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1.
Genomics Proteomics Bioinformatics ; 19(5): 727-740, 2021 10.
Article in English | MEDLINE | ID: mdl-34695600

ABSTRACT

COVID-19 has swept globally and Pakistan is no exception. To investigate the initial introductions and transmissions of the SARS-CoV-2 in Pakistan, we performed the largest genomic epidemiology study of COVID-19 in Pakistan and generated 150 complete SARS-CoV-2 genome sequences from samples collected from March 16 to June 1, 2020. We identified a total of 347 mutated positions, 31 of which were over-represented in Pakistan. Meanwhile, we found over 1000 intra-host single-nucleotide variants (iSNVs). Several of them occurred concurrently, indicating possible interactions among them or coevolution. Some of the high-frequency iSNVs in Pakistan were not observed in the global population, suggesting strong purifying selections. The genomic epidemiology revealed five distinctive spreading clusters. The largest cluster consisted of 74 viruses which were derived from different geographic locations of Pakistan and formed a deep hierarchical structure, indicating an extensive and persistent nation-wide transmission of the virus that was probably attributed to a signature mutation (G8371T in ORF1ab) of this cluster. Furthermore, 28 putative international introductions were identified, several of which are consistent with the epidemiological investigations. In all, this study has inferred the possible pathways of introductions and transmissions of SARS-CoV-2 in Pakistan, which could aid ongoing and future viral surveillance and COVID-19 control.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/epidemiology , Genome, Viral , Genomics , Humans , Pakistan/epidemiology , Phylogeny , SARS-CoV-2/genetics
2.
Genomics Proteomics Bioinformatics ; 17(3): 229-247, 2019 06.
Article in English | MEDLINE | ID: mdl-31494266

ABSTRACT

To unravel the genetic mechanisms of disease and physiological traits, it requires comprehensive sequencing analysis of large sample size in Chinese populations. Here, we report the primary results of the Chinese Academy of Sciences Precision Medicine Initiative (CASPMI) project launched by the Chinese Academy of Sciences, including the de novo assembly of a northern Han reference genome (NH1.0) and whole genome analyses of 597 healthy people coming from most areas in China. Given the two existing reference genomes for Han Chinese (YH and HX1) were both from the south, we constructed NH1.0, a new reference genome from a northern individual, by combining the sequencing strategies of PacBio, 10× Genomics, and Bionano mapping. Using this integrated approach, we obtained an N50 scaffold size of 46.63 Mb for the NH1.0 genome and performed a comparative genome analysis of NH1.0 with YH and HX1. In order to generate a genomic variation map of Chinese populations, we performed the whole-genome sequencing of 597 participants and identified 24.85 million (M) single nucleotide variants (SNVs), 3.85 M small indels, and 106,382 structural variations. In the association analysis with collected phenotypes, we found that the T allele of rs1549293 in KAT8 significantly correlated with the waist circumference in northern Han males. Moreover, significant genetic diversity in MTHFR, TCN2, FADS1, and FADS2, which associate with circulating folate, vitamin B12, or lipid metabolism, was observed between northerners and southerners. Especially, for the homocysteine-increasing allele of rs1801133 (MTHFR 677T), we hypothesize that there exists a "comfort" zone for a high frequency of 677T between latitudes of 35-45 degree North. Taken together, our results provide a high-quality northern Han reference genome and novel population-specific data sets of genetic variants for use in the personalized and precision medicine.


Subject(s)
Asian People/genetics , Ethnicity/genetics , Genetics, Population , Genome, Human/genetics , Whole Genome Sequencing , China , Cohort Studies , Delta-5 Fatty Acid Desaturase , Gene Frequency/genetics , Genome-Wide Association Study , Humans , Male , Molecular Sequence Annotation , Mutation/genetics , Polymorphism, Single Nucleotide/genetics
3.
Nature ; 435(7045): E5-6; discussion E6-7, 2005 Jun 23.
Article in English | MEDLINE | ID: mdl-15973359

ABSTRACT

Bai et al. suggest that in China's Inner Mongolia steppe, community-level stability arises from compensatory effects among the principal components at both the species and plant functional group (PFG) levels. By analysing a consistent 19-year data set (1980-98), we show here that their analysis of a 24-year field data set (1980-2003) is called into question by inconsistencies in sampling location and numbers after 1998; the authors' findings are further undermined because they do not distinguish temporal variation from spatial heterogeneity in analysing compensatory effects among species or PFGs. We believe that rigorous reanalysis is needed for a better understanding of grassland stability.


Subject(s)
Ecosystem , Plant Development , Plants/classification , Biodiversity , Biomass , China , Poaceae/physiology , Population Dynamics , Rain , Reproducibility of Results , Seasons , Species Specificity , Time Factors
4.
Nature ; 432(7018): 717-22, 2004 Dec 09.
Article in English | MEDLINE | ID: mdl-15592405

ABSTRACT

We describe a genetic variation map for the chicken genome containing 2.8 million single-nucleotide polymorphisms (SNPs). This map is based on a comparison of the sequences of three domestic chicken breeds (a broiler, a layer and a Chinese silkie) with that of their wild ancestor, red jungle fowl. Subsequent experiments indicate that at least 90% of the variant sites are true SNPs, and at least 70% are common SNPs that segregate in many domestic breeds. Mean nucleotide diversity is about five SNPs per kilobase for almost every possible comparison between red jungle fowl and domestic lines, between two different domestic lines, and within domestic lines--in contrast to the notion that domestic animals are highly inbred relative to their wild ancestors. In fact, most of the SNPs originated before domestication, and there is little evidence of selective sweeps for adaptive alleles on length scales greater than 100 kilobases.


Subject(s)
Chickens/genetics , Genome , Genomics , Physical Chromosome Mapping , Polymorphism, Single Nucleotide/genetics , Alleles , Amino Acid Sequence , Animals , Animals, Domestic/classification , Animals, Domestic/genetics , Chickens/classification , Chromosomes/genetics , Female , Haplotypes/genetics , Humans , Molecular Sequence Data , Ornithine Carbamoyltransferase/chemistry , Selection, Genetic
5.
Science ; 296(5565): 79-92, 2002 Apr 05.
Article in English | MEDLINE | ID: mdl-11935017

ABSTRACT

We have produced a draft sequence of the rice genome for the most widely cultivated subspecies in China, Oryza sativa L. ssp. indica, by whole-genome shotgun sequencing. The genome was 466 megabases in size, with an estimated 46,022 to 55,615 genes. Functional coverage in the assembled sequences was 92.0%. About 42.2% of the genome was in exact 20-nucleotide oligomer repeats, and most of the transposons were in the intergenic regions between genes. Although 80.6% of predicted Arabidopsis thaliana genes had a homolog in rice, only 49.4% of predicted rice genes had a homolog in A. thaliana. The large proportion of rice genes with no recognizable homologs is due to a gradient in the GC content of rice coding sequences.


Subject(s)
Genome, Plant , Oryza/genetics , Sequence Analysis, DNA , Arabidopsis/genetics , Base Composition , Computational Biology , Contig Mapping , DNA Transposable Elements , DNA, Intergenic , DNA, Plant/chemistry , DNA, Plant/genetics , Databases, Nucleic Acid , Exons , Gene Duplication , Genes, Plant , Genomics , Introns , Molecular Sequence Data , Plant Proteins/chemistry , Plant Proteins/genetics , Polymorphism, Genetic , Repetitive Sequences, Nucleic Acid , Sequence Homology, Nucleic Acid , Software , Species Specificity , Synteny
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