Applied Geomatics, Sherbrooke University, Sherbrooke, Quebec, Canada.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Michael</LastName><ForeName>Edwin</ForeName><Initials>E</Initials><AffiliationInfo><Affiliation>University of Notre Dame, Indiana, USA.</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Ben Salah</LastName><ForeName>Afif</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Pasteur Institute of Tunis, Tunis, Tunisia.</Affiliation></AffiliationInfo><AffiliationInfo><Affiliation>Department of Family and Community Medicine, Arabian Gulf University, Manama, Bahrain.</Affiliation></AffiliationInfo></Author></AuthorList><Language>eng</Language><GrantList CompleteYN="Y"><Grant><GrantID>grant number S-LMAQM-12-GR-1145</GrantID><Agency>American Association for the Advancement of Science</Agency><Country></Country></Grant></GrantList><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2018</Year><Month>08</Month><Day>09</Day></ArticleDate></Article><MedlineJournalInfo><Country>England</Country><MedlineTA>Parasit Vectors</MedlineTA><NlmUniqueID>101462774</NlmUniqueID><ISSNLinking>1756-3305</ISSNLinking></MedlineJournalInfo><CitationSubset>IM</CitationSubset><MeshHeadingList><MeshHeading><DescriptorName UI="D063147" MajorTopicYN="Y">Animal Distribution</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D000818" MajorTopicYN="N">Animals</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D057231" MajorTopicYN="Y">Climate Change</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D007303" MajorTopicYN="N">Insect Vectors</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D007891" MajorTopicYN="N">Leishmania</DescriptorName><QualifierName UI="Q000502" MajorTopicYN="Y">physiology</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D007896" MajorTopicYN="N">Leishmaniasis</DescriptorName><QualifierName UI="Q000453" MajorTopicYN="N">epidemiology</QualifierName><QualifierName UI="Q000635" MajorTopicYN="Y">transmission</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D019083" MajorTopicYN="N">Mediterranean Region</DescriptorName><QualifierName UI="Q000453" MajorTopicYN="N">epidemiology</QualifierName></MeshHeading><MeshHeading><DescriptorName UI="D008954" MajorTopicYN="N">Models, Biological</DescriptorName></MeshHeading><MeshHeading><DescriptorName UI="D010691" MajorTopicYN="N">Phlebotomus</DescriptorName><QualifierName UI="Q000469" MajorTopicYN="N">parasitology</QualifierName><QualifierName UI="Q000502" MajorTopicYN="Y">physiology</QualifierName></MeshHeading></MeshHeadingList><KeywordList Owner="NOTNLM"><Keyword MajorTopicYN="N">Climate change</Keyword><Keyword MajorTopicYN="N">Geographical distribution</Keyword><Keyword MajorTopicYN="N">Leishmaniasis</Keyword><Keyword MajorTopicYN="N">Modeling</Keyword><Keyword MajorTopicYN="N">Vectors</Keyword></KeywordList></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2018</Year><Month>03</Month><Day>03</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2018</Year><Month>07</Month><Day>16</Day></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2018</Year><Month>8</Month><Day>11</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2018</Year><Month>8</Month><Day>11</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2018</Year><Month>12</Month><Day>12</Day><Hour>6</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pubmed">30092826</ArticleId><ArticleId IdType="doi">10.1186/s13071-018-3019-x</ArticleId><ArticleId IdType="pii">10.1186/s13071-018-3019-x</ArticleId><ArticleId IdType="pmc">PMC6085715</ArticleId></ArticleIdList><ReferenceList><Reference><Citation>Adv Parasitol. 2006;62:345-81</Citation><ArticleIdList><ArticleId IdType="pubmed">16647975</ArticleId></ArticleIdList></Reference><Reference><Citation>Trends Ecol Evol. 2007 Jan;22(1):42-7</Citation><ArticleIdList><ArticleId IdType="pubmed">17011070</ArticleId></ArticleIdList></Reference><Reference><Citation>Environ Health Perspect. 1996 Jul;104(7):724-7</Citation><ArticleIdList><ArticleId IdType="pubmed">8841757</ArticleId></ArticleIdList></Reference><Reference><Citation>Acta Trop. 2012 Jul;123(1):8-15</Citation><ArticleIdList><ArticleId IdType="pubmed">22410540</ArticleId></ArticleIdList></Reference><Reference><Citation>Sci Rep. 2017 Oct 17;7(1):13325</Citation><ArticleIdList><ArticleId IdType="pubmed">29042642</ArticleId></ArticleIdList></Reference><Reference><Citation>Berl Munch Tierarztl Wochenschr. 2011 Nov-Dec;124(11-12):434-42</Citation><ArticleIdList><ArticleId IdType="pubmed">22191164</ArticleId></ArticleIdList></Reference><Reference><Citation>Int J Parasitol. 2007 Aug;37(10):1097-106</Citation><ArticleIdList><ArticleId IdType="pubmed">17517415</ArticleId></ArticleIdList></Reference><Reference><Citation>Science. 2005 Nov 25;310(5752):1333-7</Citation><ArticleIdList><ArticleId IdType="pubmed">16254151</ArticleId></ArticleIdList></Reference><Reference><Citation>Ann Parasitol Hum Comp. 1985;60(3):221-9</Citation><ArticleIdList><ArticleId IdType="pubmed">4062175</ArticleId></ArticleIdList></Reference><Reference><Citation>Acta Trop. 2012 Apr;122(1):155-9</Citation><ArticleIdList><ArticleId IdType="pubmed">22154881</ArticleId></ArticleIdList></Reference><Reference><Citation>Bull Math Biol. 1990;52(1-2):99-115; discussion 73-97</Citation><ArticleIdList><ArticleId IdType="pubmed">2185863</ArticleId></ArticleIdList></Reference><Reference><Citation>Am J Trop Med Hyg. 2016 Apr;94(4):844-51</Citation><ArticleIdList><ArticleId IdType="pubmed">26856914</ArticleId></ArticleIdList></Reference><Reference><Citation>Vet Parasitol. 2010 Sep 20;172(3-4):323-32</Citation><ArticleIdList><ArticleId IdType="pubmed">20591573</ArticleId></ArticleIdList></Reference><Reference><Citation>Ann Parasitol Hum Comp. 1987;62(4):354-6</Citation><ArticleIdList><ArticleId IdType="pubmed">3662336</ArticleId></ArticleIdList></Reference><Reference><Citation>Acta Trop. 2013 Mar;125(3):339-48</Citation><ArticleIdList><ArticleId IdType="pubmed">23262215</ArticleId></ArticleIdList></Reference><Reference><Citation>Vector Borne Zoonotic Dis. 2012 Jul;12(7):588-94</Citation><ArticleIdList><ArticleId IdType="pubmed">22607079</ArticleId></ArticleIdList></Reference><Reference><Citation>Acta Trop. 2008 Sep;107(3):259-67</Citation><ArticleIdList><ArticleId IdType="pubmed">18703008</ArticleId></ArticleIdList></Reference><Reference><Citation>Trans R Soc Trop Med Hyg. 2006 Jun;100(6):527-32</Citation><ArticleIdList><ArticleId IdType="pubmed">16310236</ArticleId></ArticleIdList></Reference><Reference><Citation>Roum Arch Microbiol Immunol. 2013 Jan-Mar;72(1):49-62</Citation><ArticleIdList><ArticleId IdType="pubmed">23947013</ArticleId></ArticleIdList></Reference><Reference><Citation>Int J Parasitol. 2010 Sep;40(11):1335-46</Citation><ArticleIdList><ArticleId IdType="pubmed">20451525</ArticleId></ArticleIdList></Reference><Reference><Citation>Parasitol Res. 2008 Dec;103 Suppl 1:S65-8</Citation><ArticleIdList><ArticleId IdType="pubmed">19030887</ArticleId></ArticleIdList></Reference><Reference><Citation>Ecol Appl. 2009 Jan;19(1):181-97</Citation><ArticleIdList><ArticleId IdType="pubmed">19323182</ArticleId></ArticleIdList></Reference><Reference><Citation>Med Vet Entomol. 2013 Jun;27(2):123-47</Citation><ArticleIdList><ArticleId IdType="pubmed">22924419</ArticleId></ArticleIdList></Reference><Reference><Citation>Curr Opin Microbiol. 2008 Aug;11(4):340-4</Citation><ArticleIdList><ArticleId IdType="pubmed">18625337</ArticleId></ArticleIdList></Reference><Reference><Citation>Bull Entomol Res. 2017 Aug;107(4):419-430</Citation><ArticleIdList><ArticleId IdType="pubmed">27974065</ArticleId></ArticleIdList></Reference><Reference><Citation>J Med Entomol. 2012 May;49(3):739-45</Citation><ArticleIdList><ArticleId IdType="pubmed">22679884</ArticleId></ArticleIdList></Reference><Reference><Citation>Parasit Vectors. 2012 Mar 19;5:51</Citation><ArticleIdList><ArticleId IdType="pubmed">22429776</ArticleId></ArticleIdList></Reference><Reference><Citation>Infect Genet Evol. 2008 Mar;8(2):159-70</Citation><ArticleIdList><ArticleId IdType="pubmed">18243814</ArticleId></ArticleIdList></Reference><Reference><Citation>PLoS Negl Trop Dis. 2011 Nov;5(11):e1407</Citation><ArticleIdList><ArticleId IdType="pubmed">22140590</ArticleId></ArticleIdList></Reference><Reference><Citation>J Vector Ecol. 2012 Jun;37(1):137-47</Citation><ArticleIdList><ArticleId IdType="pubmed">22548547</ArticleId></ArticleIdList></Reference><Reference><Citation>Parasit Vectors. 2012 Nov 12;5:249</Citation><ArticleIdList><ArticleId IdType="pubmed">23146340</ArticleId></ArticleIdList></Reference><Reference><Citation>Trans R Soc Trop Med Hyg. 1986;80(1):138-42</Citation><ArticleIdList><ArticleId IdType="pubmed">3726974</ArticleId></ArticleIdList></Reference><Reference><Citation>Wien Klin Wochenschr. 2008;120(19-20 Suppl 4):24-9</Citation><ArticleIdList><ArticleId IdType="pubmed">19066768</ArticleId></ArticleIdList></Reference><Reference><Citation>Parasit Vectors. 2017 Mar 24;10(1):157</Citation><ArticleIdList><ArticleId IdType="pubmed">28340594</ArticleId></ArticleIdList></Reference></ReferenceList></PubmedData></pubmed></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Wicri/Sante/explor/MaghrebDataLibMedV2/Data/PubMed/Corpus
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 000329 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/PubMed/Corpus/biblio.hfd -nk 000329 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Wicri/Sante
|area= MaghrebDataLibMedV2
|flux= PubMed
|étape= Corpus
|type= RBID
|clé= pubmed:30092826
|texte= Ecological niche modeling predicting the potential distribution of Leishmania vectors in the Mediterranean basin: impact of climate change.
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/PubMed/Corpus/RBID.i -Sk "pubmed:30092826" \
| HfdSelect -Kh $EXPLOR_AREA/Data/PubMed/Corpus/biblio.hfd \
| NlmPubMed2Wicri -a MaghrebDataLibMedV2
| This area was generated with Dilib version V0.6.38. |  |