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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Veröffentlicht in:Genome research 2024-06, Vol.34 (6), p.877-887
Hauptverfasser: 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
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container_issue 6
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container_title Genome research
container_volume 34
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
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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. 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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 - 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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. 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identifier ISSN: 1088-9051
ispartof Genome research, 2024-06, Vol.34 (6), p.877-887
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1549-5469
1549-5469
language eng
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source MEDLINE; PubMed Central; Alma/SFX Local Collection
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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