Comparative genomics of Cryptosporidium parvum reveals the emergence of an outbreak-associated population in Europe and its spread to the United States
The zoonotic parasite is a global cause of gastrointestinal disease in humans and ruminants. Sequence analysis of the highly polymorphic gene enabled the classification of isolates into multiple groups (e.g., IIa, IIc, Id) and a large number of subtypes. In Europe, subtype IIaA15G2R1 is largely pred...
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creator | Bellinzona, Greta Nardi, Tiago Castelli, Michele Batisti Biffignandi, Gherard Adjou, Karim Betson, Martha Blanchard, Yannick Bujila, Ioana Chalmers, Rachel Davidson, Rebecca D'Avino, Nicoletta Enbom, Tuulia Gomes, Jacinto Karadjian, Gregory Klotz, Christian Östlund, Emma Plutzer, Judith Rimhanen-Finne, Ruska Robinson, Guy Sannella, Anna Rosa Sroka, Jacek Stensvold, Christen Rune Troell, Karin Vatta, Paolo Zalewska, Barbora Bandi, Claudio Sassera, Davide Cacciò, Simone M |
description | The zoonotic parasite
is a global cause of gastrointestinal disease in humans and ruminants. Sequence analysis of the highly polymorphic
gene enabled the classification of
isolates into multiple groups (e.g., IIa, IIc, Id) and a large number of subtypes. In Europe, subtype IIaA15G2R1 is largely predominant and has been associated with many water- and food-borne outbreaks. In this study, we generated new whole-genome sequence (WGS) data from 123 human- and ruminant-derived isolates collected in 13 European countries and included other available WGS data from Europe, Egypt, China, and the United States (n = 72) in the largest comparative genomics study to date. We applied rigorous filters to exclude mixed infections and analyzed a data set from 141 isolates from the zoonotic groups IIa (n = 119) and IId (n = 22). Based on 28,047 high-quality, biallelic genomic SNPs, we identified three distinct and strongly supported populations: Isolates from China (IId) and Egypt (IIa and IId) formed population 1; a minority of European isolates (IIa and IId) formed population 2; and the majority of European (IIa, including all IIaA15G2R1 isolates) and all isolates from the United States (IIa) clustered in population 3. Based on analyses of the population structure, population genetics, and recombination, we show that population 3 has recently emerged and expanded throughout Europe to then, possibly from the United Kingdom, reach the United States, where it also expanded. The reason(s) for the successful spread of population 3 remain elusive, although genes under selective pressure uniquely in this population were identified. |
doi_str_mv | 10.1101/gr.278830.123 |
format | Article |
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is a global cause of gastrointestinal disease in humans and ruminants. Sequence analysis of the highly polymorphic
gene enabled the classification of
isolates into multiple groups (e.g., IIa, IIc, Id) and a large number of subtypes. In Europe, subtype IIaA15G2R1 is largely predominant and has been associated with many water- and food-borne outbreaks. In this study, we generated new whole-genome sequence (WGS) data from 123 human- and ruminant-derived isolates collected in 13 European countries and included other available WGS data from Europe, Egypt, China, and the United States (n = 72) in the largest comparative genomics study to date. We applied rigorous filters to exclude mixed infections and analyzed a data set from 141 isolates from the zoonotic groups IIa (n = 119) and IId (n = 22). Based on 28,047 high-quality, biallelic genomic SNPs, we identified three distinct and strongly supported populations: Isolates from China (IId) and Egypt (IIa and IId) formed population 1; a minority of European isolates (IIa and IId) formed population 2; and the majority of European (IIa, including all IIaA15G2R1 isolates) and all isolates from the United States (IIa) clustered in population 3. Based on analyses of the population structure, population genetics, and recombination, we show that population 3 has recently emerged and expanded throughout Europe to then, possibly from the United Kingdom, reach the United States, where it also expanded. The reason(s) for the successful spread of population 3 remain elusive, although genes under selective pressure uniquely in this population were identified.</description><identifier>ISSN: 1088-9051</identifier><identifier>ISSN: 1549-5469</identifier><identifier>EISSN: 1549-5469</identifier><identifier>DOI: 10.1101/gr.278830.123</identifier><identifier>PMID: 38977307</identifier><language>eng</language><publisher>United States: Cold Spring Harbor Laboratory Press</publisher><subject>Animals ; China - epidemiology ; Cryptosporidiosis - epidemiology ; Cryptosporidiosis - parasitology ; Cryptosporidium parvum ; Cryptosporidium parvum - genetics ; Disease Outbreaks ; Egypt - epidemiology ; Epidemics ; Europe - epidemiology ; Gastrointestinal diseases ; Genome, Protozoan ; Genomic analysis ; Genomics ; Genomics - methods ; Humans ; Life Sciences ; Nucleotide sequence ; Outbreaks ; Phylogeny ; Polymorphism, Single Nucleotide ; Population genetics ; Population structure ; Sequence analysis ; Single-nucleotide polymorphism ; United States - epidemiology ; Whole Genome Sequencing - methods ; Zoonoses</subject><ispartof>Genome research, 2024-06, Vol.34 (6), p.877-887</ispartof><rights>2024 Bellinzona et al.; Published by Cold Spring Harbor Laboratory Press.</rights><rights>Copyright Cold Spring Harbor Laboratory Press Jun 2024</rights><rights>Attribution</rights><rights>2024</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c297t-a30dd7583de019c873f1b3b89e7b27b518153c6aa48b98d486df76aa7aa927543</cites><orcidid>0000-0003-2177-5772 ; 0000-0001-7050-8940 ; 0000-0002-1248-9873 ; 0000-0003-0442-5252 ; 0000-0001-8224-521X ; 0000-0003-4043-0876</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293552/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC11293552/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38977307$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttps://hal.science/hal-04643965$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Bellinzona, Greta</creatorcontrib><creatorcontrib>Nardi, Tiago</creatorcontrib><creatorcontrib>Castelli, Michele</creatorcontrib><creatorcontrib>Batisti Biffignandi, Gherard</creatorcontrib><creatorcontrib>Adjou, Karim</creatorcontrib><creatorcontrib>Betson, Martha</creatorcontrib><creatorcontrib>Blanchard, Yannick</creatorcontrib><creatorcontrib>Bujila, Ioana</creatorcontrib><creatorcontrib>Chalmers, Rachel</creatorcontrib><creatorcontrib>Davidson, Rebecca</creatorcontrib><creatorcontrib>D'Avino, Nicoletta</creatorcontrib><creatorcontrib>Enbom, Tuulia</creatorcontrib><creatorcontrib>Gomes, Jacinto</creatorcontrib><creatorcontrib>Karadjian, Gregory</creatorcontrib><creatorcontrib>Klotz, Christian</creatorcontrib><creatorcontrib>Östlund, Emma</creatorcontrib><creatorcontrib>Plutzer, Judith</creatorcontrib><creatorcontrib>Rimhanen-Finne, Ruska</creatorcontrib><creatorcontrib>Robinson, Guy</creatorcontrib><creatorcontrib>Sannella, Anna Rosa</creatorcontrib><creatorcontrib>Sroka, Jacek</creatorcontrib><creatorcontrib>Stensvold, Christen Rune</creatorcontrib><creatorcontrib>Troell, Karin</creatorcontrib><creatorcontrib>Vatta, Paolo</creatorcontrib><creatorcontrib>Zalewska, Barbora</creatorcontrib><creatorcontrib>Bandi, Claudio</creatorcontrib><creatorcontrib>Sassera, Davide</creatorcontrib><creatorcontrib>Cacciò, Simone M</creatorcontrib><title>Comparative genomics of Cryptosporidium parvum reveals the emergence of an outbreak-associated population in Europe and its spread to the United States</title><title>Genome research</title><addtitle>Genome Res</addtitle><description>The zoonotic parasite
is a global cause of gastrointestinal disease in humans and ruminants. Sequence analysis of the highly polymorphic
gene enabled the classification of
isolates into multiple groups (e.g., IIa, IIc, Id) and a large number of subtypes. In Europe, subtype IIaA15G2R1 is largely predominant and has been associated with many water- and food-borne outbreaks. In this study, we generated new whole-genome sequence (WGS) data from 123 human- and ruminant-derived isolates collected in 13 European countries and included other available WGS data from Europe, Egypt, China, and the United States (n = 72) in the largest comparative genomics study to date. We applied rigorous filters to exclude mixed infections and analyzed a data set from 141 isolates from the zoonotic groups IIa (n = 119) and IId (n = 22). Based on 28,047 high-quality, biallelic genomic SNPs, we identified three distinct and strongly supported populations: Isolates from China (IId) and Egypt (IIa and IId) formed population 1; a minority of European isolates (IIa and IId) formed population 2; and the majority of European (IIa, including all IIaA15G2R1 isolates) and all isolates from the United States (IIa) clustered in population 3. Based on analyses of the population structure, population genetics, and recombination, we show that population 3 has recently emerged and expanded throughout Europe to then, possibly from the United Kingdom, reach the United States, where it also expanded. The reason(s) for the successful spread of population 3 remain elusive, although genes under selective pressure uniquely in this population were identified.</description><subject>Animals</subject><subject>China - epidemiology</subject><subject>Cryptosporidiosis - epidemiology</subject><subject>Cryptosporidiosis - parasitology</subject><subject>Cryptosporidium parvum</subject><subject>Cryptosporidium parvum - genetics</subject><subject>Disease Outbreaks</subject><subject>Egypt - epidemiology</subject><subject>Epidemics</subject><subject>Europe - epidemiology</subject><subject>Gastrointestinal diseases</subject><subject>Genome, Protozoan</subject><subject>Genomic analysis</subject><subject>Genomics</subject><subject>Genomics - methods</subject><subject>Humans</subject><subject>Life Sciences</subject><subject>Nucleotide sequence</subject><subject>Outbreaks</subject><subject>Phylogeny</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Population genetics</subject><subject>Population structure</subject><subject>Sequence analysis</subject><subject>Single-nucleotide polymorphism</subject><subject>United States - epidemiology</subject><subject>Whole Genome Sequencing - methods</subject><subject>Zoonoses</subject><issn>1088-9051</issn><issn>1549-5469</issn><issn>1549-5469</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkk1v1DAQhiMEoh9w5IoscaGHFDuOY_uEqlWhSCtxgJ4tJ57sumziYDuR-kv4u0zYUkFP47Gfecdjv0XxhtFLxij7sIuXlVSKY1rxZ8UpE7UuRd3o57imSpWaCnZSnKV0RynltVIvixOutJScytPi1yYMk402-wXIDsYw-C6R0JNNvJ9ySFOI3vl5IAgtGCIsYA-J5D0QGCBiSQcrb0cS5txGsD9Km1LovM3gyBSm-YDqYSR-JNdzDBMg64jPiaQJcUdy-CN3O_q14lvGwvSqeNFjH3j9EM-L20_X3zc35fbr5y-bq23ZVVrm0nLqnBSKO6BMd0rynrW8VRpkW8lWMMUE7xpra9Vq5WrVuF5iKq3VlRQ1Py8-HnWnuR3AdTDmaA9min6w8d4E683_J6Pfm11YDGOV5kJUqHBxVNg_qbu52pp1j9ZNzXUjFobs-4duMfycIWUz-NTB4WBHCHMy-CWS4Th0Rd89Qe_CHEd8C6Q0Y7LRem1eHqkuhpQi9I83YNSs_jC7aI7-MOgP5N_-O-4j_dcQ_Dc6objX</recordid><startdate>20240601</startdate><enddate>20240601</enddate><creator>Bellinzona, Greta</creator><creator>Nardi, Tiago</creator><creator>Castelli, Michele</creator><creator>Batisti Biffignandi, Gherard</creator><creator>Adjou, Karim</creator><creator>Betson, Martha</creator><creator>Blanchard, Yannick</creator><creator>Bujila, Ioana</creator><creator>Chalmers, Rachel</creator><creator>Davidson, Rebecca</creator><creator>D'Avino, Nicoletta</creator><creator>Enbom, Tuulia</creator><creator>Gomes, Jacinto</creator><creator>Karadjian, Gregory</creator><creator>Klotz, Christian</creator><creator>Östlund, Emma</creator><creator>Plutzer, Judith</creator><creator>Rimhanen-Finne, Ruska</creator><creator>Robinson, Guy</creator><creator>Sannella, Anna Rosa</creator><creator>Sroka, Jacek</creator><creator>Stensvold, Christen Rune</creator><creator>Troell, Karin</creator><creator>Vatta, Paolo</creator><creator>Zalewska, Barbora</creator><creator>Bandi, Claudio</creator><creator>Sassera, Davide</creator><creator>Cacciò, Simone M</creator><general>Cold Spring Harbor Laboratory Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>1XC</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-2177-5772</orcidid><orcidid>https://orcid.org/0000-0001-7050-8940</orcidid><orcidid>https://orcid.org/0000-0002-1248-9873</orcidid><orcidid>https://orcid.org/0000-0003-0442-5252</orcidid><orcidid>https://orcid.org/0000-0001-8224-521X</orcidid><orcidid>https://orcid.org/0000-0003-4043-0876</orcidid></search><sort><creationdate>20240601</creationdate><title>Comparative genomics of Cryptosporidium parvum reveals the emergence of an outbreak-associated population in Europe and its spread to the United States</title><author>Bellinzona, Greta ; Nardi, Tiago ; Castelli, Michele ; Batisti Biffignandi, Gherard ; Adjou, Karim ; Betson, Martha ; Blanchard, Yannick ; Bujila, Ioana ; Chalmers, Rachel ; Davidson, Rebecca ; D'Avino, Nicoletta ; Enbom, Tuulia ; Gomes, Jacinto ; Karadjian, Gregory ; Klotz, Christian ; Östlund, Emma ; Plutzer, Judith ; Rimhanen-Finne, Ruska ; Robinson, Guy ; Sannella, Anna Rosa ; Sroka, Jacek ; Stensvold, Christen Rune ; Troell, Karin ; Vatta, Paolo ; Zalewska, Barbora ; Bandi, Claudio ; Sassera, Davide ; Cacciò, Simone M</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c297t-a30dd7583de019c873f1b3b89e7b27b518153c6aa48b98d486df76aa7aa927543</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Animals</topic><topic>China - epidemiology</topic><topic>Cryptosporidiosis - epidemiology</topic><topic>Cryptosporidiosis - parasitology</topic><topic>Cryptosporidium parvum</topic><topic>Cryptosporidium parvum - genetics</topic><topic>Disease Outbreaks</topic><topic>Egypt - epidemiology</topic><topic>Epidemics</topic><topic>Europe - epidemiology</topic><topic>Gastrointestinal diseases</topic><topic>Genome, Protozoan</topic><topic>Genomic analysis</topic><topic>Genomics</topic><topic>Genomics - methods</topic><topic>Humans</topic><topic>Life Sciences</topic><topic>Nucleotide sequence</topic><topic>Outbreaks</topic><topic>Phylogeny</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Population genetics</topic><topic>Population structure</topic><topic>Sequence analysis</topic><topic>Single-nucleotide polymorphism</topic><topic>United States - epidemiology</topic><topic>Whole Genome Sequencing - methods</topic><topic>Zoonoses</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Bellinzona, Greta</creatorcontrib><creatorcontrib>Nardi, Tiago</creatorcontrib><creatorcontrib>Castelli, Michele</creatorcontrib><creatorcontrib>Batisti Biffignandi, Gherard</creatorcontrib><creatorcontrib>Adjou, Karim</creatorcontrib><creatorcontrib>Betson, Martha</creatorcontrib><creatorcontrib>Blanchard, Yannick</creatorcontrib><creatorcontrib>Bujila, Ioana</creatorcontrib><creatorcontrib>Chalmers, Rachel</creatorcontrib><creatorcontrib>Davidson, Rebecca</creatorcontrib><creatorcontrib>D'Avino, Nicoletta</creatorcontrib><creatorcontrib>Enbom, Tuulia</creatorcontrib><creatorcontrib>Gomes, Jacinto</creatorcontrib><creatorcontrib>Karadjian, Gregory</creatorcontrib><creatorcontrib>Klotz, Christian</creatorcontrib><creatorcontrib>Östlund, Emma</creatorcontrib><creatorcontrib>Plutzer, Judith</creatorcontrib><creatorcontrib>Rimhanen-Finne, Ruska</creatorcontrib><creatorcontrib>Robinson, Guy</creatorcontrib><creatorcontrib>Sannella, Anna Rosa</creatorcontrib><creatorcontrib>Sroka, Jacek</creatorcontrib><creatorcontrib>Stensvold, Christen Rune</creatorcontrib><creatorcontrib>Troell, Karin</creatorcontrib><creatorcontrib>Vatta, Paolo</creatorcontrib><creatorcontrib>Zalewska, Barbora</creatorcontrib><creatorcontrib>Bandi, Claudio</creatorcontrib><creatorcontrib>Sassera, Davide</creatorcontrib><creatorcontrib>Cacciò, Simone M</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Genome research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bellinzona, Greta</au><au>Nardi, Tiago</au><au>Castelli, Michele</au><au>Batisti Biffignandi, Gherard</au><au>Adjou, Karim</au><au>Betson, Martha</au><au>Blanchard, Yannick</au><au>Bujila, Ioana</au><au>Chalmers, Rachel</au><au>Davidson, Rebecca</au><au>D'Avino, Nicoletta</au><au>Enbom, Tuulia</au><au>Gomes, Jacinto</au><au>Karadjian, Gregory</au><au>Klotz, Christian</au><au>Östlund, Emma</au><au>Plutzer, Judith</au><au>Rimhanen-Finne, Ruska</au><au>Robinson, Guy</au><au>Sannella, Anna Rosa</au><au>Sroka, Jacek</au><au>Stensvold, Christen Rune</au><au>Troell, Karin</au><au>Vatta, Paolo</au><au>Zalewska, Barbora</au><au>Bandi, Claudio</au><au>Sassera, Davide</au><au>Cacciò, Simone M</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Comparative genomics of Cryptosporidium parvum reveals the emergence of an outbreak-associated population in Europe and its spread to the United States</atitle><jtitle>Genome research</jtitle><addtitle>Genome Res</addtitle><date>2024-06-01</date><risdate>2024</risdate><volume>34</volume><issue>6</issue><spage>877</spage><epage>887</epage><pages>877-887</pages><issn>1088-9051</issn><issn>1549-5469</issn><eissn>1549-5469</eissn><abstract>The zoonotic parasite
is a global cause of gastrointestinal disease in humans and ruminants. Sequence analysis of the highly polymorphic
gene enabled the classification of
isolates into multiple groups (e.g., IIa, IIc, Id) and a large number of subtypes. In Europe, subtype IIaA15G2R1 is largely predominant and has been associated with many water- and food-borne outbreaks. In this study, we generated new whole-genome sequence (WGS) data from 123 human- and ruminant-derived isolates collected in 13 European countries and included other available WGS data from Europe, Egypt, China, and the United States (n = 72) in the largest comparative genomics study to date. We applied rigorous filters to exclude mixed infections and analyzed a data set from 141 isolates from the zoonotic groups IIa (n = 119) and IId (n = 22). Based on 28,047 high-quality, biallelic genomic SNPs, we identified three distinct and strongly supported populations: Isolates from China (IId) and Egypt (IIa and IId) formed population 1; a minority of European isolates (IIa and IId) formed population 2; and the majority of European (IIa, including all IIaA15G2R1 isolates) and all isolates from the United States (IIa) clustered in population 3. Based on analyses of the population structure, population genetics, and recombination, we show that population 3 has recently emerged and expanded throughout Europe to then, possibly from the United Kingdom, reach the United States, where it also expanded. The reason(s) for the successful spread of population 3 remain elusive, although genes under selective pressure uniquely in this population were identified.</abstract><cop>United States</cop><pub>Cold Spring Harbor Laboratory Press</pub><pmid>38977307</pmid><doi>10.1101/gr.278830.123</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-2177-5772</orcidid><orcidid>https://orcid.org/0000-0001-7050-8940</orcidid><orcidid>https://orcid.org/0000-0002-1248-9873</orcidid><orcidid>https://orcid.org/0000-0003-0442-5252</orcidid><orcidid>https://orcid.org/0000-0001-8224-521X</orcidid><orcidid>https://orcid.org/0000-0003-4043-0876</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Animals China - epidemiology Cryptosporidiosis - epidemiology Cryptosporidiosis - parasitology Cryptosporidium parvum Cryptosporidium parvum - genetics Disease Outbreaks Egypt - epidemiology Epidemics Europe - epidemiology Gastrointestinal diseases Genome, Protozoan Genomic analysis Genomics Genomics - methods Humans Life Sciences Nucleotide sequence Outbreaks Phylogeny Polymorphism, Single Nucleotide Population genetics Population structure Sequence analysis Single-nucleotide polymorphism United States - epidemiology Whole Genome Sequencing - methods Zoonoses |
title | Comparative genomics of Cryptosporidium parvum reveals the emergence of an outbreak-associated population in Europe and its spread to the United States |
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