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He K, Liang C, Ma S, Liu H, Zhu Y. Copy number and selection of MHC genes in ruminants are related to habitat, average life span and diet. Gene 2024; 904:148179. [PMID: 38242373 DOI: 10.1016/j.gene.2024.148179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 12/26/2023] [Accepted: 01/16/2024] [Indexed: 01/21/2024]
Abstract
The ruminants, as the main group of livestock, have been extensively studied in terms of their physiology, endocrinology, biochemistry, genetics, and nutrition. Despite the wide geographic distribution and habitat diversity of animals in this group, their ecology and evolution remain poorly understood. In this study, we analyzed the gene copy number, selection, and ecological and evolutionary processes that have affected the evolution of major histocompatibility complex (MHC) genes across ruminant lineages based on available genomic data. The 51 species analyzed represented all six families of ruminants. Our finding indicated that the architecture of the MHC region is conserved in ruminants, but with variable copy numbers of MHC-I, MHC-IIA, and MHC-IIB genes. No lineage-specific gene duplication was observed in the MHC genes. The phylogenetic generalized least squares regression (PGLS) model revealed association between ecological and biological factors (habitat and lifespan) and gene duplication in DQA and DQB, but not in DRB. The selection pressure of DQA and DQB were related with lifespan, diet, and the ratio of genetic repeat elements. These results suggest that the MHC evolution in ruminants, including copy number and selection, has been influenced by genetic repeat elements, pathogen exposure risk, and intrinsic cost of possessing multiple MHC genes.
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Affiliation(s)
- Ke He
- College of Animal Science and Technology, College of Veterinary Medicine, Zhejiang Agriculture and Forestry University, Key Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Hangzhou, China
| | - Chunhong Liang
- College of Animal Science and Technology, College of Veterinary Medicine, Zhejiang Agriculture and Forestry University, Key Laboratory of Applied Technology on Green-Eco-Healthy Animal Husbandry of Zhejiang Province, Hangzhou, China
| | - Shujuan Ma
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu, China
| | - Hongyi Liu
- College of Biology and the Environment, Nanjing Forestry University, Nanjing, China
| | - Ying Zhu
- Institute of Qinghai-Tibetan Plateau, Southwest Minzu University, Chengdu, China.
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Gowane GR, Sharma P, Kumar R, Misra SS, Alex R, Vohra V, Chhotaray S, Sharma N, Chopra A, Kandalkar Y, Choudhary A, Magotra A. Population-wide genetic analysis of Ovar-DQA1 and DQA2 loci across sheep breeds in India revealed their evolutionary importance and fitness of sheep in a tropical climate. Anim Biotechnol 2023; 34:4645-4657. [PMID: 36847639 DOI: 10.1080/10495398.2023.2180010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/01/2023]
Abstract
Genetic variability at the major histocompatibility complex (MHC) is important in any species due to significant role played by MHC for antigen presentation. DQA locus has not been studied for its genetic variability across sheep population in India. In the present study, MHC of sheep at DQA1 and DQA2 loci were evaluated across 17 Indian sheep breeds. Results revealed high degree of heterozygosity (10.34% to 100% for DQA1 and 37.39 to 100% for DQA2). 18 DQA1 alleles and 22 DQA2 alleles were isolated in different breeds. Nucleotide content for DQA region revealed richness of AT content (54.85% for DQA1 and 53.89% for DQA2). DQA1 and DQA2 sequences clustered independently. We could see evidence of divergence of DQA as DQA1 and DQA2 across sheep breeds. Wu-Kabat variability index revealed vast genetic variation across DQA1 and DQA2, specifically at peptide binding sites (PBS) that consisted 21 residues for DQA1 and 17 residues for DQA2. Evolutionary analysis revealed the presence of positive and balancing selection for DQA1 locus, however DQA2 was under purifying selection across sheep breeds. Higher heterozygosity and large diversity at both loci especially at PBS indicated the fitness of the sheep population for evading pathogens and adapt to the harsh tropical climate.
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Affiliation(s)
- G R Gowane
- Animal Genetics and Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - Priya Sharma
- Animal Genetics and Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - Rajiv Kumar
- Animal Genetics and Breeding Division, ICAR-Central Sheep and Wool Research Institute, Avikanagar
| | - S S Misra
- Animal Genetics and Breeding Division, ICAR-Central Sheep and Wool Research Institute, Avikanagar
| | - Rani Alex
- Animal Genetics and Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - V Vohra
- Animal Genetics and Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - S Chhotaray
- Animal Genetics and Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - Nikita Sharma
- Animal Health Section, ICAR-Central Institute for Research on Goats, Makhdoom, India
| | - Ashish Chopra
- Animal Genetics and Breeding Division, ICAR-Arid Region Campus, Central Sheep and Wool Research Institute, Bikaner, India
| | - Yogesh Kandalkar
- Deccani Sheep Breeding Unit, NWPSI at Mahatma Phule Krishi Vidyapith, Rahuri, India
| | | | - Ankit Magotra
- Animal Genetics and Breeding Division, Chaudhary Charan Singh Haryana Agricultural University, Hisar, India
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Gowane GR, Sharma P, Kumar R, Misra SS, Alex R, Vohra V, Chhotaray S, Dass G, Chopra A, Kandalkar Y, Vijay V, Choudhary A, Magotra A, Rajendran R. Cross-population genetic analysis revealed genetic variation and selection in the Ovar-DRB1 gene of Indian sheep breeds. Anim Biotechnol 2023; 34:2928-2939. [PMID: 36153754 DOI: 10.1080/10495398.2022.2125404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022]
Abstract
In sheep, MHC variability is studied widely to explore disease association. The aim of the current study was to explore the genetic diversity of Ovar-DRB diversity across sheep breeds of India. Here, Ovar-DRB1 locus was studied across 20 sheep breeds. DRB1 was amplified (301 bp) and sequenced using a PCR-sequence-based typing approach. Results revealed a high degree of heterozygosity across breeds (mean: 73.99%). Overall mean distance for DRB1 was highest in Sangamneri (0.18) and lowest in Madgyal sheep (0.10). There was a higher rate of transition, across breeds. Further, 39 alleles were isolated in different breeds, out of which 10 were new. To allow easy access and use of the immune-polymorphic database, an online database management system was launched (http://www.mhcdbms.in/). Nucleotide content across breeds for the DRB1 region revealed the richness of GC content (59.26%). Wu-Kabat index revealed vast genetic variation across peptide binding sites (PBS) of DRB1. Residues 6, 66, 69, 52, and 81, were polymorphic showing utility for antigen presentation. All breeds were under positive selection for DRB1 locus (dN > dS). Study revealed the importance of DRB locus diversity for beta chain specifically at PBS across sheep breeds of the Indian subcontinent and presented evidence of positive selection for DRB owing to its evolutionary significance.
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Affiliation(s)
- G R Gowane
- Animal Genetics & Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - Priya Sharma
- Animal Genetics & Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - Rajiv Kumar
- Animal Genetics & Breeding Division, ICAR-Central Sheep & Wool Research Institute, Avikanagar, India
| | - S S Misra
- Animal Genetics & Breeding Division, ICAR-Central Sheep & Wool Research Institute, Avikanagar, India
| | - Rani Alex
- Animal Genetics & Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - V Vohra
- Animal Genetics & Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - S Chhotaray
- Animal Genetics & Breeding Division, ICAR-National Dairy Research Institute, Karnal, India
| | - Gopal Dass
- Animal Genetics & Breeding Division, ICAR-Central Institute for Research on Goats, Makhdoom, India
| | - Ashish Chopra
- Animal Genetics & Breeding Division, ICAR-Arid Region Campus, Central Sheep & Wool Research Institute Bikaner, Avikanagar, India
| | - Yogesh Kandalkar
- Deccani Sheep Breeding Unit, NWPSI at Mahatma Phule Krishi Vidyapith, Rahuri, India
| | - V Vijay
- Sonadi Seep Breeding Unit, NWPSI at Navaniya Maharana Pratap University of Agriculture and Technology, Udaipur, India
| | | | - Ankit Magotra
- Animal Genetics & Breeding Division, Chaudhary Charan Singh Haryana Agricultural University, Hisar, India
| | - R Rajendran
- Veterinary College and Research Institute, Tamil Nadu Veterinary and Animal Sciences University, Theni, India
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Kumari N, Mishra SK, Saini S, Kumar A, Loat S, Dhilor N, Niranjan SK, Sodhi M, Kataria RS. Identification of novel allelic patterns and evolutionary lineage of BoLA MHC class II DQA locus in indicine and taurine cattle. Anim Biotechnol 2022; 33:1746-1752. [PMID: 33600274 DOI: 10.1080/10495398.2021.1885426] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Among different cattle types, Bos indicus are known for their ability to better resist the tropical microbial infections comparatively, wherein MHC molecules play a significant role. In this study allelic diversity at MHC locus, DQA of Bos indicus, Bos taurus and crossbred of taurine-indicus has been explored to understand the possible role of MHC region in differential immune response. Thirty nine different DQA alleles were identified, out of which 14 were novel, along with documentation of duplication of DQA alleles. Indicus cattle population presented diverse types of DQA alleles compared to crossbred and exotic. Translated amino acid sequence analysis indicated, codon 64 and 50 of peptide binding sites being highly polymorphic and most of the indicus cattle presented alanine and arginine amino acid at position 64 and 50. Within breed genetic variation found to be higher than between breeds. Because of their ability to bind and subsequently respond to a wide array of antigens, the newly identified DQA alleles with high diversity present in the form of duplicated haplotypes in different combinations in cattle populations provided significant insights into probable role of this MHC locus in better tropical disease combating ability and genetic fitness of indicus cattle.
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Affiliation(s)
- Namita Kumari
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - S K Mishra
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Shallu Saini
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Anurag Kumar
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Shubham Loat
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Nitika Dhilor
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - S K Niranjan
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - Monika Sodhi
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
| | - R S Kataria
- Animal Biotechnology Division, ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, India
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Patra B, Panigrahi M, Kumar H, Kaisa K, Dutt T, Bhushan B. Molecular and phylogenetic analysis of MHC class I exons 7-8 in a variety of cattle and buffalo breeds. Anim Biotechnol 2021:1-7. [PMID: 34806546 DOI: 10.1080/10495398.2021.1999969] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
The present study was conducted on the MHC class I (BoLA-A/BuLA-A) gene in Sahiwal, Jersey, Hariana, and Tharparkar breeds of cattle and Murrah, Mehsana, and Bhadawari breeds of buffalo to study the polymorphism. Exons 7-8 of the MHC class I gene was first characterized for polymorphism study in buffalo and the results reveal that this gene has a higher level of nucleotide changes than the cattle. Genes were investigated for polymorphisms in 285 animals of cattle and buffalo breeds. Molecular characterization of the MHC class I (BoLa-A/Bula-A) gene reveals a higher degree of polymorphism at the nucleotide level in cattle and buffalo. Results revealed this region has a higher level of polymorphisms in buffalo as campared to the cattle. Alul restriction patterns were monomorphic except for three different patterns but it was able to illustrate the differences in buffalo and cattle. SSCP analysis of exons 7-8 showed remarkable differences in cattle and buffalo. Sequence analysis revealed more closeness of Murrah breed with crossbred and indigenous cattle than Holstein Friesian. Exon 8 had more deletion and stop codon as compared to exon 7. The investigation confirmed that MHC class I BoLa-A/Bula-A exons 7-8 is highly polymorphic in buffalo as compared to cattle.
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Affiliation(s)
- Biswanath Patra
- Division of Animal Genetics, ICAR-Indian Veterinary Research Institute, Bareilly, India
| | - Manjit Panigrahi
- Division of Animal Genetics, ICAR-Indian Veterinary Research Institute, Bareilly, India
| | - Harshit Kumar
- Division of Animal Genetics, ICAR-Indian Veterinary Research Institute, Bareilly, India
| | - Kaiho Kaisa
- Division of Animal Genetics, ICAR-Indian Veterinary Research Institute, Bareilly, India
| | - Triveni Dutt
- Livestock Production and Management Section, Indian Veterinary Research Institute, Izatnagar, Bareilly, UP, India
| | - Bharat Bhushan
- Division of Animal Genetics, ICAR-Indian Veterinary Research Institute, Bareilly, India
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Mishra SK, Niranjan SK, Singh R, Kumar P, Kumar SL, Banerjee B, Kataria RS. Diversity analysis at MHC class II DQA locus in buffalo (Bubalus bubalis) indicates extensive duplication and trans-species evolution. Genomics 2020; 112:4417-4426. [PMID: 32738270 DOI: 10.1016/j.ygeno.2020.07.041] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Revised: 07/06/2020] [Accepted: 07/26/2020] [Indexed: 12/15/2022]
Abstract
Variation at MHC Class II-DQA locus in riverine and swamp buffaloes (Bubu) has been explored in this study. Through sequencing of buffalo DQA, 48 nucleotide variants identified from 17 individuals, reporting 42 novel alleles, including one pseudogene. Individual animal displayed two to seven variants, suggesting the presence of more than two Bubu-DQA loci, as an evidence of extensive duplication. dN values were found to be higher than dS values at peptide binding sites, separately for riverine and swamp buffaloes, indicating locus being under positive selection. Evolutionary analysis revealed numerous trans-species polymorphism with alleles from water buffalo assigned to at least three different loci (Bubu-DQA1, DQA2, DQA3). Alleles of both the sub-species intermixed within the cluster, showing convergent evolution of MHC alleles in bovines. The results thus suggest that both riverine and swamp buffaloes share con-current arrangement of DQA region, comparable to cattle in terms of copy number and population polymorphism.
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Affiliation(s)
- Shailendra Kumar Mishra
- ICAR-National Bureau of Animal Genetic Resources, GT Road By-Pass, Karnal, 132 001, Haryana, India; School of Biotechnology, Gautam Buddha University, Greater Noida, Uttar Pradesh, 201310, India.
| | - Saket Kumar Niranjan
- ICAR-National Bureau of Animal Genetic Resources, GT Road By-Pass, Karnal, 132 001, Haryana, India.
| | - Ravinder Singh
- ICAR-National Bureau of Animal Genetic Resources, GT Road By-Pass, Karnal, 132 001, Haryana, India
| | - Prem Kumar
- ICAR-National Bureau of Animal Genetic Resources, GT Road By-Pass, Karnal, 132 001, Haryana, India
| | - S Lava Kumar
- ICAR-National Bureau of Animal Genetic Resources, GT Road By-Pass, Karnal, 132 001, Haryana, India
| | - Bhaswati Banerjee
- School of Biotechnology, Gautam Buddha University, Greater Noida, Uttar Pradesh, 201310, India
| | - Ranjit Singh Kataria
- ICAR-National Bureau of Animal Genetic Resources, GT Road By-Pass, Karnal, 132 001, Haryana, India.
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Mishra SK, Gonge DS, Behl J, Biswas TK, Sivalingam J, Kataria RS, Niranjan SK. Allelic diversity and locus duplication at the MHC Class II DQ sub-region in the Indian yak population. Anim Genet 2018; 50:112-113. [PMID: 30378694 DOI: 10.1111/age.12737] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/14/2018] [Indexed: 11/30/2022]
Affiliation(s)
- Shailendra K Mishra
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, 132 001, India
| | - Dimpee S Gonge
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, 132 001, India
| | - Jyotsna Behl
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, 132 001, India
| | - Tapas K Biswas
- ICAR-National Research Centre on Yak, Dirang, Arunachal Pradesh, 790 101, India
| | - Jayakumar Sivalingam
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, 132 001, India
| | - Ranjit S Kataria
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, 132 001, India
| | - Saket K Niranjan
- ICAR-National Bureau of Animal Genetic Resources, Karnal, Haryana, 132 001, India
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Mishra SK, Niranjan SK, Banerjee B, Singh R, Kumar P, Kataria RS. Identification of novel allelic variants at the MHC class II DQA
locus in Murrah water buffalo. Anim Genet 2018; 49:497-498. [DOI: 10.1111/age.12704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/17/2018] [Indexed: 11/30/2022]
Affiliation(s)
- Shailendra K. Mishra
- ICAR-National Bureau of Animal Genetic Resources; GT Road By-Pass Karnal 132001 Haryana India
- Gautam Buddha University; Yamuna Expressway Gautam Budh Nagar Greater Noida- 201312 Uttar Pradesh India
| | - Saket K. Niranjan
- ICAR-National Bureau of Animal Genetic Resources; GT Road By-Pass Karnal 132001 Haryana India
| | - Bhaswati Banerjee
- Gautam Buddha University; Yamuna Expressway Gautam Budh Nagar Greater Noida- 201312 Uttar Pradesh India
| | - Ravinder Singh
- ICAR-National Bureau of Animal Genetic Resources; GT Road By-Pass Karnal 132001 Haryana India
| | - Prem Kumar
- ICAR-National Bureau of Animal Genetic Resources; GT Road By-Pass Karnal 132001 Haryana India
| | - Ranjit S. Kataria
- ICAR-National Bureau of Animal Genetic Resources; GT Road By-Pass Karnal 132001 Haryana India
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Takeshima SN, Corbi-Botto C, Giovambattista G, Aida Y. Genetic diversity of BoLA-DRB3 in South American Zebu cattle populations. BMC Genet 2018; 19:33. [PMID: 29788904 PMCID: PMC5964877 DOI: 10.1186/s12863-018-0618-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2017] [Accepted: 04/30/2018] [Indexed: 11/17/2022] Open
Abstract
Background Bovine leukocyte antigens (BoLAs) are used extensively as markers of disease and immunological traits in cattle. However, until now, characterization of BoLA gene polymorphisms in Zebu breeds using high resolution typing methods has been poor. Here, we used a polymerase chain reaction sequence-based typing (PCR-SBT) method to sequence exon 2 of the BoLA class II DRB3 gene from 421 cattle (116 Bolivian Nellore, 110 Bolivian Gir, and 195 Peruvian Nellore-Brahman). Data from 1416 Taurine and Zebu samples were also included in the analysis. Results We identified 46 previously reported alleles and no novel variants. Of note, 1/3 of the alleles were detected only in Zebu cattle. Comparison of the degree of genetic variability at the population and sequence levels with genetic distance in the three above mentioned breeds and nine previously reported breeds revealed that Zebu breeds had a gene diversity score higher than 0.86, a nucleotide diversity score higher than 0.06, and a mean number of pairwise differences greater than 16, being similar to those estimated for other cattle breeds. A neutrality test revealed that only Nellore-Brahman cattle showed the even gene frequency distribution expected under a balanced selection scenario. The FST index and the exact G test showed significant differences across all cattle populations (FST = 0.057; p < 0.001). Neighbor-joining trees and principal component analysis identified two major clusters: one comprising mainly European Taurine breeds and a second comprising Zebu breeds. This is consistent with the historical and geographical origin of these breeds. Some of these differences may be explained by variation of amino acid motifs at antigen-binding sites. Conclusions The results presented herein show that the historical divergence between Taurine and Zebu cattle breeds is a result of origin, selection, and adaptation events, which would explain the observed differences in BoLA-DRB3 gene diversity between the two major bovine types. This allelic information will be important for investigating the relationship between the major histocompatibility complex and disease, and contribute to an ongoing effort to catalog bovine MHC allele frequencies according to breed and location. Electronic supplementary material The online version of this article (10.1186/s12863-018-0618-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Shin-Nosuke Takeshima
- Nanomedical Engineering Laboratory, RIKEN Cluster for Pioneering Research, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.,Viral Infectious Diseases Unit, RIKEN, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.,Graduate school of frontier sciences, The University of Tokyo, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.,Institute of Agriculture, Tokyo University of agriculture and technology, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.,Department of Food and Nutrition Faculty of Human Life, Jumonji University, 2-1-28 Sugasawa, Niiza, Saitama, 352-8510, Japan
| | - Claudia Corbi-Botto
- IGEVET, CCT LA PLATA CONICET, FCV, UNLP, B1900AVW, CC 296, La Plata, Argentina
| | | | - Yoko Aida
- Nanomedical Engineering Laboratory, RIKEN Cluster for Pioneering Research, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan. .,Viral Infectious Diseases Unit, RIKEN, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan. .,Graduate school of frontier sciences, The University of Tokyo, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan. .,Institute of Agriculture, Tokyo University of agriculture and technology, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan. .,Department of global agricultural science, The University of Tokyo, 2-1 Hirosawa, Wako, Saitama, 351-0198, Japan.
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