51
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Liang Q, Zhang J, Lam HM, Chan TF. Nanopore direct RNA sequencing reveals N 6-methyladenosine and polyadenylation landscapes on long non-coding RNAs in Arabidopsis thaliana. BMC PLANT BIOLOGY 2024; 24:1126. [PMID: 39592939 PMCID: PMC11590578 DOI: 10.1186/s12870-024-05845-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2024] [Accepted: 11/18/2024] [Indexed: 11/28/2024]
Abstract
BACKGROUND Long non-coding RNAs (lncRNAs) play important roles in various biological processes, including stage development in plants. N6-methyladenosine (m6A) modification and polyadenylation are noteworthy regulatory processes that impact transcript functions by modulating their abundance. However, the specific landscapes of m6A modification and polyadenylation on lncRNAs remain largely unexplored. The advent of nanopore direct RNA sequencing (DRS) provides unprecedented opportunities for directly detecting m6A modifications and estimating polyadenine (poly[A]) tail lengths on individual RNA molecules. RESULTS Here we utilized nanopore DRS to identify lncRNAs and map the transcriptome-wide m6A modification and polyadenylation landscapes in the model plant Arabidopsis thaliana. Leveraging the Low-abundance Aware Full-length Isoform clusTEr (LAFITE) assembly pipeline, we identified 1149 novel lncRNAs in seventeen nanopore DRS datasets from the wild-type Columbia-0. Through the precise detection of 2381 m6A modification sites on lncRNAs at single-base resolution, we observed that lncRNAs exhibited lower methylation levels compared to protein-coding RNAs, and m6A modification facilitated lncRNA abundance. Additionally, we estimated the poly(A) tail lengths of individual lncRNAs and found that poly(A) tails contributed to lncRNA stability, while their effect was not length-dependent. Furthermore, by comparing lncRNA abundance between 2-week seedlings and 5-week floral buds, we revealed the dynamic expression patterns of lncRNAs during the transition from the vegetative stage to the reproductive stage. These observations provided insights into their potential roles in specific tissues or stages in Arabidopsis, including regulating stage development. Moreover, by integrating information on m6A modification, we unveiled a positive correlation between methylation variances and differential expressions of lncRNAs during stage development. CONCLUSIONS These findings highlighted the significance of epigenetic modification and post-transcriptional processing in shaping lncRNA expression and their functions during Arabidopsis stage development, contributing to the growing field of lncRNA research in plants. CLINICAL TRIAL NUMBER Not applicable.
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Affiliation(s)
- Qiaoxia Liang
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Jizhou Zhang
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Hon-Ming Lam
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Ting-Fung Chan
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China.
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52
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Peng Y, Mao K, Zhang Z, Ping J, Jin M, Liu X, Wu C, Zhao C, Wang P, Duan X, Yu S, Li Z, Liu J, Li H, Yesaya A, Chen L, Wang H, Wilson K, Xiao Y. Landscape of structural variants reveals insights for local adaptations in the Asian corn borer. Cell Rep 2024; 43:114928. [PMID: 39504240 DOI: 10.1016/j.celrep.2024.114928] [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: 07/01/2024] [Revised: 09/20/2024] [Accepted: 10/15/2024] [Indexed: 11/08/2024] Open
Abstract
Capturing the genetic diversity of different wild populations is crucial for unraveling the mechanisms of adaptation and establishing links between genome evolution and local adaptation. The Asian corn borer (ACB) moth has undergone natural selection during its adaptative evolution. However, structural variants (SVs), which play significant roles in these adaptation processes, have not been previously identified. Here, we constructed a multi-assembly graph pan-genome to highlight the importance of SVs in local adaptation. Our analysis revealed that the graph pan-genome contained 176.60 Mb (∼37.33%) of unique sequences. Subsequently, we performed an analysis of expression quantitative trait loci (QTLs) to explore the impact of SVs on gene expression regulation. Notably, through QTL mapping analysis, we identified the FTZ-F1 gene as a potential candidate gene associated with the traits of larval development rate. In sum, we explored the impact of SVs on the local adaptation of pests, therefore facilitating accelerated pest management strategies.
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Affiliation(s)
- Yan Peng
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Kaikai Mao
- Guangxi Key Laboratory of Agro-Environment and Agric-Products Safety, College of Agriculture, Guangxi University, Nanning, Guangxi 530004, China
| | - Zhuting Zhang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Junfen Ping
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China; School of Life Sciences, Henan University, Kaifeng 475004, China; Shenzhen Research Institute of Henan University, Shenzhen 518000, China
| | - Minghui Jin
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Xinye Liu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China; College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Chao Wu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Chongjun Zhao
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Peng Wang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Xueqing Duan
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Songmiao Yu
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Zhimin Li
- College of Plant Science and Technology, Huazhong Agricultural University, Wuhan, China
| | - Jimin Liu
- Plant Protection Research Institute, Guangxi Academy of Agricultural Science/Key Laboratory of Green Prevention and Control on Fruits and Vegetables in South China Ministry of Agriculture and Rural Affairs/Guangxi Key Laboratory of Biology for Crop Diseases and Insect Pests, Nanning, China
| | - Hongran Li
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Alexander Yesaya
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Lin Chen
- College of Plant Protection, Yangzhou University, Yangzhou 225009, China
| | - Hongru Wang
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China
| | - Kenneth Wilson
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China; Lancaster Environment Centre, Lancaster University, Lancaster LA1 4YQ, UK
| | - Yutao Xiao
- Shenzhen Branch, Guangdong Laboratory of Lingnan Modern Agriculture, Key Laboratory of Gene Editing Technologies (Hainan), Ministry of Agriculture and Rural Affairs, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China.
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53
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Huang Z, Shi B, Mu X, Qiao S, Xiao G, Wang Y, Xu Y. Construction of a Dataset for All Expressed Transcripts for Alzheimer's Disease Research. Brain Sci 2024; 14:1180. [PMID: 39766379 PMCID: PMC11674848 DOI: 10.3390/brainsci14121180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2024] [Revised: 11/21/2024] [Accepted: 11/22/2024] [Indexed: 01/11/2025] Open
Abstract
Accurate identification and functional annotation of splicing isoforms and non-coding RNAs (lncRNAs), alongside full-length protein-encoding transcripts, are critical for understanding gene (mis)regulation and metabolic reprogramming in Alzheimer's disease (AD). This study aims to provide a comprehensive and accurate transcriptome resource to improve existing AD transcript databases. Background/Objectives: Gene mis-regulation and metabolic reprogramming play a key role in AD, yet existing transcript databases lack accurate and comprehensive identification of splicing isoforms and lncRNAs. This study aims to generate a refined transcriptome dataset, expanding the understanding of AD onset and progression. Methods: Publicly available RNA-seq data from pre-AD and AD tissues were utilized. Advanced bioinformatics tools were applied to assemble and annotate full-length transcripts, including splicing isoforms and lncRNAs, with an emphasis on correcting errors and enhancing annotation accuracy. Results: A significantly improved transcriptome dataset was generated, which includes detailed annotations of splicing isoforms and lncRNAs. This dataset expands the scope of existing AD transcript databases and provides new insights into the molecular mechanisms underlying AD. The findings demonstrate that the refined dataset captures more relevant details about AD progression compared to publicly available data. Conclusions: The newly developed transcriptome resource and the associated analysis tools offer a valuable contribution to AD research, providing deeper insights into the disease's molecular mechanisms. This work supports future research into gene regulation and metabolic reprogramming in AD and serves as a foundation for exploring novel therapeutic targets.
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Affiliation(s)
- Zhenyu Huang
- College of Computer Science and Technology, Jilin University, Changchun 130012, China; (Z.H.); (G.X.)
- Systems Biology Lab for Metabolic Reprogramming, Department of Human Genetics and Cell Biology, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China; (B.S.); (X.M.); (S.Q.)
| | - Bocheng Shi
- Systems Biology Lab for Metabolic Reprogramming, Department of Human Genetics and Cell Biology, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China; (B.S.); (X.M.); (S.Q.)
- School of Mathematics, Jilin University, Changchun 130012, China
| | - Xuechen Mu
- Systems Biology Lab for Metabolic Reprogramming, Department of Human Genetics and Cell Biology, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China; (B.S.); (X.M.); (S.Q.)
- School of Mathematics, Jilin University, Changchun 130012, China
| | - Siyu Qiao
- Systems Biology Lab for Metabolic Reprogramming, Department of Human Genetics and Cell Biology, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China; (B.S.); (X.M.); (S.Q.)
| | - Gangyi Xiao
- College of Computer Science and Technology, Jilin University, Changchun 130012, China; (Z.H.); (G.X.)
| | - Yan Wang
- College of Computer Science and Technology, Jilin University, Changchun 130012, China; (Z.H.); (G.X.)
| | - Ying Xu
- Systems Biology Lab for Metabolic Reprogramming, Department of Human Genetics and Cell Biology, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China; (B.S.); (X.M.); (S.Q.)
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54
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Swigonska S, Nynca A, Molcan T, Petroff BK, Ciereszko RE. The Role of lncRNAs in the Protective Action of Tamoxifen on the Ovaries of Tumor-Bearing Rats Receiving Cyclophosphamide. Int J Mol Sci 2024; 25:12538. [PMID: 39684249 DOI: 10.3390/ijms252312538] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Revised: 11/14/2024] [Accepted: 11/17/2024] [Indexed: 12/18/2024] Open
Abstract
Infertility due to ovarian toxicity is a common side effect of cancer treatment in premenopausal women. Tamoxifen (TAM) is a selective estrogen receptor modulator that prevented radiation- and chemotherapy-induced ovarian failure in preclinical studies. In the current study, we examined the potential regulatory role of long noncoding RNAs (lncRNAs) in the mechanism of action of TAM in the ovaries of tumor-bearing rats receiving cyclophosphamide (CPA) as cancer therapy. We identified 166 lncRNAs, among which 49 were demonstrated to be differentially expressed (DELs) in the ovaries of rats receiving TAM and CPA compared to those receiving only CPA. A total of 24 DELs were upregulated and 25 downregulated by tamoxifen. The identified DELs shared the characteristics of noncoding RNAs described in other reproductive tissues. Eleven of the identified DELs displayed divergent modes of action, regulating target transcripts via both cis- and trans-acting pathways. Functional enrichment analysis revealed that, among target genes ascribed to the identified DELs, the majority were involved in apoptosis, cell adhesion, immune response, and ovarian aging. The presented data suggest that the molecular mechanisms behind tamoxifen's protective effects in the ovaries may involve lncRNA-dependent regulation of critical signaling pathways related to inhibition of follicular transition and ovarian aging, along with the suppression of apoptosis and regulation of cell adhesion. Employing a tumor-bearing animal model undergoing chemotherapy, which accurately reflects the conditions of mammary cancer, reinforces the obtained results. Given that tamoxifen remains a key player in the management and prevention of breast cancer, understanding its ovarian-specific actions in cancer patients is crucial and requires detailed functional studies to clarify the underlying molecular mechanisms.
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Affiliation(s)
- Sylwia Swigonska
- Department of Biochemistry, University of Warmia and Mazury in Olsztyn, Prawochenskiego 5, 10-720 Olsztyn, Poland
| | - Anna Nynca
- Department of Animal Anatomy and Physiology, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland
| | - Tomasz Molcan
- Molecular Biology Laboratory, Institute of Animal Reproduction and Food Research, Polish Academy of Sciences, Tuwima 10, 10-748 Olsztyn, Poland
| | - Brian K Petroff
- Department of Pathobiology and Diagnostic Investigation, Michigan State University, East Lansing, MI 48824-1314, USA
| | - Renata E Ciereszko
- Department of Animal Anatomy and Physiology, University of Warmia and Mazury in Olsztyn, 10-719 Olsztyn, Poland
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55
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Zhou Y, Song L, Li H. Full-resolution HLA and KIR gene annotations for human genome assemblies. Genome Res 2024; 34:1931-1941. [PMID: 38839374 PMCID: PMC11610593 DOI: 10.1101/gr.278985.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Accepted: 05/22/2024] [Indexed: 06/07/2024]
Abstract
The human leukocyte antigen (HLA) genes and the killer cell immunoglobulin-like receptor (KIR) genes are critical to immune responses and are associated with many immune-related diseases. Located in highly polymorphic regions, it is difficult to study them with traditional short-read alignment-based methods. Although modern long-read assemblers can often assemble these genes, using existing tools to annotate HLA and KIR genes in these assemblies remains a nontrivial task. Here, we describe Immuannot, a new computation tool to annotate the gene structures of HLA and KIR genes and to type the allele of each gene. Applying Immuannot to 56 regional and 212 whole-genome assemblies from previous studies, we annotate 9931 HLA and KIR genes and found that almost half of these genes, 4068, have novel sequences compared with the current Immuno Polymorphism Database (IPD). These novel gene sequences are represented by 2664 distinct alleles, some of which contained nonsynonymous variations, resulting in 92 novel protein sequences. We demonstrate the complex haplotype structures at the two loci and report the linkage between HLA/KIR haplotypes and gene alleles. We anticipate that Immuannot will speed up the discovery of new HLA/KIR alleles and enable the association of HLA/KIR haplotype structures with clinical outcomes in the future.
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Affiliation(s)
- Ying Zhou
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA
| | - Li Song
- Department of Biomedical Data Science, Dartmouth College, Hanover, New Hampshire 03755, USA
| | - Heng Li
- Department of Data Science, Dana-Farber Cancer Institute, Boston, Massachusetts 02115, USA;
- Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts 02115, USA
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56
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Morikawa R, Rodrigues TM, Schreyer HM, Cowan CS, Nadeau S, Graff-Meyer A, Patino-Alvarez CP, Khani MH, Jüttner J, Roska B. The sodium-bicarbonate cotransporter Slc4a5 mediates feedback at the first synapse of vision. Neuron 2024; 112:3715-3733.e9. [PMID: 39317184 PMCID: PMC11602199 DOI: 10.1016/j.neuron.2024.08.015] [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: 08/07/2023] [Revised: 07/22/2024] [Accepted: 08/27/2024] [Indexed: 09/26/2024]
Abstract
Feedback at the photoreceptor synapse is the first neuronal circuit computation in vision, which influences downstream activity patterns within the visual system. Yet, the identity of the feedback signal and the mechanism of synaptic transmission are still not well understood. Here, we combined perturbations of cell-type-specific genes of mouse horizontal cells with two-photon imaging of the result of light-induced feedback in cones and showed that the electrogenic bicarbonate transporter Slc4a5, but not the electroneutral bicarbonate transporter Slc4a3, both expressed specifically in horizontal cells, is necessary for horizontal cell-to-cone feedback. Pharmacological blockage of bicarbonate transporters and buffering pH also abolished the feedback but blocking sodium-proton exchangers and GABA receptors did not. Our work suggests an unconventional mechanism of feedback at the first visual synapse: changes in horizontal cell voltage modulate bicarbonate transport to the cell, via Slc4a5, which leads to the modulation of feedback to cones.
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Affiliation(s)
- Rei Morikawa
- Institute of Molecular and Clinical Ophthalmology Basel, 4031 Basel, Switzerland
| | - Tiago M Rodrigues
- Institute of Molecular and Clinical Ophthalmology Basel, 4031 Basel, Switzerland; Department of Ophthalmology, University of Basel, 4031 Basel, Switzerland
| | | | - Cameron S Cowan
- Institute of Molecular and Clinical Ophthalmology Basel, 4031 Basel, Switzerland
| | - Sarah Nadeau
- Institute of Molecular and Clinical Ophthalmology Basel, 4031 Basel, Switzerland
| | - Alexandra Graff-Meyer
- Facility for Advanced Imaging and Microscopy, Friedrich Miescher Institute for Biomedical Research, 4056 Basel, Switzerland
| | | | | | - Josephine Jüttner
- Institute of Molecular and Clinical Ophthalmology Basel, 4031 Basel, Switzerland
| | - Botond Roska
- Institute of Molecular and Clinical Ophthalmology Basel, 4031 Basel, Switzerland; Department of Ophthalmology, University of Basel, 4031 Basel, Switzerland.
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57
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Zhang W, Guenther A, Gao Y, Ullrich K, Huettel B, Ahmad A, Duan L, Wei K, Tautz D. Full-length RNA transcript sequencing traces brain isoform diversity in house mouse natural populations. Genome Res 2024; 34:2118-2132. [PMID: 39288994 DOI: 10.1101/gr.279166.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2024] [Accepted: 09/10/2024] [Indexed: 09/19/2024]
Abstract
The ability to generate multiple RNA transcript isoforms from the same gene is a general phenomenon in eukaryotes. However, the complexity and diversity of alternative isoforms in natural populations remain largely unexplored. Using a newly developed full-length transcript enrichment protocol with 5' CAP selection, we sequenced full-length RNA transcripts of 48 individuals from outbred populations and subspecies of Mus musculus, and from the closely related sister species Mus spretus and Mus spicilegus as outgroups. The data set represents the most extensive full-length high-quality isoform catalog at the population level to date. In total, we reliably identify 117,728 distinct isoforms, of which only 51% were previously annotated. We show that the population-specific distribution pattern of isoforms is phylogenetically informative and reflects the segregating single nucleotide polymorphism (SNP) diversity between the populations. We find that ancient housekeeping genes are a major source of the overall isoform diversity, and that the generation of alternative first exons plays a major role in generating new isoforms. Given that our data allow us to distinguish between population-specific isoforms and isoforms that are conserved across multiple populations, it is possible to refine the annotation of the reference mouse genome to a set of about 40,000 isoforms that should be most relevant for comparative functional analysis across species.
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Affiliation(s)
- Wenyu Zhang
- Shaanxi Key Laboratory of Qinling Ecological Intelligent Monitoring and Protection, School of Ecology and Environment, Northwestern Polytechnical University, Xi'an 710129, China;
- Research and Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen 518063, China
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Ploen 24306, Germany
| | - Anja Guenther
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Ploen 24306, Germany
- Research Group Behavioral Ecology of Individual Differences, Max Planck Institute for Evolutionary Biology, Ploen 24306, Germany
| | - Yuanxiao Gao
- School of Mathematics and Data Science, Shaanxi University of Science and Technology, Xi'an 710021, China
| | - Kristian Ullrich
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Ploen 24306, Germany
| | - Bruno Huettel
- Max-Planck-Genome-Centre Cologne, MPI for Plant Breeding Research, Cologne 50829, Germany
| | - Aftab Ahmad
- Shaanxi Key Laboratory of Qinling Ecological Intelligent Monitoring and Protection, School of Ecology and Environment, Northwestern Polytechnical University, Xi'an 710129, China
| | - Lei Duan
- Shaanxi Key Laboratory of Qinling Ecological Intelligent Monitoring and Protection, School of Ecology and Environment, Northwestern Polytechnical University, Xi'an 710129, China
| | - Kaizong Wei
- Shaanxi Key Laboratory of Qinling Ecological Intelligent Monitoring and Protection, School of Ecology and Environment, Northwestern Polytechnical University, Xi'an 710129, China
| | - Diethard Tautz
- Department of Evolutionary Genetics, Max Planck Institute for Evolutionary Biology, Ploen 24306, Germany;
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58
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Wang Q, Huang Yang M, Yu S, Chen Y, Wang K, Zhang Y, Zhao R, Li J. An improved transcriptome annotation reveals asymmetric expression and distinct regulation patterns in allotetraploid common carp. Commun Biol 2024; 7:1542. [PMID: 39567764 PMCID: PMC11579021 DOI: 10.1038/s42003-024-07177-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Accepted: 10/30/2024] [Indexed: 11/22/2024] Open
Abstract
In allotetraploid common carp, protein-coding homoeologs presented divergent expression levels between the two subgenomes. However, whether subgenome dominance occurs in other transcriptional and post-transcriptional events remains unknown. Using Illumina RNA sequencing and PacBio full-length sequencing, we refined the common carp transcriptome annotation and explored differences in four transcriptional and post-transcriptional events between the two subgenomes. The results revealed that the B subgenome presented more alternative splicing events, as did lncRNAs and circRNAs. However, the expression levels, tissue specificity, sequence features, and functions of lncRNAs and circRNAs did not significantly differ between the two subgenomes, suggesting a common regulatory mechanism shared by the two subgenomes. Furthermore, both the number and base substitution frequency of RNA editing events were greater in the B subgenome. Functional analyses of these transcriptional events also revealed subgenome bias. Genes that undergo alternative splicing in the A subgenome participate in more biological processes, and lncRNA targets show a preference between subgenomes. CircRNA host genes in the B subgenome were associated with more biological functions, and RNA editing preferentially occurred in noncoding regions or led to nonsynonymous mutations in the B subgenome. Taken together, the refined transcriptome annotation revealed complicated and imbalanced expression strategies in allotetraploid common carp.
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Affiliation(s)
- Qi Wang
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Meidi Huang Yang
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Shuangting Yu
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Yingjie Chen
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Kaikuo Wang
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Yan Zhang
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Ran Zhao
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China
| | - Jiongtang Li
- Key Laboratory of Aquatic Genomics, Ministry of Agriculture and Rural Affairs, and Beijing Key Laboratory of Fishery Biotechnology, Chinese Academy of Fishery Sciences, Beijing, China.
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59
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Talbot SC, Pandelova I, Lange BM, Vining KJ. A first look at the genome structure of hexaploid "Mitcham" peppermint (Mentha × piperita L.). G3 (BETHESDA, MD.) 2024; 14:jkae195. [PMID: 39561240 PMCID: PMC11631389 DOI: 10.1093/g3journal/jkae195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 06/25/2024] [Indexed: 11/21/2024]
Abstract
Peppermint, Mentha × piperita L., is a hexaploid (2n = 6x = 72) and the predominant cultivar of commercial mint oil production in the US. This cultivar is threatened because of high susceptibility to the fungal disease verticillium wilt, caused by Verticillium dahliae. This report details the first draft polyploid chromosome-level genome assembly for this mint species. The "Mitcham" genome resource will broaden comparative studies of disease resistance, essential oil biosynthesis, and hybridization events within the genus Mentha. It will also be a valuable contribution to the body of phylogenetic studies involving Mentha and other genera that contain species with varying ploidy levels.
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Affiliation(s)
- Samuel C Talbot
- Department of Horticulture, Oregon State University, 4017 Agriculture and Life Sciences Building, Corvallis, OR 97331, USA
| | - Iovanna Pandelova
- Department of Horticulture, Oregon State University, 4017 Agriculture and Life Sciences Building, Corvallis, OR 97331, USA
| | - Bernd Markus Lange
- Institute of Biological Chemistry and M.J. Murdock Metabolomics Laboratory, Washington State University, Pullman, WA 99164-7411, USA
| | - Kelly J Vining
- Department of Horticulture, Oregon State University, 4017 Agriculture and Life Sciences Building, Corvallis, OR 97331, USA
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Toth AL, Wyatt CDR, Masonbrink RE, Geist KS, Fortune R, Scott SB, Favreau E, Rehan SM, Sumner S, Gardiner MM, Sivakoff FS. New genomic resources inform transcriptomic responses to heavy metal toxins in the common Eastern bumble bee Bombus impatiens. BMC Genomics 2024; 25:1106. [PMID: 39563229 PMCID: PMC11575022 DOI: 10.1186/s12864-024-11040-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2024] [Accepted: 11/13/2024] [Indexed: 11/21/2024] Open
Abstract
BACKGROUND The common Eastern bumble bee Bombus impatiens is native to North America and is the main commercially reared pollinator in the Americas. There has been extensive research on this species related to its social biology, applied pollination, and genetics. The genome of this species was previously sequenced using short-read technology, but recent technological advances provide an opportunity for substantial improvements. This species is common in agricultural and urban environments, and heavy metal contaminants produced by industrial processes can negatively impact it. To begin to identify possible mechanisms underlying responses to these toxins, we used RNA-sequencing to examine how exposure to a cocktail of four heavy metals at field-realistic levels from industrial areas affected B. impatiens worker gene expression. RESULTS PacBio long-read sequencing resulted in 544x coverage of the genome, and HiC technology was used to map chromatin contacts. Using Juicer and manual curation, the genome was scaffolded into 18 main pseudomolecules, representing a high quality, chromosome-level assembly. The sequenced genome size is 266.6 Mb and BRAKER3 annotation produced 13,938 annotated genes. The genome and annotation show high completeness, with ≥ 96% of conserved Eukaryota and Hymenoptera genes present in both the assembly and annotated genes. RNA sequencing of heavy metal exposed workers revealed 603 brain and 34 fat body differentially expressed genes. In the brain, differentially expressed genes had biological functions related to chaperone activity and protein folding. CONCLUSIONS Our data represent a large improvement in genomic resources for this important model species-with 10% more genome coverage than previously available, and a high-quality assembly into 18 chromosomes, the expected karyotype for this species. The new gene annotation added 777 new genes. Altered gene expression in response to heavy metal exposure suggests a possible mechanism for how these urban toxins are negatively impacting bee health, specifically by altering protein folding in the brain. Overall, these data are useful as a general high quality genomic resource for this species, and provide insight into mechanisms underlying tissue-specific toxicological responses of bumble bees to heavy metals.
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Affiliation(s)
- Amy L Toth
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA, USA.
- Department of Plant Pathology, Entomology, and Microbiology, Iowa State University, Ames, IA, USA.
| | | | | | - Katherine S Geist
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA, USA
| | - Ryan Fortune
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, IA, USA
| | - Sarah B Scott
- Department of Zoology, University of Cambridge, Cambridge, UK
| | - Emeline Favreau
- Centre for Biodiversity and Environment Research, University College, London, UK
| | - Sandra M Rehan
- Department of Biology, York University, Toronto, ON, Canada
| | - Seirian Sumner
- Centre for Biodiversity and Environment Research, University College, London, UK
| | - Mary M Gardiner
- Department of Entomology, The Ohio State University, Columbus, OH, USA
| | - Frances S Sivakoff
- Department of Evolution, Ecology, and Organismal Biology, The Ohio State University, Marion, OH, USA
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Li Y, Li W, Fan B, Zhang Y, Li Z, Lin K, Huang K, Yang Z, Ma S, Sun H. A novel mutation alters GNE bifunctional enzyme activity and leads to familial inherited GNE diseases. Gene 2024; 927:148750. [PMID: 38971548 DOI: 10.1016/j.gene.2024.148750] [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: 05/23/2024] [Revised: 06/19/2024] [Accepted: 07/03/2024] [Indexed: 07/08/2024]
Abstract
Distal myopathies are a group of rare heterogeneous diseases that are mostly caused by genetic factors. At least 20 genes have been associated with distal myopathies. We performed whole-exome sequencing to identify the genetic cause of disease in a family with distal myopathy. Following the American College of Medical Genetics and Genomics (ACMG) guidelines, we analyzed the sequencing results and screened suspicious mutations based on mutation frequency, functional impact, and disease inheritance pattern. The harmfulness of the mutations was predicted using bioinformatics methods, and the pathogenic mutations were determined. We identified a novel amino acid mutation (NP_005467.1:p.S663L) on the GNE gene that may cause familial distal myopathy. This mutation is the result of the simultaneous mutation of two adjacent nucleotides (c.1988C > T, c.1989C > A) in the codon. First, we measured the mRNA and protein expression of the GNE gene in the lymphoblastoid cell lines (LCLs) of the probands and their family members. Second, GNE vectors carrying the novel mutation, two other known pathogenic mutations, and the wild-type gene were constructed and transfected into HEK293T cells. The enzymatic activity of these GNE variants was investigated and showed that the p.S663L mutation significantly reduced the activity of the bifunctional GNE enzyme without altering the expression level of the GNE protein. Furthermore, the mutation may also alter the immunogenicity of the 3' end of the GNE protein, potentially affecting its oligomer formation. In this study, a novel GNE gene mutation that may cause distal myopathy was identified, expanding the spectrum of genetic mutations associated with this disease.
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Affiliation(s)
- Yufei Li
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Wenwu Li
- Department of Neurology, People's Hospital of Chuxiong Yi Autonomous Prefecture, Yunnan 675000, China
| | - Baitong Fan
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Yao Zhang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Zhaoqing Li
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China; School of Life Sciences, Yunnan University, Kunming, Yunnan 650504, China
| | - Keqin Lin
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Kai Huang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Zhaoqing Yang
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Shaohui Ma
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China
| | - Hao Sun
- The Department of Medical Genetics, Institute of Medical Biology, Chinese Academy of Medical Sciences and Peking Union Medical College, Kunming, Yunnan 650118, China.
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Han R, Ni M, Lu W, Zhu D, Feng T, Yang Y, Cui Z. Nanopore-Based Sequencing of the Full-Length Transcriptome of Male and Female Cleavage-Stage Embryos of the Chinese Mitten Crab ( Eriocheir sinensis). Int J Mol Sci 2024; 25:12097. [PMID: 39596164 PMCID: PMC11594077 DOI: 10.3390/ijms252212097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/29/2024] [Accepted: 11/09/2024] [Indexed: 11/28/2024] Open
Abstract
The cleavage stage plays a crucial role in embryo development, characterized by a swift surge in cell proliferation alongside the accurate genetic material transmission to offspring. To delve into the characteristics of sex development during the cleavage stage of embryos, we generated the full-length transcriptome of Eriocheir sinensis male and female cleavage-stage embryos using Oxford Nanopore Technologies (ONT). Notably, this investigation represents the first sequencing effort distinguishing between genders in E. sinensis embryos. In the transcriptome structure analysis, male and female cleavage-stage embryos, while not clustered, exhibited a comparable frequency of alternative splicing (AS) occurrences. We also successfully identified 2875 transcription factors (TFs). The quantitative analysis showed the top 150 genes, in which the highly expressed genes in male embryos predominantly related to protein synthesis and metabolism. Further investigation unveiled 500 differentially expressed genes (DEGs), of which 7 male-biased ribosomal protein genes (RPGs) were particularly noteworthy and further confirmed. These analyses suggest that there may be a more active protein synthesis process in male E. sinensis cleavage-stage embryos. Furthermore, among the 2875 identified TFs, we predicted that 18 TFs could regulate the differentially expressed RPGs, with most TFs belonging to the zf-C2H2 and Homeobox families, which are crucial for embryonic development. During the cleavage stage of E. sinensis, the differential RPGs between genders were intricately linked to energy metabolism. We proposed that these RPGs exert regulatory effects on gene expression in E. sinensis, thereby regulating the difference of development between male and females. Our research sheds light on the developmental mechanisms of E. sinensis during the embryo stage and establishes a groundwork for a deeper understanding of sex development in E. sinensis. The results also provide comprehensive full-length transcriptome data for future gene expression and genetic studies in E. sinensis.
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Affiliation(s)
- Rui Han
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
| | - Mengqi Ni
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
| | - Wentao Lu
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
| | - Dandan Zhu
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
| | - Tianyi Feng
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
| | - Yanan Yang
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
| | - Zhaoxia Cui
- School of Marine Sciences, Ningbo University, Ningbo 315020, China; (R.H.); (M.N.); (W.L.); (D.Z.); (T.F.); (Y.Y.)
- Laboratory for Marine Biology and Biotechnology, Qingdao National Laboratory for Marine Science and Technology, Qingdao 266071, China
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Hwang S, Simko I, Mou B. QTL mapping and transcriptome analysis of seed germination under PEG-induced water stress in Lactuca spp. Sci Rep 2024; 14:27157. [PMID: 39511392 PMCID: PMC11543936 DOI: 10.1038/s41598-024-77972-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2024] [Accepted: 10/28/2024] [Indexed: 11/15/2024] Open
Abstract
The impact of limited water availability on lettuce growth has been well documented. However, the mechanisms by which lettuce controls seed germination under water stress remain unknown. Germination percentage was evaluated in the cv. Salinas (Lactuca sativa) (L. sativa) × US96UC23 (Lactuca serriola) (L. serriola) recombinant inbred line (RIL) population and USDA germplasm collection using 10% polyethylene glycol (PEG). About 50% of both populations displayed less than 90% germination. The average broad-sense heritability (H2) for germination percentage was 0.81 across both populations. Two quantitative trait loci (QTL) for germination percentage were identified on chromosomes 4 and 8 in the RIL population. The RNA-Seq and network analyses of wild lettuce, US96UC23, were performed using the control (distilled water, dH2O) and treatment (10% PEG) datasets. The number of differentially expressed genes (DEGs) was 4,095. The top 20 gene ontology (GO) terms and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways were assessed by enrichment analysis. The consensus network analysis captured 44 modules. Gene networks were constructed for the top 20 hub genes in 10 significant modules from each dataset. This study comprehensively explains QTL, GO terms, KEGG pathways, and gene networks associated with lettuce seed germination under osmotic stress.
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Affiliation(s)
- Sadal Hwang
- United States Department of Agriculture, Agricultural Research Service, Sam Farr United States Crop Improvement and Protection Research Center, Salinas, CA, USA.
| | - Ivan Simko
- United States Department of Agriculture, Agricultural Research Service, Sam Farr United States Crop Improvement and Protection Research Center, Salinas, CA, USA
| | - Beiquan Mou
- United States Department of Agriculture, Agricultural Research Service, Sam Farr United States Crop Improvement and Protection Research Center, Salinas, CA, USA
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64
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Guizar Amador MF, Darragh K, Liu JW, Dean C, Bogarín D, Pérez-Escobar OA, Serracín Z, Pupulin F, Ramírez SR. The Gongora gibba genome assembly provides new insights into the evolution of floral scent in male euglossine bee-pollinated orchids. G3 (BETHESDA, MD.) 2024; 14:jkae211. [PMID: 39231006 PMCID: PMC11540329 DOI: 10.1093/g3journal/jkae211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Accepted: 08/22/2024] [Indexed: 09/06/2024]
Abstract
Orchidaceae is one of the most prominent flowering plant families, with many species exhibiting highly specialized reproductive and ecological adaptations. An estimated 10% of orchid species in the American tropics are pollinated by scent-collecting male euglossine bees; however, to date, there are no published genomes of species within this pollination syndrome. In this study, we present the first draft genome of an epiphytic orchid from the genus Gongora, a representative of the male euglossine bee-pollinated subtribe Stanhopeinae. The 1.83-Gb de novo genome with a scaffold N50 of 1.7 Mb was assembled using short- and long-read sequencing and chromosome capture (Hi-C) information. Over 17,000 genes were annotated, and 82.95% of the genome was identified as repetitive content. Furthermore, we identified and manually annotated 26 terpene synthase genes linked to floral scent biosynthesis and performed a phylogenetic analysis with other published orchid terpene synthase genes. The Gongora gibba genome assembly will serve as the foundation for future research to understand the genetic basis of floral scent biosynthesis and diversification in orchids.
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Affiliation(s)
| | - Kathy Darragh
- Department of Evolution and Ecology, University of California, Davis, Davis, CA 95616, USA
| | - Jasen W Liu
- Department of Evolution and Ecology, University of California, Davis, Davis, CA 95616, USA
| | - Cheryl Dean
- Department of Evolution and Ecology, University of California, Davis, Davis, CA 95616, USA
| | - Diego Bogarín
- Lankester Botanical Garden, University of Costa Rica, P.O. Box 302-7050, Cartago 30109, Costa Rica
- Evolutionary Ecology Group, Naturalis Biodiversity Center, 2333 CR Leiden, The Netherlands
| | - Oscar A Pérez-Escobar
- Lankester Botanical Garden, University of Costa Rica, P.O. Box 302-7050, Cartago 30109, Costa Rica
- Royal Botanic Gardens, Kew, Richmond, Surrey TW9 3AE, UK
| | - Zuleika Serracín
- Herbario UCH, Universidad Autónoma de Chiriquí, P.O. Box 0427, David, Chiriquí 0427, Panamá
| | - Franco Pupulin
- Lankester Botanical Garden, University of Costa Rica, P.O. Box 302-7050, Cartago 30109, Costa Rica
| | - Santiago R Ramírez
- Department of Evolution and Ecology, University of California, Davis, Davis, CA 95616, USA
- Lankester Botanical Garden, University of Costa Rica, P.O. Box 302-7050, Cartago 30109, Costa Rica
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65
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Nozu R, Kadota M, Nakamura M, Kuraku S, Bono H. Meta-analysis of gonadal transcriptome provides novel insights into sex change mechanism across protogynous fishes. Genes Cells 2024; 29:1052-1068. [PMID: 39344081 PMCID: PMC11555629 DOI: 10.1111/gtc.13166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 08/25/2024] [Accepted: 09/14/2024] [Indexed: 10/01/2024]
Abstract
Protogyny, being capable of changing from female to male during their lifetime, is prevalent in 20 families of teleosts but is believed to have evolved within specific evolutionary lineages. Therefore, shared regulatory factors governing the sex change process are expected to be conserved across protogynous fishes. However, a comprehensive understanding of this mechanism remains elusive. To identify these factors, we conducted a meta-analysis using gonadal transcriptome data from seven species. We curated data pairs of ovarian tissue and transitional gonad, and employed ratios of expression level as a unified criterion for differential expression, enabling a meta-analysis across species. Our approach revealed that classical sex change-related genes exhibited differential expression levels between the ovary and transitional gonads, consistent with previous reports. These results validate our methodology's robustness. Additionally, we identified novel genes not previously linked to gonadal sex change in fish. Notably, changes in the expression levels of acetoacetyl-CoA synthetase and apolipoprotein Eb, which are involved in cholesterol synthesis and transport, respectively, suggest that the levels of cholesterol, a precursor of steroid hormones crucial for sex change, are decreased upon sex change onset in the gonads. This implies a potential universal influence of cholesterol dynamics on gonadal transformation in protogyny.
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Affiliation(s)
- Ryo Nozu
- Laboratory of Genome Informatics, Graduate School of Integrated Sciences for LifeHiroshima UniversityHigashi‐HiroshimaJapan
- Laboratory of BioDX, Genome Editing Innovation CenterHiroshima UniversityHiroshimaJapan
| | - Mitsutaka Kadota
- Laboratory for PhyloinformaticsRIKEN Center for Biosystems Dynamics Research (BDR)KobeJapan
- Laboratory for Developmental Genome SystemRIKEN Center for Biosystems Dynamics Research (BDR)KobeJapan
| | - Masaru Nakamura
- Okinawa Churashima Research CenterOkinawa Churashima FoundationMotobu‐choJapan
| | - Shigehiro Kuraku
- Molecular Life History Laboratory, Department of Genomics and Evolutionary BiologyNational Institute of GeneticsMishimaJapan
- Department of GeneticsGraduate University for Advanced Studies, SOKENDAIMishimaJapan
| | - Hidemasa Bono
- Laboratory of Genome Informatics, Graduate School of Integrated Sciences for LifeHiroshima UniversityHigashi‐HiroshimaJapan
- Laboratory of BioDX, Genome Editing Innovation CenterHiroshima UniversityHiroshimaJapan
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66
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Brock JR, Bird KA, Platts AE, Gomez-Cano F, Gupta SK, Palos K, Railey CE, Teresi SJ, Lee YS, Magallanes-Lundback M, Pawlowski EG, Nelson ADL, Grotewold E, Edger PP. Exploring genetic diversity, population structure, and subgenome differences in the allopolyploid Camelina sativa: implications for future breeding and research studies. HORTICULTURE RESEARCH 2024; 11:uhae247. [PMID: 39539416 PMCID: PMC11560372 DOI: 10.1093/hr/uhae247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2024] [Accepted: 08/26/2024] [Indexed: 11/16/2024]
Abstract
Camelina (Camelina sativa), an allohexaploid species, is an emerging aviation biofuel crop that has been the focus of resurgent interest in recent decades. To guide future breeding and crop improvement efforts, the community requires a deeper comprehension of subgenome dominance, often noted in allopolyploid species, "alongside an understanding of the genetic diversity" and population structure of material present within breeding programs. We conducted population genetic analyses of a C. sativa diversity panel, leveraging a new genome, to estimate nucleotide diversity and population structure, and analyzed for patterns of subgenome expression dominance among different organs. Our analyses confirm that C. sativa has relatively low genetic diversity and show that the SG3 subgenome has substantially lower genetic diversity compared to the other two subgenomes. Despite the low genetic diversity, our analyses identified 13 distinct subpopulations including two distinct wild populations and others putatively representing founders in existing breeding populations. When analyzing for subgenome composition of long non-coding RNAs, which are known to play important roles in (a)biotic stress tolerance, we found that the SG3 subgenome contained significantly more lincRNAs compared to other subgenomes. Similarly, transcriptome analyses revealed that expression dominance of SG3 is not as strong as previously reported and may not be universal across all organ types. From a global analysis, SG3 "was only significant higher expressed" in flower, flower bud, and fruit organs, which is an important discovery given that the crop yield is associated with these organs. Collectively, these results will be valuable for guiding future breeding efforts in camelina.
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Affiliation(s)
- Jordan R Brock
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
| | - Kevin A Bird
- Department of Plant Sciences, University of California-Davis, 1 Shields Ave, Davis, CA 95616, USA
| | - Adrian E Platts
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
| | - Fabio Gomez-Cano
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Suresh Kumar Gupta
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Kyle Palos
- Boyce Thompson Institute, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
| | - Caylyn E Railey
- Boyce Thompson Institute, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
- Plant Biology Graduate Field, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
| | - Scott J Teresi
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
- Genetics and Genome Sciences Program, Michigan State University, 567 Wilson Rd Room 2165, East Lansing, MI 48824, USA
| | - Yun Sun Lee
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | | | - Emily G Pawlowski
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Andrew D L Nelson
- Boyce Thompson Institute, Cornell University, 533 Tower Rd, Ithaca, NY 14853, USA
| | - Erich Grotewold
- Department of Biochemistry and Molecular Biology, Michigan State University, 603 Wilson Rd, East Lansing, MI 48824-6473, USA
| | - Patrick P Edger
- Department of Horticulture, Michigan State University, 1066 Bogue St, East Lansing, MI 48824, USA
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Wei K, Sharifova S, Zhao X, Sinha N, Nakayama H, Tellier A, Silva-Arias GA. Evolution of gene networks underlying adaptation to drought stress in the wild tomato Solanum chilense. Mol Ecol 2024; 33:e17536. [PMID: 39360493 DOI: 10.1111/mec.17536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2023] [Revised: 09/05/2024] [Accepted: 09/12/2024] [Indexed: 10/04/2024]
Abstract
Drought stress is a key limitation for plant growth and colonization of arid habitats. We study the evolution of gene expression response to drought stress in a wild tomato, Solanum chilense, naturally occurring in dry habitats in South America. We conduct a transcriptome analysis under standard and drought experimental conditions to identify drought-responsive gene networks and estimate the age of the involved genes. We identify two main regulatory networks corresponding to two typical drought-responsive strategies: cell cycle and fundamental metabolic processes. The metabolic network exhibits a more recent evolutionary origin and a more variable transcriptome response than the cell cycle network (with ancestral origin and higher conservation of the transcriptional response). We also integrate population genomics analyses to reveal positive selection signals acting at the genes of both networks, revealing that genes exhibiting selective sweeps of older age also exhibit greater connectivity in the networks. These findings suggest that adaptive changes first occur at core genes of drought response networks, driving significant network re-wiring, which likely underpins species divergence and further spread into drier habitats. Combining transcriptomics and population genomics approaches, we decipher the timing of gene network evolution for drought stress response in arid habitats.
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Affiliation(s)
- Kai Wei
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Saida Sharifova
- Department of Life Sciences, Graduate School of Science, Arts and Technology, Khazar University, Baku, Azerbaijan
| | - Xiaoyun Zhao
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Neelima Sinha
- Department of Plant Biology, University of California Davis, Davis, California, USA
| | - Hokuto Nakayama
- Department of Biological Sciences, The University of Tokyo, Tokyo, Japan
| | - Aurélien Tellier
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
| | - Gustavo A Silva-Arias
- Department of Life Science Systems, School of Life Sciences, Technical University of Munich, Freising, Germany
- Instituto de Ciencias Naturales, Facultad de Ciencias, Universidad Nacional de Colombia, Bogotá, Colombia
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68
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Ren YY, Liu Z. Characterization of Single-Cell Cis-regulatory Elements Informs Implications for Cell Differentiation. Genome Biol Evol 2024; 16:evae241. [PMID: 39506564 PMCID: PMC11580522 DOI: 10.1093/gbe/evae241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Revised: 10/17/2024] [Accepted: 11/04/2024] [Indexed: 11/08/2024] Open
Abstract
Cis-regulatory elements govern the specific patterns and dynamics of gene expression in cells during development, which are the fundamental mechanisms behind cell differentiation. However, the genomic characteristics of single-cell cis-regulatory elements closely linked to cell differentiation during development remain unclear. To explore this, we systematically analyzed ∼250,000 putative single-cell cis-regulatory elements obtained from snATAC-seq analysis of the developing mouse cerebellum. We found that over 80% of these single-cell cis-regulatory elements show pleiotropic effects, being active in 2 or more cell types. The pleiotropic degrees of proximal and distal single-cell cis-regulatory elements are positively correlated with the density and diversity of transcription factor binding motifs and GC content. There is a negative correlation between the pleiotropic degrees of single-cell cis-regulatory elements and their distances to the nearest transcription start sites, and proximal single-cell cis-regulatory elements display higher relevance strengths than distal ones. Furthermore, both proximal and distal single-cell cis-regulatory elements related to cell differentiation exhibit enhanced sequence-level evolutionary conservation, increased density and diversity of transcription factor binding motifs, elevated GC content, and greater distances from their nearest genes. Together, our findings reveal the general genomic characteristics of putative single-cell cis-regulatory elements and provide insights into the genomic and evolutionary mechanisms by which single-cell cis-regulatory elements regulate cell differentiation during development.
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Affiliation(s)
- Ying-Ying Ren
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
- Key Laboratory of Genetic Evolution & Animal Models, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
| | - Zhen Liu
- State Key Laboratory of Genetic Resources and Evolution, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
- Key Laboratory of Genetic Evolution & Animal Models, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
- Yunnan Key Laboratory of Biodiversity Information, Kunming Institute of Zoology, Chinese Academy of Sciences, Kunming, China
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69
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Sobala ŁF. LukProt: A Database of Eukaryotic Predicted Proteins Designed for Investigations of Animal Origins. Genome Biol Evol 2024; 16:evae231. [PMID: 39431411 PMCID: PMC11534060 DOI: 10.1093/gbe/evae231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Revised: 10/07/2024] [Accepted: 10/11/2024] [Indexed: 10/22/2024] Open
Abstract
The origins and early evolution of animals are subjects with many outstanding questions. One problem faced by researchers trying to answer them is the absence of a comprehensive database with sequences from nonbilaterians. Publicly available data are plentiful but scattered and often not associated with proper metadata. A new database presented in this paper, LukProt, is an attempt at solving this issue. The database contains protein sequences obtained mostly from genomic, transcriptomic, and metagenomic studies and is an extension of EukProt (Richter DJ, Berney C, Strassert JFH, Poh Y-P, Herman EK, Muñoz-Gómez SA, Wideman JG, Burki F, de Vargas C. EukProt: a database of genome-scale predicted proteins across the diversity of eukaryotes. Peer Community J. 2022:2:e56. https://doi.org/10.24072/pcjournal.173). LukProt adopts the EukProt naming conventions and includes data from 216 additional animals. The database is associated with a taxonomic grouping (taxogroup) scheme suitable for studying early animal evolution. Minor updates to the database will contain species additions or metadata corrections, whereas major updates will synchronize LukProt to each new version of EukProt, and releases are permanently stored on Zenodo (https://doi.org/10.5281/zenodo.7089120). A BLAST server to search the database is available at: https://lukprot.hirszfeld.pl/. Users are invited to participate in maintaining and correcting LukProt. As it can be searched without downloading locally, the database aims to be a convenient resource not only for evolutionary biologists, but for the broader scientific community as well.
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Affiliation(s)
- Łukasz F Sobala
- Laboratory of Glycobiology, Department of Immunochemistry, Hirszfeld Institute of Immunology and Experimental Therapy, PAS, Weigla 12, 53-114 Wrocław, Poland
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Habib MR, Posavi M, Lekired A, Zhang SM. Exploring the genome-wide transcriptomic responses of Bulinus truncatus to Schistosoma haematobium infection: An important host-parasite system involved in the transmission of human urogenital schistosomiasis. Mol Immunol 2024; 175:74-88. [PMID: 39307031 DOI: 10.1016/j.molimm.2024.09.006] [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: 07/05/2024] [Revised: 08/28/2024] [Accepted: 09/13/2024] [Indexed: 11/11/2024]
Abstract
Freshwater snails of the genus Bulinus are critical hosts for Schistosoma haematobium, the causative agent of urogenital schistosomiasis. Among the 37 recognized Bulinus species, B. truncatus is a key vector. Using RNA sequencing (RNAseq), we investigated the genome-wide transcriptional responses of B. truncatus to S. haematobium infection. Our findings suggest that snails employ a complex defense strategy against the parasites by up-regulating genes involved in immune response, stress reaction, structural integrity, metabolism, and detoxification. In response, schistosome parasites appear to manipulate the snail's defense system, as evidenced by the suppression of immune-related genes such as ficolin, peptidoglycan recognition protein, and C-type lectin domain-containing protein genes. The down-regulation of biomphalysin 9, compared to its function in Biomphalaria glabrata, indicates divergent immune strategies among snail hosts. Additionally, we compared transcriptome profiles between embryos and juveniles, providing insights into developmental processes. This study offers valuable genomic data for Bulinus snails, illuminating the molecular interactions between bulinids and schistosomes, and advancing our understanding of their developmental biology.
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Affiliation(s)
- Mohamed R Habib
- Center for Evolutionary and Theoretical Immunology, Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA; Medical Malacology Department, Theodor Bilharz Research Institute, Giza 12411, Egypt
| | - Marijan Posavi
- Center for Evolutionary and Theoretical Immunology, Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA
| | - Abdelmalek Lekired
- Center for Evolutionary and Theoretical Immunology, Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA
| | - Si-Ming Zhang
- Center for Evolutionary and Theoretical Immunology, Department of Biology, University of New Mexico, Albuquerque, NM 87131, USA.
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Matsumoto Y, Yik-Lok Chung C, Isobe S, Sakamoto M, Lin X, Chan TF, Hirakawa H, Ishihara G, Lam HM, Nakayama S, Sasamoto S, Tanizawa Y, Watanabe A, Watanabe K, Yagura M, Niimura Y, Nakamura Y. Chromosome-scale assembly with improved annotation provides insights into breed-wide genomic structure and diversity in domestic cats. J Adv Res 2024:S2090-1232(24)00478-8. [PMID: 39490737 DOI: 10.1016/j.jare.2024.10.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Revised: 10/16/2024] [Accepted: 10/18/2024] [Indexed: 11/05/2024] Open
Abstract
INTRODUCTION Comprehensive genomic resources offer insights into biological features, including traits/disease-related genetic loci. The current reference genome assembly for the domestic cat (Felis catus), Felis_Catus_9.0 (felCat9), derived from sequences of the Abyssinian cat, may inadequately represent the general cat population, limiting the extent of deducible genetic variations. OBJECTIVES The goal was to develop Anicom American Shorthair 1.0 (AnAms1.0), a reference-grade chromosome-scale cat genome assembly. METHODS In contrast to prior assemblies relying on Abyssinian cat sequences, AnAms1.0 was constructed from the sequences of more popular American Shorthair breed, which is related to more breeds than the Abyssinian cat. By combining advanced genomics technologies, including PacBio long-read sequencing and Hi-C- and optical mapping data-based sequence scaffolding, we compared AnAms1.0 to existing Felidae genome assemblies (20 scaffolds, scaffolds N50 > 150 Mbp). Homology-based and ab initio gene annotation through Iso-Seq and RNA-Seq was used to identify new coding genes and splice variants. RESULTS AnAms1.0 demonstrated superior contiguity and accuracy than existing Felidae genome assemblies. Using AnAms1.0, we identified over 1.5 thousand structural variants and 29 million repetitions compared to felCat9. Additionally, we identified > 1,600 novel protein-coding genes. Notably, olfactory receptor structural variants and cardiomyopathy-related variants were identified. CONCLUSION AnAms1.0 facilitates the discovery of novel genes related to normal and disease phenotypes in domestic cats. The analyzed data are publicly accessible on Cats-I (https://cat.annotation.jp/), which we established as a platform for accumulating and sharing genomic resources to discover novel genetic traits and advance veterinary medicine.
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Affiliation(s)
- Yuki Matsumoto
- Research and Development Section, Anicom Specialty Medical Institute Inc., Yokohama, Kanagawa, Japan; Data Science Center, Azabu University, Sagamihara, Kanagawa, Japan.
| | - Claire Yik-Lok Chung
- School of Life Sciences and the Center for Soybean Research of the State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region
| | - Sachiko Isobe
- Kazusa DNA Research Institute, Kisarazu, Chiba, Japan
| | - Mika Sakamoto
- National Institute of Genetics, Research Organization of Information and Systems, Mishima, Shizuoka, Japan
| | - Xiao Lin
- School of Life Sciences and the Center for Soybean Research of the State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region
| | - Ting-Fung Chan
- School of Life Sciences and the Center for Soybean Research of the State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region
| | | | - Genki Ishihara
- Research and Development Section, Anicom Specialty Medical Institute Inc., Yokohama, Kanagawa, Japan
| | - Hon-Ming Lam
- School of Life Sciences and the Center for Soybean Research of the State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong Special Administrative Region
| | | | | | - Yasuhiro Tanizawa
- National Institute of Genetics, Research Organization of Information and Systems, Mishima, Shizuoka, Japan
| | | | - Kei Watanabe
- Research and Development Section, Anicom Specialty Medical Institute Inc., Yokohama, Kanagawa, Japan
| | - Masaru Yagura
- National Institute of Genetics, Research Organization of Information and Systems, Mishima, Shizuoka, Japan
| | - Yoshihito Niimura
- Department of Veterinary Sciences, Faculty of Agriculture, University of Miyazaki, Miyazaki, Miyazaki, Japan
| | - Yasukazu Nakamura
- National Institute of Genetics, Research Organization of Information and Systems, Mishima, Shizuoka, Japan.
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Liang Q, Rehman HM, Zhang J, Lam HM, Chan TF. Dynamic Landscapes of Long Noncoding RNAs During Early Root Development and Differentiation in Glycine max and Glycine soja. PLANT, CELL & ENVIRONMENT 2024. [PMID: 39462897 DOI: 10.1111/pce.15238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Revised: 10/09/2024] [Accepted: 10/11/2024] [Indexed: 10/29/2024]
Abstract
Soybean (Glycine max) is an important crop for its nutritional value. Its wild relative, Glycine soja, provides a valuable genetic resource for improving soybean productivity. Root development and differentiation are essential for soybean plants to take up water and nutrients, store energy and anchor themselves. Long noncoding RNAs (lncRNAs) have been reported to play critical roles in various biological processes. However, the spatiotemporal landscape of lncRNAs during early root development and differentiation in soybeans is scarcely characterized. Using RNA sequencing and transcriptome assembly, we identified 1578 lncRNAs in G. max and 1454 in G. soja, spanning various root portions and time points. Differential expression analysis revealed 82 and 69 lncRNAs exhibiting spatiotemporally differential expression patterns in G. max and G. soja, respectively, indicating their involvement in the early stage of root architecture formation. By elucidating multiple competitive endogenous RNA (ceRNA) networks involving lncRNAs, microRNAs and protein-coding RNAs, we unveiled intricate regulatory mechanisms of lncRNA in early root development and differentiation. Our efforts significantly expand the transcriptome annotations of soybeans, unravel the dynamic landscapes of lncRNAs during early root development and differentiation, and provide valuable resources into the field of soybean root research.
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Affiliation(s)
- Qiaoxia Liang
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Hafiz M Rehman
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
- Centre of Agricultural Biochemistry and Biotechnology, University of Agriculture Faisalabad, Faisalabad, Pakistan
| | - Jizhou Zhang
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Hon-Ming Lam
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
| | - Ting-Fung Chan
- School of Life Sciences and State Key Laboratory of Agrobiotechnology, The Chinese University of Hong Kong, Shatin, Hong Kong SAR, China
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Xu Z, Zheng X, Fan J, Jiao Y, Huang S, Xie Y, Xu S, Lu Y, Liu A, Liu R, Yang Y, Luo GZ, Pan T, Wang X. Microbiome-induced reprogramming in post-transcriptional landscape using nanopore direct RNA sequencing. Cell Rep 2024; 43:114798. [PMID: 39365698 DOI: 10.1016/j.celrep.2024.114798] [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: 05/07/2024] [Revised: 08/10/2024] [Accepted: 09/10/2024] [Indexed: 10/06/2024] Open
Abstract
It has been widely recognized that the microbiota has the capacity to shape host gene expression and physiological functions. However, there remains a paucity of comprehensive study revealing the host transcriptional landscape regulated by the microbiota. Here, we comprehensively examined mRNA landscapes in mouse tissues (brain and cecum) from specific-pathogen-free and germ-free mice using nanopore direct RNA sequencing. Our results show that the microbiome has global influence on a host's RNA modifications (m6A, m5C, Ψ), isoform generation, poly(A) tail length, and transcript abundance in both brain and cecum tissues. Moreover, the microbiome exerts tissue-specific effects on various post-transcriptional regulatory processes. In addition, the microbiome impacts the coordination of multiple RNA modifications in host brain and cecum tissues. In conclusion, we establish the relationship between microbial regulation and gene expression. Our results help the understanding of the mechanisms by which the microbiome reprograms host gene expression.
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Affiliation(s)
- Zihe Xu
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China; School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Xiaoqi Zheng
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China; School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Jiajun Fan
- School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Yuting Jiao
- School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Sihao Huang
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL 60637, USA
| | - Yingyuan Xie
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Shunlan Xu
- School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Yi Lu
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China; School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Anrui Liu
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China; School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Runzhou Liu
- School of Life Sciences, South China Normal University, Guangzhou 510631, China
| | - Ying Yang
- CAS Key Laboratory of Genomic and Precision Medicine, Beijing Institute of Genomics, Chinese Academy of Sciences and China National Center for Bioinformation, Beijing 100101, China
| | - Guan-Zheng Luo
- MOE Key Laboratory of Gene Function and Regulation, State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China
| | - Tao Pan
- Department of Biochemistry and Molecular Biology, The University of Chicago, Chicago, IL 60637, USA
| | - Xiaoyun Wang
- Guangzhou Institutes of Biomedicine and Health, Chinese Academy of Sciences, Guangzhou 510530, China; School of Life Sciences, South China Normal University, Guangzhou 510631, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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Hu XF, Jin MJ, Gong ZX, Lin ZL, Zhang LZ, Zeng ZJ, Wang ZL. Full-Length Transcriptome Profile of Apis cerana Revealed by Nanopore Sequencing. Int J Mol Sci 2024; 25:10833. [PMID: 39409163 PMCID: PMC11476444 DOI: 10.3390/ijms251910833] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2024] [Revised: 10/01/2024] [Accepted: 10/04/2024] [Indexed: 10/20/2024] Open
Abstract
The Asian honey bee (Apis cerana) plays a crucial role in providing abundant bee products and in maintaining ecological balance. Despite the availability of the genomic sequence of the Asian honey bee, its transcriptomic information remains largely incomplete. To address this issue, here we constructed three pooled RNA samples from the queen, drone, and worker bees of A. cerana and performed full-length RNA sequencing using Nanopore single-molecule sequencing technology. Ultimately, we obtained 160,811 full-length transcript sequences from 19,859 genes, with 141,189 being novel transcripts, of which 130,367 were functionally annotated. We detected 520, 324, and 1823 specifically expressed transcripts in the queen, worker, and drone bees, respectively. Furthermore, we identified 38,799 alternative splicing (AS) events from 5710 genes, 44,243 alternative polyadenylation (APA) sites from 1649 gene loci, 88,187 simple sequence repeats (SSRs), and 17,387 long noncoding RNAs (lncRNAs). Leveraging these transcripts as references, we identified 6672, 7795, and 6804 differentially expressed transcripts (DETs) in comparisons of queen ovaries vs drone testes, worker ovaries vs drone testes, and worker ovaries vs queen ovaries, respectively. Our research results provide a comprehensive set of reference transcript datasets for Apis cerana, offering important sequence information for further exploration of its gene functions.
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Affiliation(s)
- Xiao-Fen Hu
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
- College of Animal Science and Technology, Jiangxi Agricultural University, Nanchang 330045, China
| | - Meng-Jie Jin
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Zhi-Xian Gong
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Zong-Liang Lin
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Li-Zhen Zhang
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Zhi-Jiang Zeng
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
| | - Zi-Long Wang
- Jiangxi Province Key Laboratory of Honeybee Biology and Beekeeping, Jiangxi Agricultural University, Nanchang 330045, China; (X.-F.H.); (M.-J.J.); (Z.-X.G.); (L.-Z.Z.); (Z.-J.Z.)
- Honeybee Research Institute, Jiangxi Agricultural University, Nanchang 330045, China
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Xu H, Dong C, Wu Y, Fu S, Tauqeer A, Gu X, Li Q, Niu X, Liu P, Zhang X, Li C, Li M, Wu S. The JA-to-ABA signaling relay promotes lignin deposition for wound healing in Arabidopsis. MOLECULAR PLANT 2024; 17:1594-1605. [PMID: 39262116 DOI: 10.1016/j.molp.2024.09.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/26/2024] [Revised: 08/02/2024] [Accepted: 09/06/2024] [Indexed: 09/13/2024]
Abstract
Plants are frequently exposed to herbivory and mechanical damage that result in wounding. Two fundamental strategies, regeneration and healing, are employed by plants upon wounding. How plants make different decisions and how wound healing is sustained until the damaged tissues recover are not fully understood. In this study, we found that local auxin accumulation patterns, determined by wounding modes, may activate different recovery programs in wounded tissues. Wounding triggers transient jasmonic acid (JA) signaling that promotes lignin deposition in the first few hours after wounding occurs. This early response is subsequently relayed to ABA signaling via MYC2. The induced JA signaling promotes ABA biosynthesis to maintain the expression of RAP2.6, a key factor for sustained lignin biosynthesis and the later wound-healing process. Our findings provide mechanistic insights into how plants heal from wounding and clarify the molecular mechanisms that underlie the prolonged healing process following wounding.
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Affiliation(s)
- Huimin Xu
- College of Horticulture, Anhui Agricultural University, Hefei 230000, China
| | - Chaoqun Dong
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Ying Wu
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Shasha Fu
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Arfa Tauqeer
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Xinyun Gu
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Qianfang Li
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Xufang Niu
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Peng Liu
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Xiaoyue Zhang
- College of Life Sciences, Shandong Agricultural University, Tai'an 271018, Shandong, China
| | - Chuanyou Li
- College of Life Sciences, Shandong Agricultural University, Tai'an 271018, Shandong, China.
| | - Meng Li
- College of Horticulture, Anhui Agricultural University, Hefei 230000, China.
| | - Shuang Wu
- College of Life Sciences, College of Horticulture, Haixia Institute of Science and Technology, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
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Qiu M, Ye C, Bao L, Wu K, Zhao Y, Zhao X, Tang R, Shang R, Shang S, Yuan C, Hu X, Zhang N, Fu Y, Wang J, Zhao C. Elevated muramyl dipeptide by sialic acid-facilitated postantibiotic pathobiont expansion contributes to gut dysbiosis-induced mastitis in mice. J Adv Res 2024:S2090-1232(24)00425-9. [PMID: 39374734 DOI: 10.1016/j.jare.2024.09.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Revised: 09/21/2024] [Accepted: 09/27/2024] [Indexed: 10/09/2024] Open
Abstract
INTRODUCTION In responses to antibiotics exposure, gut dysbiosis is a risk factor not only for pathogen infection but also for facilitating pathobiont expansion, resulting in increased inflammatory responses in the gut and distant organs. However, how this process is regulated has not been fully elucidated. OBJECTIVES In this study, we investigated the role of sialic acid, a host-derived carbohydrate, in the pathogenesis of gut dysbiosis-derived inflammation in distant organs. METHODS Ampicillin (Amp)-induced gut dysbiotic mice were treated with N-glycolylneuraminic acid (Neu5Gc) and N-acetylneuraminic acid (Neu5Ac) for three weeks to assess the role of sialic acids in mastitis. The underlying mechanism by which sialic acids regulate mastitis was explored using 16S rRNA sequencing, transcriptomics and employed multiple molecular approaches. RESULTS Administration of Neu5Ac and Neu5Gc exacerbated gut dysbiosis-induced mastitis and systemic inflammation. The gut dysbiosis caused by Amp was also aggravated by sialic acid. Notably, increased Enterococcus expansion, which was positively correlated with inflammatory markers, was observed in both Neu5Ac- and Neu5Gc-treated gut dysbiotic mice. Treatment of mice with Enterococcus cecorum (E. cecorum) aggravated gut dysbiosis-induced mastitis. Mechanically, sialic acid-facilitated E. cecorum expansion promoted muramyl dipeptide (MDP) release, which induced inflammatory responses by activating the NOD2-RIP2-NF-κB axis. CONCLUSIONS Collectively, our data reveal a role of sialic acid-facilitated postantibiotic pathobiont expansion in gut dysbiosis-associated inflammation, highlighting a potential strategy for disease prevention by regulating the MDP-NOD2-RIP2 axis.
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Affiliation(s)
- Min Qiu
- Department of Gynecology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China; Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Cong Ye
- Department of Gynecology, China-Japan Union Hospital of Jilin University, Changchun 130033, Jilin Province, China
| | - Lijuan Bao
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Keyi Wu
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Yihong Zhao
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Xiaotong Zhao
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Ruibo Tang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Ruping Shang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Shan Shang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Chongshan Yuan
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Xiaoyu Hu
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Naisheng Zhang
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China
| | - Yunhe Fu
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China.
| | - Jun Wang
- College of Animal Science and Technology, Jilin Agricultural University, Changchun 130118, Jilin Province, China.
| | - Caijun Zhao
- Department of Clinical Veterinary Medicine, College of Veterinary Medicine, Jilin University, Changchun 130062, Jilin Province, China.
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Zhang HY, Minnis C, Gustavsson E, Ryten M, Mole SE. CLN3 transcript complexity revealed by long-read RNA sequencing analysis. BMC Med Genomics 2024; 17:244. [PMID: 39367445 PMCID: PMC11451007 DOI: 10.1186/s12920-024-02017-z] [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: 01/16/2024] [Accepted: 09/23/2024] [Indexed: 10/06/2024] Open
Abstract
BACKGROUND Batten disease is a group of rare inherited neurodegenerative diseases. Juvenile CLN3 disease is the most prevalent type, and the most common pathogenic variant shared by most patients is the "1-kb" deletion which removes two internal coding exons (7 and 8) in CLN3. Previously, we identified two transcripts in patient fibroblasts homozygous for the 1-kb deletion: the 'major' and 'minor' transcripts. To understand the full variety of disease transcripts and their role in disease pathogenesis, it is necessary to first investigate CLN3 transcription in "healthy" samples without juvenile CLN3 disease. METHODS We leveraged PacBio long-read RNA sequencing datasets from ENCODE to investigate the full range of CLN3 transcripts across various tissues and cell types in human control samples. Then we sought to validate their existence using data from different sources. RESULTS We found that a readthrough gene affects the quantification and annotation of CLN3. After taking this into account, we detected over 100 novel CLN3 transcripts, with no dominantly expressed CLN3 transcript. The most abundant transcript has median usage of 42.9%. Surprisingly, the known disease-associated 'major' transcripts are detected. Together, they have median usage of 1.5% across 22 samples. Furthermore, we identified 48 CLN3 ORFs, of which 26 are novel. The predominant ORF that encodes the canonical CLN3 protein isoform has median usage of 66.7%, meaning around one-third of CLN3 transcripts encode protein isoforms with different stretches of amino acids. The same ORFs could be found with alternative UTRs. Moreover, we were able to validate the translational potential of certain transcripts using public mass spectrometry data. CONCLUSION Overall, these findings provide valuable insights into the complexity of CLN3 transcription, highlighting the importance of studying both canonical and non-canonical CLN3 protein isoforms as well as the regulatory role of UTRs to fully comprehend the regulation and function(s) of CLN3. This knowledge is essential for investigating the impact of the 1-kb deletion and rare pathogenic variants on CLN3 transcription and disease pathogenesis.
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Affiliation(s)
- Hao-Yu Zhang
- Great Ormond Street Institute of Child Health, University College London, London, WC1E 1EH, UK
| | - Christopher Minnis
- Great Ormond Street Institute of Child Health, University College London, London, WC1E 1EH, UK
| | - Emil Gustavsson
- Great Ormond Street Institute of Child Health, University College London, London, WC1E 1EH, UK
| | - Mina Ryten
- Great Ormond Street Institute of Child Health, University College London, London, WC1E 1EH, UK
| | - Sara E Mole
- Great Ormond Street Institute of Child Health, University College London, London, WC1E 1EH, UK.
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78
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Congrains C, Sim SB, Paulo DF, Corpuz RL, Kauwe AN, Simmonds TJ, Simpson SA, Scheffler BE, Geib SM. Chromosome-scale genome of the polyphagous pest Anastrepha ludens (Diptera: Tephritidae) provides insights on sex chromosome evolution in Anastrepha. G3 (BETHESDA, MD.) 2024; 14:jkae239. [PMID: 39365162 PMCID: PMC11631503 DOI: 10.1093/g3journal/jkae239] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/26/2024] [Accepted: 10/02/2024] [Indexed: 10/05/2024]
Abstract
The Mexican fruit fly, Anastrepha ludens, is a polyphagous true fruit fly (Diptera: Tephritidae) considered one of the most serious insect pests in Central and North America to various economically relevant fruits. Despite its agricultural relevance, a high-quality genome assembly has not been reported. Here, we described the generation of a chromosome-level genome for the A. ludens using a combination of PacBio high fidelity long-reads and chromatin conformation capture sequencing data. The final assembly consisted of 140 scaffolds (821 Mb, N50 = 131 Mb), containing 99.27% complete conserved orthologs (BUSCO) for Diptera. We identified the sex chromosomes using three strategies: 1) visual inspection of Hi-C contact map and coverage analysis using the HiFi reads, 2) synteny with Drosophila melanogaster, and 3) the difference in the average read depth of autosomal versus sex chromosomal scaffolds. The X chromosome was found in one major scaffold (100 Mb) and eight smaller contigs (1.8 Mb), and the Y chromosome was recovered in one large scaffold (6.1 Mb) and 35 smaller contigs (4.3 Mb). Sex chromosomes and autosomes showed considerable differences of transposable elements and gene content. Moreover, evolutionary rates of orthologs of A. ludens and Anastrepha obliqua revealed a faster evolution of X-linked, compared to autosome-linked, genes, consistent with the faster-X effect, leading us to new insights on the evolution of sex chromosomes in this diverse group of flies. This genome assembly provides a valuable resource for future evolutionary, genetic, and genomic translational research supporting the management of this important agricultural pest.
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Affiliation(s)
- Carlos Congrains
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
- Department of Plant and Environmental Protection Services, University of Hawaii at Manoa, Honolulu, HI 96822, USA
| | - Sheina B Sim
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
| | - Daniel F Paulo
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
- Department of Plant and Environmental Protection Services, University of Hawaii at Manoa, Honolulu, HI 96822, USA
| | - Renee L Corpuz
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
| | - Angela N Kauwe
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
| | - Tyler J Simmonds
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
| | - Sheron A Simpson
- U.S. Department of Agriculture-Agricultural Research Service, Genomics and Bioinformatics Research Unit, Stoneville, MS 38776, USA
| | - Brian E Scheffler
- U.S. Department of Agriculture-Agricultural Research Service, Genomics and Bioinformatics Research Unit, Stoneville, MS 38776, USA
| | - Scott M Geib
- U.S. Department of Agriculture-Agricultural Research Service, Daniel K. Inouye U.S. Pacific Basin Agricultural Research Center, Tropical Pest Genetics and Molecular Biology Research Unit, Hilo, HI 96720, USA
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79
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Tsour S, Machne R, Leduc A, Widmer S, Guez J, Karczewski K, Slavov N. Alternate RNA decoding results in stable and abundant proteins in mammals. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.26.609665. [PMID: 39253435 PMCID: PMC11383030 DOI: 10.1101/2024.08.26.609665] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/11/2024]
Abstract
Amino acid substitutions may substantially alter protein stability and function, but the contribution of substitutions arising from alternate translation (deviations from the genetic code) is unknown. To explore it, we analyzed deep proteomic and transcriptomic data from over 1,000 human samples, including 6 cancer types and 26 healthy human tissues. This global analysis identified 60,024 high confidence substitutions corresponding to 8,801 unique sites in proteins derived from 1,990 genes. Some substitutions are shared across samples, while others exhibit strong tissue-type and cancer specificity. Surprisingly, products of alternate translation are more abundant than their canonical counterparts for hundreds of proteins, suggesting sense codon recoding. Recoded proteins include transcription factors, proteases, signaling proteins, and proteins associated with neurodegeneration. Mechanisms contributing to substitution abundance include protein stability, codon frequency, codon-anticodon mismatches, and RNA modifications. We characterize sequence motifs around alternatively translated amino acids and how substitution ratios vary across protein domains, tissue types and cancers. The substitution ratios are positively associated with intrinsically disordered regions and genetic polymorphisms in gnomAD, though the polymorphisms cannot account for the substitutions. Both the sequence and the tissue-specificity of alternatively translated proteins are conserved between human and mouse. These results demonstrate the contribution of alternate translation to diversifying mammalian proteomes, and its association with protein stability, tissue-specific proteomes, and diseases.
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Affiliation(s)
- Shira Tsour
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA 02115, USA
- Alnylam Pharmaceuticals, Cambridge, MA, USA
| | - Rainer Machne
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA 02115, USA
| | - Andrew Leduc
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA 02115, USA
| | - Simon Widmer
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA 02115, USA
| | - Jeremy Guez
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Konrad Karczewski
- Program in Medical and Population Genetics, Broad Institute of MIT and Harvard, Cambridge, MA, USA; Analytic and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Nikolai Slavov
- Departments of Bioengineering, Biology, Chemistry and Chemical Biology, Single Cell Proteomics Center, Northeastern University, Boston, MA 02115, USA
- Parallel Squared Technology Institute, Watertown, MA, USA
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80
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Xu D, Feng H, Li Y, Pan J, Yao Z. Molecular mechanisms of neutron radiation dose effects on M 1 generation peas. Appl Radiat Isot 2024; 212:111423. [PMID: 38981165 DOI: 10.1016/j.apradiso.2024.111423] [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: 12/08/2023] [Revised: 04/08/2024] [Accepted: 07/03/2024] [Indexed: 07/11/2024]
Abstract
The dose effect of radiation has long been a topic of concern, but the molecular mechanism behind it is still unclear. In this study, dried pea seeds were irradiated with 252Cf fission neutron source. Through analyzing the transcriptome and proteome of M1 generation pea (Pisum sativum L.) leaves, we studied the molecular rule and mechanism of neutron dose effect. Our results showed three important rules of global gene expression in the studied dose range. The rule closely related to the neutron absorbed dose at the transcription and translation levels is: the greater the difference in neutron absorbed dose between two radiation treatment groups, the greater the difference in differential expression between the two groups and the control group. We also obtained important sensitive metabolic pathways of neutron radiation, as well as related key genes. Furthermore, the overall molecular regulation mechanism of dose effect was revealed based on the main functional items obtained. Our research results can be applied to appropriate radiation dose estimation and agricultural production practice.
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Affiliation(s)
- Dapeng Xu
- School of Nuclear Science and Technology, Lanzhou University, Lanzhou 730000, China; Engineering Research Center for Neutron Application Technology, Ministry of Education, Lanzhou University, Lanzhou, 730000, China.
| | - Huyuan Feng
- School of Life Sciences, Lanzhou University, Lanzhou, 730000, China
| | - Yafeng Li
- School of Nuclear Science and Technology, Lanzhou University, Lanzhou 730000, China; Engineering Research Center for Neutron Application Technology, Ministry of Education, Lanzhou University, Lanzhou, 730000, China
| | - Jianbin Pan
- School of Life Sciences, Lanzhou University, Lanzhou, 730000, China
| | - Ze'en Yao
- School of Nuclear Science and Technology, Lanzhou University, Lanzhou 730000, China; Engineering Research Center for Neutron Application Technology, Ministry of Education, Lanzhou University, Lanzhou, 730000, China
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81
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Li S, Tan X, He Z, Jiang L, Li Y, Yang L, Hoffmann AA, Zhao C, Fang J, Ji R. Transcriptome-wide N 6-methyladenosine profiling reveals growth-defense trade-offs in the response of rice to brown planthopper (Nilaparvata lugens) infestation. PEST MANAGEMENT SCIENCE 2024; 80:5364-5376. [PMID: 39031631 DOI: 10.1002/ps.8265] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 05/08/2024] [Accepted: 06/06/2024] [Indexed: 07/22/2024]
Abstract
BACKGROUND N6-Methyladenosine (m6A) is a common messenger RNA (mRNA) modification that affects various physiological processes in stress responses. However, the role of m6A modifications in plants responses to herbivore stress remains unclear. RESULTS Here, we found that an infestation of brown planthopper (Nilaparvata lugens) female adults enhanced the resistance of rice to N. lugens. The m6A methylome analysis of N. lugens-infested and uninfested rice samples was performed to explore the interaction between rice and N. lugens. The m6A methylation mainly occurred in genes that were actively expressed in rice following N. lugens infestation, while an analysis of the whole-genomic mRNA distribution of m6A showed that N. lugens infestation caused an overall decrease in the number of m6A methylation sites across the chromosomes. The m6A methylation of genes involved in the m6A modification machinery and several defense-related phytohormones (jasmonic acid and salicylic acid) pathways was increased in N. lugens-infested rice compared to that in uninfested rice. In contrast, m6A modification levels of growth-related phytohormone (auxin and gibberellin) biosynthesis-related genes were significantly attenuated during N. lugens infestation, accompanied by the down-regulated expression of these transcripts, indicating that rice growth was restricted during N. lugens attack to rapidly optimize resource allocation for plant defense. Integrative analysis of the differential patterns of m6A methylation and the corresponding transcripts showed a positive correlation between m6A methylation and transcriptional regulation. CONCLUSION The m6A modification is an important strategy for regulating the expression of genes involved in rice defense and growth during rice-N. lugens interactions. These findings provide new ideas for formulating strategies to control herbivorous pests. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Shuai Li
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Jiangsu Key Laboratory for Food and Safety, State Key Laboratory Cultivation Base of Ministry of Science and Technology, Nanjing, China
| | - Xinyang Tan
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Zhen He
- School of Plant Protection, Yangzhou University, Yangzhou, China
| | - Lei Jiang
- School of Plant Protection, Anhui Agricultural University, Hefei, China
| | - Yali Li
- Wuhan Benagen Technology Company Limited, Wuhan, China
| | - Liu Yang
- Wuhan Benagen Technology Company Limited, Wuhan, China
| | - Ary A Hoffmann
- School of BioSciences, Bio21 Institute, University of Melbourne, Parkville, Australia
| | - Chunqing Zhao
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Jichao Fang
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Jiangsu Key Laboratory for Food and Safety, State Key Laboratory Cultivation Base of Ministry of Science and Technology, Nanjing, China
- College of Plant Protection, Nanjing Agricultural University, Nanjing, China
| | - Rui Ji
- Institute of Plant Protection, Jiangsu Academy of Agricultural Sciences, Jiangsu Key Laboratory for Food and Safety, State Key Laboratory Cultivation Base of Ministry of Science and Technology, Nanjing, China
- School of Life Sciences, Anhui Normal University/Key Laboratory for Conservation and Use of Important Biological Resources of Anhui Province, Anhui, China
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82
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Villalba-Bermell P, Marquez-Molins J, Gomez G. A multispecies study reveals the diversity and potential regulatory role of long noncoding RNAs in cucurbits. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2024; 120:799-817. [PMID: 39254680 DOI: 10.1111/tpj.17013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/02/2024] [Revised: 07/31/2024] [Accepted: 08/23/2024] [Indexed: 09/11/2024]
Abstract
Plant long noncoding RNAs (lncRNAs) exhibit features such as tissue-specific expression, spatiotemporal regulation, and stress responsiveness. Although diverse studies support the regulatory role of lncRNAs in model plants, our knowledge about lncRNAs in crops is limited. We employ a custom pipeline on a dataset of over 1000 RNA-seq samples across nine representative species of the family Cucurbitaceae to predict 91 209 nonredundant lncRNAs. The lncRNAs were characterized according to three confidence levels and classified by their genomic context into intergenic, natural antisense, intronic, and sense-overlapping. Compared with protein-coding genes, lncRNAs were, on average, expressed at low levels and displayed significantly higher specificity when considering tissue, developmental stages, and stress responsiveness. The evolutionary analysis indicates higher positional conservation than sequence conservation, probably linked to the conserved modular motifs within syntenic lncRNAs. Moreover, a positive correlation between the expression of intergenic/natural antisense lncRNAs and their closest/parental gene was observed. For those intergenic, the correlation decreases with the distance to the neighboring gene, supporting that their potential cis-regulatory effect is within a short-range. Furthermore, the analysis of developmental studies showed that a conserved NAT-lncRNA family is differentially expressed in a coordinated way with their cognate sense protein-coding genes. These genes code for proteins associated with phloem development, thus providing insights about the potential involvement of some of the identified lncRNAs in a developmental process. We expect that this extensive inventory will constitute a valuable resource for further research lines focused on elucidating the regulatory mechanisms mediated by lncRNAs in cucurbits.
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Affiliation(s)
- Pascual Villalba-Bermell
- Institute for Integrative Systems Biology (I2SysBio), Consejo Superior de Investigaciones Científicas (CSIC) - Universitat de València (UV), Parc Científic, Cat. Agustín Escardino 9, 46980, Paterna, Spain
| | - Joan Marquez-Molins
- Institute for Integrative Systems Biology (I2SysBio), Consejo Superior de Investigaciones Científicas (CSIC) - Universitat de València (UV), Parc Científic, Cat. Agustín Escardino 9, 46980, Paterna, Spain
| | - Gustavo Gomez
- Institute for Integrative Systems Biology (I2SysBio), Consejo Superior de Investigaciones Científicas (CSIC) - Universitat de València (UV), Parc Científic, Cat. Agustín Escardino 9, 46980, Paterna, Spain
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83
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Toga K, Kimoto F, Fujii H, Bono H. Genome-Wide Search for Gene Mutations Likely Conferring Insecticide Resistance in the Common Bed Bug, Cimex lectularius. INSECTS 2024; 15:737. [PMID: 39452313 PMCID: PMC11508591 DOI: 10.3390/insects15100737] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 09/17/2024] [Accepted: 09/23/2024] [Indexed: 10/26/2024]
Abstract
Insecticide resistance in the bed bug Cimex lectularius is poorly understood due to the lack of genome sequences for resistant strains. In Japan, we identified a resistant strain of C. lectularius that exhibits a higher pyrethroid resistance ratio compared to many previously discovered strains. We sequenced the genomes of the pyrethroid-resistant and susceptible strains using long-read sequencing, resulting in the construction of highly contiguous genomes (N50 of the resistant strain: 2.1 Mb and N50 of the susceptible strain: 1.5 Mb). Gene prediction was performed by BRAKER3, and the functional annotation was performed by the Fanflow4insects workflow. Next, we compared their amino acid sequences to identify gene mutations, identifying 729 mutated transcripts that were specific to the resistant strain. Among them, those defined previously as resistance genes were included. Additionally, enrichment analysis implicated DNA damage response, cell cycle regulation, insulin metabolism, and lysosomes in the development of pyrethroid resistance. Genome editing of these genes can provide insights into the evolution and mechanisms of insecticide resistance. This study expanded the target genes to monitor allele distribution and frequency changes, which will likely contribute to the assessment of resistance levels. These findings highlight the potential of genome-wide approaches to understand insecticide resistance in bed bugs.
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Affiliation(s)
- Kouhei Toga
- Laboratory of BioDX, PtBio Co-Creation Research Center, Genome Editing Innovation Center, Hiroshima University, 3-10-23 Kagamiyama, Higashi-Hiroshima City, Hiroshima 739-0046, Japan;
- Laboratory of Genome Informatics, Graduate School of Integrated Sciences for Life, Hiroshima University, 3-10-23 Kagamiyama, Higashi-Hiroshima City, Hiroshima 739-0046, Japan
| | - Fumiko Kimoto
- Research & Development Division, Fumakilla Limited, 1-11-13 Umehara, Hatsukaichi City, Hiroshima 739-0494, Japan
| | - Hiroki Fujii
- Research & Development Division, Fumakilla Limited, 1-11-13 Umehara, Hatsukaichi City, Hiroshima 739-0494, Japan
| | - Hidemasa Bono
- Laboratory of BioDX, PtBio Co-Creation Research Center, Genome Editing Innovation Center, Hiroshima University, 3-10-23 Kagamiyama, Higashi-Hiroshima City, Hiroshima 739-0046, Japan;
- Laboratory of Genome Informatics, Graduate School of Integrated Sciences for Life, Hiroshima University, 3-10-23 Kagamiyama, Higashi-Hiroshima City, Hiroshima 739-0046, Japan
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84
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Susanto TT, Hung V, Levine AG, Chen Y, Kerr CH, Yoo Y, Oses-Prieto JA, Fromm L, Zhang Z, Lantz TC, Fujii K, Wernig M, Burlingame AL, Ruggero D, Barna M. RAPIDASH: Tag-free enrichment of ribosome-associated proteins reveals composition dynamics in embryonic tissue, cancer cells, and macrophages. Mol Cell 2024; 84:3545-3563.e25. [PMID: 39260367 PMCID: PMC11460945 DOI: 10.1016/j.molcel.2024.08.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Revised: 06/25/2024] [Accepted: 08/20/2024] [Indexed: 09/13/2024]
Abstract
Ribosomes are emerging as direct regulators of gene expression, with ribosome-associated proteins (RAPs) allowing ribosomes to modulate translation. Nevertheless, a lack of technologies to enrich RAPs across sample types has prevented systematic analysis of RAP identities, dynamics, and functions. We have developed a label-free methodology called RAPIDASH to enrich ribosomes and RAPs from any sample. We applied RAPIDASH to mouse embryonic tissues and identified hundreds of potential RAPs, including Dhx30 and Llph, two forebrain RAPs important for neurodevelopment. We identified a critical role of LLPH in neural development linked to the translation of genes with long coding sequences. In addition, we showed that RAPIDASH can identify ribosome changes in cancer cells. Finally, we characterized ribosome composition remodeling during immune cell activation and observed extensive changes post-stimulation. RAPIDASH has therefore enabled the discovery of RAPs in multiple cell types, tissues, and stimuli and is adaptable to characterize ribosome remodeling in several contexts.
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Affiliation(s)
- Teodorus Theo Susanto
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Victoria Hung
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Andrew G Levine
- Department of Laboratory Medicine, University of California, San Francisco, San Francisco, CA, USA; Department of Urology, University of California, San Francisco, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA
| | - Yuxiang Chen
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Craig H Kerr
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Yongjin Yoo
- Institute for Stem Cell Biology and Regenerative Medicine and Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Juan A Oses-Prieto
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Lisa Fromm
- Department of Urology, University of California, San Francisco, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA; Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA, USA
| | - Zijian Zhang
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Travis C Lantz
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Kotaro Fujii
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Marius Wernig
- Institute for Stem Cell Biology and Regenerative Medicine and Department of Pathology, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Chemical and Systems Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Alma L Burlingame
- Department of Pharmaceutical Chemistry, University of California, San Francisco, San Francisco, CA 94158, USA
| | - Davide Ruggero
- Department of Urology, University of California, San Francisco, San Francisco, CA, USA; Helen Diller Family Comprehensive Cancer Center, University of California, San Francisco, San Francisco, CA, USA; Department of Cellular and Molecular Pharmacology, University of California, San Francisco, San Francisco, CA, USA.
| | - Maria Barna
- Department of Genetics, Stanford University School of Medicine, Stanford, CA 94305, USA.
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85
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Britto-Borges T, Gehring NH, Boehm V, Dieterich C. NMDtxDB: data-driven identification and annotation of human NMD target transcripts. RNA (NEW YORK, N.Y.) 2024; 30:1277-1291. [PMID: 39095083 PMCID: PMC11404449 DOI: 10.1261/rna.080066.124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 07/11/2024] [Indexed: 08/04/2024]
Abstract
The nonsense-mediated RNA decay (NMD) pathway is a crucial mechanism of mRNA quality control. Current annotations of NMD substrate RNAs are rarely data-driven, but use generally established rules. We present a data set with four cell lines and combinations for SMG5, SMG6, and SMG7 knockdowns or SMG7 knockout. Based on this data set, we implemented a workflow that combines Nanopore and Illumina sequencing to assemble a transcriptome, which is enriched for NMD target transcripts. Moreover, we use coding sequence information (CDS) from Ensembl, Gencode consensus Ribo-seq ORFs, and OpenProt to enhance the CDS annotation of novel transcript isoforms. In summary, 302,889 transcripts were obtained from the transcriptome assembly process, out of which 24% are absent from Ensembl database annotations, 48,213 contain a premature stop codon, and 6433 are significantly upregulated in three or more comparisons of NMD active versus deficient cell lines. We present an in-depth view of these results through the NMDtxDB database, which is available at https://shiny.dieterichlab.org/app/NMDtxDB, and supports the study of NMD-sensitive transcripts. We open sourced our implementation of the respective web-application and analysis workflow at https://github.com/dieterich-lab/NMDtxDB and https://github.com/dieterich-lab/nmd-wf.
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Affiliation(s)
- Thiago Britto-Borges
- Section of Bioinformatics and Systems Cardiology, Department of Internal Medicine III and Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg University Hospital, 69120 Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120 Heidelberg, Germany
| | - Niels H Gehring
- Institute for Genetics, University of Cologne, 50674 Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50674 Cologne, Germany
| | - Volker Boehm
- Institute for Genetics, University of Cologne, 50674 Cologne, Germany
- Center for Molecular Medicine Cologne (CMMC), University of Cologne, 50674 Cologne, Germany
| | - Christoph Dieterich
- Section of Bioinformatics and Systems Cardiology, Department of Internal Medicine III and Klaus Tschira Institute for Integrative Computational Cardiology, Heidelberg University Hospital, 69120 Heidelberg, Germany
- DZHK (German Centre for Cardiovascular Research), Partner site Heidelberg/Mannheim, 69120 Heidelberg, Germany
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Li Z, Zhang B, Chan JJ, Tabatabaeian H, Tong QY, Chew XH, Fan X, Driguez P, Chan C, Cheong F, Wang S, Siew BE, Tan IJW, Lee KY, Lieske B, Cheong WK, Kappei D, Tan KK, Gao X, Tay Y. An isoform-resolution transcriptomic atlas of colorectal cancer from long-read single-cell sequencing. CELL GENOMICS 2024; 4:100641. [PMID: 39216476 PMCID: PMC11480860 DOI: 10.1016/j.xgen.2024.100641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 06/06/2024] [Accepted: 08/07/2024] [Indexed: 09/04/2024]
Abstract
Colorectal cancer (CRC) ranks as the second leading cause of cancer deaths globally. In recent years, short-read single-cell RNA sequencing (scRNA-seq) has been instrumental in deciphering tumor heterogeneities. However, these studies only enable gene-level quantification but neglect alterations in transcript structures arising from alternative end processing or splicing. In this study, we integrated short- and long-read scRNA-seq of CRC samples to build an isoform-resolution CRC transcriptomic atlas. We identified 394 dysregulated transcript structures in tumor epithelial cells, including 299 resulting from various combinations of splicing events. Second, we characterized genes and isoforms associated with epithelial lineages and subpopulations exhibiting distinct prognoses. Among 31,935 isoforms with novel junctions, 330 were supported by The Cancer Genome Atlas RNA-seq and mass spectrometry data. Finally, we built an algorithm that integrated novel peptides derived from open reading frames of recurrent tumor-specific transcripts with mass spectrometry data and identified recurring neoepitopes that may aid the development of cancer vaccines.
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Affiliation(s)
- Zhongxiao Li
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; Center of Excellence on Generative AI, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia
| | - Bin Zhang
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; Center of Excellence on Generative AI, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia.
| | - Jia Jia Chan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Hossein Tabatabaeian
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Qing Yun Tong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Xiao Hong Chew
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Xiaonan Fan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Patrick Driguez
- Core Labs, King Abdullah University of Science and Technology, Thuwal 23955-6900, Saudi Arabia
| | - Charlene Chan
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Faith Cheong
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore
| | - Shi Wang
- Department of Pathology, National University Health System, Singapore 119228, Singapore
| | - Bei En Siew
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Ian Jse-Wei Tan
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Division of Colorectal Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore
| | - Kai-Yin Lee
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Division of Colorectal Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore
| | - Bettina Lieske
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Division of Colorectal Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore
| | - Wai-Kit Cheong
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Division of Colorectal Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore
| | - Dennis Kappei
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore; NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Ker-Kan Tan
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Division of Colorectal Surgery, University Surgical Cluster, National University Health System, Singapore 119228, Singapore
| | - Xin Gao
- Computer Science Program, Computer, Electrical and Mathematical Sciences and Engineering Division, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; Center of Excellence for Smart Health (KCSH), King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia; Center of Excellence on Generative AI, King Abdullah University of Science and Technology (KAUST), Thuwal 23955-6900, Kingdom of Saudi Arabia.
| | - Yvonne Tay
- Cancer Science Institute of Singapore, National University of Singapore, Singapore 117599, Singapore; NUS Centre for Cancer Research, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore; Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore.
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87
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Johnston MJ, Lee JJY, Hu B, Nikolic A, Hasheminasabgorji E, Baguette A, Paik S, Chen H, Kumar S, Chen CCL, Jessa S, Balin P, Fong V, Zwaig M, Michealraj KA, Chen X, Zhang Y, Varadharajan S, Billon P, Juretic N, Daniels C, Rao AN, Giannini C, Thompson EM, Garami M, Hauser P, Pocza T, Ra YS, Cho BK, Kim SK, Wang KC, Lee JY, Grajkowska W, Perek-Polnik M, Agnihotri S, Mack S, Ellezam B, Weil A, Rich J, Bourque G, Chan JA, Yong VW, Lupien M, Ragoussis J, Kleinman C, Majewski J, Blanchette M, Jabado N, Taylor MD, Gallo M. TULIPs decorate the three-dimensional genome of PFA ependymoma. Cell 2024; 187:4926-4945.e22. [PMID: 38986619 DOI: 10.1016/j.cell.2024.06.023] [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: 08/27/2021] [Revised: 05/26/2022] [Accepted: 06/18/2024] [Indexed: 07/12/2024]
Abstract
Posterior fossa group A (PFA) ependymoma is a lethal brain cancer diagnosed in infants and young children. The lack of driver events in the PFA linear genome led us to search its 3D genome for characteristic features. Here, we reconstructed 3D genomes from diverse childhood tumor types and uncovered a global topology in PFA that is highly reminiscent of stem and progenitor cells in a variety of human tissues. A remarkable feature exclusively present in PFA are type B ultra long-range interactions in PFAs (TULIPs), regions separated by great distances along the linear genome that interact with each other in the 3D nuclear space with surprising strength. TULIPs occur in all PFA samples and recur at predictable genomic coordinates, and their formation is induced by expression of EZHIP. The universality of TULIPs across PFA samples suggests a conservation of molecular principles that could be exploited therapeutically.
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Affiliation(s)
- Michael J Johnston
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - John J Y Lee
- The Arthur and Sonia Labatt Brain Tumor Research Center, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Developmental & Stem Cell Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Bo Hu
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada; Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Ana Nikolic
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Elham Hasheminasabgorji
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Audrey Baguette
- Quantitative Life Sciences, McGill University, Montreal, QC H3A 1B9, Canada
| | - Seungil Paik
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Haifen Chen
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada
| | - Sachin Kumar
- Department of Neurological Surgery, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Carol C L Chen
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada
| | - Selin Jessa
- Quantitative Life Sciences, McGill University, Montreal, QC H3A 1B9, Canada
| | - Polina Balin
- The Arthur and Sonia Labatt Brain Tumor Research Center, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Developmental & Stem Cell Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Vernon Fong
- The Arthur and Sonia Labatt Brain Tumor Research Center, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Developmental & Stem Cell Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1L7, Canada
| | - Melissa Zwaig
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada
| | | | - Xun Chen
- Department of Anatomy and Cell Biology, Kyoto University, Kyoto 606-8501, Japan
| | - Yanlin Zhang
- School of Computer Science, McGill University, Montreal, QC H3A 2A7, Canada
| | - Srinidhi Varadharajan
- Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Pierre Billon
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Nikoleta Juretic
- Department of Pediatrics, McGill University and The Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada
| | - Craig Daniels
- The Arthur and Sonia Labatt Brain Tumor Research Center, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Developmental & Stem Cell Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada
| | | | - Caterina Giannini
- Pediatric Hematology-Oncology, Mayo Clinic, Rochester, MN 55905, USA
| | - Eric M Thompson
- Department of Neurosurgery, Duke University Medical Center, Durham, NC 27710, USA
| | - Miklos Garami
- Department of Pediatrics, Semmelweis University, H-1094 Budapest, Hungary
| | - Peter Hauser
- Department of Pediatrics, Semmelweis University, H-1094 Budapest, Hungary
| | - Timea Pocza
- Department of Pediatrics, Semmelweis University, H-1094 Budapest, Hungary
| | - Young Shin Ra
- Department of Neurosurgery, University of Ulsan, Asan Medical Center, Seoul 05505, South Korea
| | - Byung-Kyu Cho
- Department of Neurosurgery, Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul 30322, South Korea
| | - Seung-Ki Kim
- Department of Neurosurgery, Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul 30322, South Korea
| | - Kyu-Chang Wang
- Department of Neurosurgery, Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul 30322, South Korea
| | - Ji Yeoun Lee
- Department of Neurosurgery, Division of Pediatric Neurosurgery, Seoul National University Children's Hospital, Seoul 30322, South Korea
| | - Wieslawa Grajkowska
- Department of Pathology, The Children's Memorial Health Institute, University of Warsaw, 04-730 Warsaw, Poland
| | - Marta Perek-Polnik
- Department of Oncology, The Children's Memorial Health Institute, University of Warsaw, 04-730 Warsaw, Poland
| | - Sameer Agnihotri
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, United States of America
| | - Stephen Mack
- Department of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, TN 38105, USA
| | - Benjamin Ellezam
- Department of Pathology, Centre Hospitalier Universitaire Sainte-Justine, Université de Montréal, Montreal, QC H3T 1C5, Canada
| | - Alex Weil
- Department of Pediatric Neurosurgery, Centre Hospitalier Universitaire Sainte-Justine, Université de Montréal, Montreal, QC H3T 1C5, Canada
| | - Jeremy Rich
- University of Pittsburgh Medical Center, Hillman Cancer Center, Pittsburgh, PA 15213, USA; Department of Neurology, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
| | - Guillaume Bourque
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada; McGill Genome Centre, Montreal, QC H3A 0G1, Canada
| | - Jennifer A Chan
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - V Wee Yong
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Oncology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Clinical Neurosciences, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Mathieu Lupien
- Princess Margaret Cancer Centre, University Health Network, Toronto, ON M5G 1L7, Canada; Department of Medical Biophysics, University of Toronto, Toronto, ON M5G 1L7, Canada; Ontario Institute for Cancer Research, Toronto, ON M5G 0A3, Canada
| | - Jiannis Ragoussis
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada; McGill Genome Centre, Montreal, QC H3A 0G1, Canada
| | - Claudia Kleinman
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada; Lady Davis Research Institute, Jewish General Hospital, Montreal, QC H3T 1E2, Canada
| | - Jacek Majewski
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada
| | - Mathieu Blanchette
- Quantitative Life Sciences, McGill University, Montreal, QC H3A 1B9, Canada; School of Computer Science, McGill University, Montreal, QC H3A 2A7, Canada
| | - Nada Jabado
- Department of Human Genetics, McGill University, Montreal, QC H2A 1B1, Canada; Department of Pediatrics, McGill University and The Research Institute of the McGill University Health Centre, Montreal, QC H4A 3J1, Canada; Division of Experimental Medicine, Department of Medicine, McGill University, Montreal, QC H3A 3J1, Canada.
| | - Michael D Taylor
- The Arthur and Sonia Labatt Brain Tumor Research Center, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Developmental & Stem Cell Biology Program, The Hospital for Sick Children, Toronto, ON M5G 0A4, Canada; Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, ON M5G 1L7, Canada; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Cancer and Hematology Center, Texas Children's Hospital, Houston, TX 77030, USA; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA.
| | - Marco Gallo
- Arnie Charbonneau Cancer Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Alberta Children's Hospital Research Institute, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Biochemistry and Molecular Biology, Cumming School of Medicine, University of Calgary, Calgary, AB T2N 4N1, Canada; Department of Pediatrics, Baylor College of Medicine, Houston, TX 77030, USA; Cancer and Hematology Center, Texas Children's Hospital, Houston, TX 77030, USA; Dan L Duncan Comprehensive Cancer Center, Baylor College of Medicine, Houston, TX 77030, USA.
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88
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Kawahara Y, Tanaka J, Takayama K, Wako T, Ogino A, Yamashita S, Taniguchi F. Chromosome-Scale Genome Assembly and Characterization of Top-Quality Japanese Green Tea Cultivar 'Seimei'. PLANT & CELL PHYSIOLOGY 2024; 65:1271-1284. [PMID: 38807462 PMCID: PMC11369818 DOI: 10.1093/pcp/pcae060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Revised: 05/20/2024] [Accepted: 05/25/2024] [Indexed: 05/30/2024]
Abstract
Japanese green tea, an essential beverage in Japanese culture, is characterized by the initial steaming of freshly harvested leaves during production. This process efficiently inactivates endogenous enzymes such as polyphenol oxidases, resulting in the production of sencha, gyokuro and matcha that preserves the vibrant green color of young leaves. Although genome sequences of several tea cultivars and germplasms have been published, no reference genome sequences are available for Japanese green tea cultivars. Here, we constructed a reference genome sequence of the cultivar 'Seimei', which is used to produce high-quality Japanese green tea. Using the PacBio HiFi and Hi-C technologies for chromosome-scale genome assembly, we obtained 15 chromosome sequences with a total genome size of 3.1 Gb and an N50 of 214.9 Mb. By analyzing the genomic diversity of 23 Japanese tea cultivars and lines, including the leading green tea cultivars 'Yabukita' and 'Saemidori', it was revealed that several candidate genes could be related to the characteristics of Japanese green tea. The reference genome of 'Seimei' and information on genomic diversity of Japanese green tea cultivars should provide crucial information for effective breeding of such cultivars in the future.
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Affiliation(s)
| | - Junichi Tanaka
- Institute of Crop Science, NARO, Tsukuba, 305-8518 Japan
| | - Kazuhiro Takayama
- Institute of Fruit Tree and Tea Science, NARO, Tsukuba, 305-8605 Japan
| | - Toshiyuki Wako
- Institute of Crop Science, NARO, Tsukuba, 305-8518 Japan
| | - Akiko Ogino
- Institute of Fruit Tree and Tea Science, NARO, Tsukuba, 305-8605 Japan
| | - Shuya Yamashita
- Institute of Fruit Tree and Tea Science, NARO, Tsukuba, 305-8605 Japan
| | - Fumiya Taniguchi
- Institute of Fruit Tree and Tea Science, NARO, Tsukuba, 305-8605 Japan
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89
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Liu Z, Yang B, Zhang T, Sun H, Mao L, Yang S, Dai X, Suo H, Zhang Z, Chen W, Chen H, Xu W, Dossa K, Zou X, Ou L. Full-length transcriptome sequencing of pepper fruit during development and construction of a transcript variation database. HORTICULTURE RESEARCH 2024; 11:uhae198. [PMID: 39257544 PMCID: PMC11387007 DOI: 10.1093/hr/uhae198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/22/2024] [Accepted: 07/08/2024] [Indexed: 09/12/2024]
Abstract
Chili pepper is an important spice and a model plant for fruit development studies. Large-scale omics information on chili pepper plant development continues to be gathered for understanding development as well as capsaicin biosynthesis. In this study, a full-spectrum transcriptome data of eight chili pepper tissues at five growth stages using the Oxford Nanopore long-read sequencing approach was generated. Of the 485 351 transcripts, 35 336 were recorded as reference transcripts (genes), while 450 015 were novel including coding, lnc, and other non-coding RNAs. These novel transcripts belonged to unknown/intergenic (347703), those retained introns (26336), and had multi-exons with at least one junction match (20333). In terms of alternative splicing, retained intron had the highest proportion (14795). The number of tissue-specific expressed transcripts ranged from 22 925 (stem) to 40 289 (flower). The expression changes during fruit and placenta development are discussed in detail. Integration of gene expression and capsaicin content quantification throughout the placental development clarifies that capsaicin biosynthesis in pepper is mainly derived from valine, leucin, and isoleucine degradation as well as citrate cycle and/or pyrimidine metabolism pathways. Most importantly, a user-friendly Pepper Full-Length Transcriptome Variation Database (PFTVD 1.0) (http://pepper-database.cn/) has been developed. PFTVD 1.0 provides transcriptomics and genomics information and allows users to analyse the data using various tools implemented. This work highlights the potential of long-read sequencing to discover novel genes and transcripts and their diversity in plant developmental biology.
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Affiliation(s)
- Zhoubin Liu
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Bozhi Yang
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
- Vegetable Institution of Hunan Academy of Agricultural Science, Changsha 410125, China
| | | | - Hao Sun
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Lianzhen Mao
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Sha Yang
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Xiongze Dai
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Huan Suo
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Zhuqing Zhang
- Vegetable Institution of Hunan Academy of Agricultural Science, Changsha 410125, China
| | - Wenchao Chen
- Vegetable Institution of Hunan Academy of Agricultural Science, Changsha 410125, China
| | - Hu Chen
- Wuhan Benagen Technology Co., Ltd., Wuhan 430075, China
| | - Wangjie Xu
- Wuhan Benagen Technology Co., Ltd., Wuhan 430075, China
| | - Komivi Dossa
- CIRAD, UMR AGAP Institut, 97170 Petit Bourg, Guadeloupe, France
| | - Xuexiao Zou
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
| | - Lijun Ou
- Engineering Research Center of Education, Ministry for Germplasm Innovation and Breeding New Varieties of Horticultural Crops, Key Laboratory for Vegetable Biology of Hunan Province, College of Horticulture, Hunan Agricultural University, Changsha 410125, China
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90
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Walt HK, Ahn SJ, Hoffmann FG. Horizontally transferred glycoside hydrolase 26 may aid hemipteran insects in plant tissue digestion. Mol Phylogenet Evol 2024; 198:108134. [PMID: 38901473 DOI: 10.1016/j.ympev.2024.108134] [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: 04/15/2024] [Revised: 05/28/2024] [Accepted: 06/15/2024] [Indexed: 06/22/2024]
Abstract
Glycoside hydrolases are enzymes that break down complex carbohydrates into simple sugars by catalyzing the hydrolysis of glycosidic bonds. There have been multiple instances of adaptive horizontal gene transfer of genes belonging to various glycoside hydrolase families from microbes to insects, as glycoside hydrolases can metabolize constituents of the carbohydrate-rich plant cell wall. In this study, we characterize the horizontal transfer of a gene from the glycoside hydrolase family 26 (GH26) from bacteria to insects of the order Hemiptera. Our phylogenies trace the horizontal gene transfer to the common ancestor of the superfamilies Pentatomoidea and Lygaeoidea, which include stink bugs and seed bugs. After horizontal transfer, the gene was assimilated into the insect genome as indicated by the gain of an intron, and a eukaryotic signal peptide. Subsequently, the gene has undergone independent losses and expansions in copy number in multiple lineages, suggesting an adaptive role of GH26s in some insects. Finally, we measured tissue-level gene expression of multiple stink bugs and the large milkweed bug using publicly available RNA-seq datasets. We found that the GH26 genes are highly expressed in tissues associated with plant digestion, especially in the principal salivary glands of the stink bugs. Our results are consistent with the hypothesis that this horizontally transferred GH26 was co-opted by the insect to aid in plant tissue digestion and that this HGT event was likely adaptive.
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Affiliation(s)
- Hunter K Walt
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Mississippi State, MS 39762, USA
| | - Seung-Joon Ahn
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Mississippi State, MS 39762, USA
| | - Federico G Hoffmann
- Department of Biochemistry, Molecular Biology, Entomology, and Plant Pathology, Mississippi State University, Mississippi State, MS 39762, USA; Institute for Genomics, Biotechnology and Biocomputing, Mississippi State University, Mississippi State, MS 39762, USA.
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91
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Cavalet-Giorsa E, González-Muñoz A, Athiyannan N, Holden S, Salhi A, Gardener C, Quiroz-Chávez J, Rustamova SM, Elkot AF, Patpour M, Rasheed A, Mao L, Lagudah ES, Periyannan SK, Sharon A, Himmelbach A, Reif JC, Knauft M, Mascher M, Stein N, Chayut N, Ghosh S, Perovic D, Putra A, Perera AB, Hu CY, Yu G, Ahmed HI, Laquai KD, Rivera LF, Chen R, Wang Y, Gao X, Liu S, Raupp WJ, Olson EL, Lee JY, Chhuneja P, Kaur S, Zhang P, Park RF, Ding Y, Liu DC, Li W, Nasyrova FY, Dvorak J, Abbasi M, Li M, Kumar N, Meyer WB, Boshoff WHP, Steffenson BJ, Matny O, Sharma PK, Tiwari VK, Grewal S, Pozniak CJ, Chawla HS, Ens J, Dunning LT, Kolmer JA, Lazo GR, Xu SS, Gu YQ, Xu X, Uauy C, Abrouk M, Bougouffa S, Brar GS, Wulff BBH, Krattinger SG. Origin and evolution of the bread wheat D genome. Nature 2024; 633:848-855. [PMID: 39143210 PMCID: PMC11424481 DOI: 10.1038/s41586-024-07808-z] [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: 11/15/2023] [Accepted: 07/10/2024] [Indexed: 08/16/2024]
Abstract
Bread wheat (Triticum aestivum) is a globally dominant crop and major source of calories and proteins for the human diet. Compared with its wild ancestors, modern bread wheat shows lower genetic diversity, caused by polyploidisation, domestication and breeding bottlenecks1,2. Wild wheat relatives represent genetic reservoirs, and harbour diversity and beneficial alleles that have not been incorporated into bread wheat. Here we establish and analyse extensive genome resources for Tausch's goatgrass (Aegilops tauschii), the donor of the bread wheat D genome. Our analysis of 46 Ae. tauschii genomes enabled us to clone a disease resistance gene and perform haplotype analysis across a complex disease resistance locus, allowing us to discern alleles from paralogous gene copies. We also reveal the complex genetic composition and history of the bread wheat D genome, which involves contributions from genetically and geographically discrete Ae. tauschii subpopulations. Together, our results reveal the complex history of the bread wheat D genome and demonstrate the potential of wild relatives in crop improvement.
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Affiliation(s)
- Emile Cavalet-Giorsa
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Andrea González-Muñoz
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Naveenkumar Athiyannan
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Samuel Holden
- Faculty of Land and Food Systems, The University of British Columbia (UBC), Vancouver, British Columbia, Canada
| | - Adil Salhi
- Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Catherine Gardener
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | | | - Samira M Rustamova
- Institute of Molecular Biology and Biotechnologies, Ministry of Science and Education of the Republic of Azerbaijan, Baku, Azerbaijan
| | - Ahmed Fawzy Elkot
- Wheat Research Department, Field Crops Research Institute, Agricultural Research Center (ARC), Giza, Egypt
| | - Mehran Patpour
- Department of Agroecology, Aarhus University, Slagelse, Denmark
| | - Awais Rasheed
- Department of Plant Sciences, Quaid-i-Azam University, Islamabad, Pakistan
- International Maize and Wheat Improvement Centre (CIMMYT), c/o CAAS, Beijing, China
| | - Long Mao
- State Key Laboratory of Crop Gene Resources and Breeding and National Key Facility for Crop Gene Resources and Genetic Improvement, Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Evans S Lagudah
- Commonwealth Scientific and Industrial Research Organization (CSIRO), Agriculture and Food, Canberra, New South Wales, Australia
| | - Sambasivam K Periyannan
- Commonwealth Scientific and Industrial Research Organization (CSIRO), Agriculture and Food, Canberra, New South Wales, Australia
- Centre for Crop Health School of Agriculture and Environmental Science, University of Southern Queensland, Toowoomba, Queensland, Australia
| | - Amir Sharon
- Institute for Cereal Crops Improvement, School of Plant Sciences and Food Security, Tel Aviv University, Tel Aviv, Israel
| | - Axel Himmelbach
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
| | - Jochen C Reif
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
| | - Manuela Knauft
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Leipzig, Germany
| | - Nils Stein
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Seeland, Germany
- Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - Noam Chayut
- John Innes Centre, Norwich Research Park, Norwich, UK
| | - Sreya Ghosh
- John Innes Centre, Norwich Research Park, Norwich, UK
| | - Dragan Perovic
- Julius Kuehn-Institute (JKI), Federal Research Centre for Cultivated Plants, Institute for Resistance Research and Stress Tolerance, Quedlinburg, Germany
| | - Alexander Putra
- Bioscience Core Lab, King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Ana B Perera
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Chia-Yi Hu
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Guotai Yu
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Hanin Ibrahim Ahmed
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- Centre d'anthropobiologie et de génomique de Toulouse (CAGT), Laboratoire d'Anthropobiologie et d'Imagerie de Synthèse, CNRS UMR 5288, Faculté de Médecine de Purpan, Toulouse, France
| | - Konstanze D Laquai
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Luis F Rivera
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Renjie Chen
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Yajun Wang
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Institute of Plant Physiology and Ecology, Chinese Academy of Sciences, Shanghai, China
| | - Xin Gao
- Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Sanzhen Liu
- Department of Plant Pathology, Kansas State University, Manhattan, KS, USA
| | - W John Raupp
- Department of Plant Pathology and Wheat Genetics Resource Center, Kansas State University, Manhattan, KS, USA
| | - Eric L Olson
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA
| | - Jong-Yeol Lee
- National Institute of Agricultural Sciences, Rural Development Administration, Jeonju, South Korea
| | - Parveen Chhuneja
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, India
| | - Satinder Kaur
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, India
| | - Peng Zhang
- Plant Breeding Institute, School of Life and Environmental Sciences, University of Sydney, Cobbitty, New South Wales, Australia
| | - Robert F Park
- Plant Breeding Institute, School of Life and Environmental Sciences, University of Sydney, Cobbitty, New South Wales, Australia
| | - Yi Ding
- Plant Breeding Institute, School of Life and Environmental Sciences, University of Sydney, Cobbitty, New South Wales, Australia
| | - Deng-Cai Liu
- Triticeae Research Institute, Sichuan Agricultural University, Chengdu, China
| | - Wanlong Li
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD, USA
| | - Firuza Y Nasyrova
- Institute of Botany, Plant Physiology and Genetics, Tajik National Academy of Sciences, Dushanbe, Tajikistan
| | - Jan Dvorak
- Department of Plant Sciences, University of California, Davis, CA, USA
| | - Mehrdad Abbasi
- Faculty of Land and Food Systems, The University of British Columbia (UBC), Vancouver, British Columbia, Canada
| | - Meng Li
- Faculty of Land and Food Systems, The University of British Columbia (UBC), Vancouver, British Columbia, Canada
| | - Naveen Kumar
- Faculty of Land and Food Systems, The University of British Columbia (UBC), Vancouver, British Columbia, Canada
| | - Wilku B Meyer
- Department of Plant Sciences, University of the Free State, Bloemfontein, South Africa
| | - Willem H P Boshoff
- Department of Plant Sciences, University of the Free State, Bloemfontein, South Africa
| | - Brian J Steffenson
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN, USA
| | - Oadi Matny
- Department of Plant Pathology, University of Minnesota, Saint Paul, MN, USA
| | - Parva K Sharma
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA
| | - Vijay K Tiwari
- Department of Plant Science and Landscape Architecture, University of Maryland, College Park, MD, USA
| | - Surbhi Grewal
- Nottingham Wheat Research Centre, School of Biosciences, University of Nottingham, Loughborough, UK
| | - Curtis J Pozniak
- University of Saskatchewan, Crop Development Centre, Agriculture Building, Saskatoon, Saskatchewan, Canada
| | - Harmeet Singh Chawla
- University of Saskatchewan, Crop Development Centre, Agriculture Building, Saskatoon, Saskatchewan, Canada
- Department of Plant Science, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Jennifer Ens
- University of Saskatchewan, Crop Development Centre, Agriculture Building, Saskatoon, Saskatchewan, Canada
| | - Luke T Dunning
- Ecology and Evolutionary Biology, School of Biosciences, University of Sheffield, Western Bank, Sheffield, UK
| | | | - Gerard R Lazo
- Crop Improvement and Genetics Research Unit, Western Regional Research Center, USDA-ARS, Albany, CA, USA
| | - Steven S Xu
- Crop Improvement and Genetics Research Unit, Western Regional Research Center, USDA-ARS, Albany, CA, USA
| | - Yong Q Gu
- Crop Improvement and Genetics Research Unit, Western Regional Research Center, USDA-ARS, Albany, CA, USA
| | - Xianyang Xu
- Peanut and Small Grains Research Unit, USDA-ARS, Stillwater, OK, USA
| | | | - Michael Abrouk
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Salim Bougouffa
- Computer, Electrical and Mathematical Sciences and Engineering Division (CEMSE), Computational Bioscience Research Center (CBRC), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia
| | - Gurcharn S Brar
- Faculty of Land and Food Systems, The University of British Columbia (UBC), Vancouver, British Columbia, Canada
- Faculty of Agricultural, Life and Environmental Sciences, University of Alberta, Edmonton, Canada
| | - Brande B H Wulff
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
| | - Simon G Krattinger
- Plant Science Program, Biological and Environmental Science and Engineering Division (BESE), King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia.
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Pogačar K, Grundner M, Žigon P, Coll A, Panevska A, Lukan T, Petek M, Razinger J, Gruden K, Sepčić K. Protein complexes from edible mushrooms as a sustainable potato protection against coleopteran pests. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:2518-2529. [PMID: 38733093 PMCID: PMC11331795 DOI: 10.1111/pbi.14365] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Revised: 04/08/2024] [Accepted: 04/14/2024] [Indexed: 05/13/2024]
Abstract
Protein complexes from edible oyster mushrooms (Pleurotus sp.) composed of pleurotolysin A2 (PlyA2) and pleurotolysin B (PlyB) exert toxicity in feeding tests against Colorado potato beetle (CPB) larvae, acting through the interaction with insect-specific membrane sphingolipid. Here we present a new strategy for crop protection, based on in planta production of PlyA2/PlyB protein complexes, and we exemplify this strategy in construction of transgenic potato plants of cv Désirée. The transgenics in which PlyA2 was directed to the vacuole and PlyB to the endoplasmic reticulum are effectively protected from infestation by CPB larvae without impacting plant performance. These transgenic plants showed a pronounced effect on larval feeding rate, the larvae feeding on transgenic plants being on average five to six folds lighter than larvae feeding on controls. Further, only a fraction (11%-37%) of the larvae that fed on transgenic potato plants completed their life cycle and developed into adult beetles. Moreover, gene expression analysis of CPB larvae exposed to PlyA2/PlyB complexes revealed the response indicative of a general stress status of larvae and no evidence of possibility of developing resistance due to the functional inactivation of PlyA2/PlyB sphingolipid receptors.
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Affiliation(s)
- Karmen Pogačar
- Department of Biotechnology and Systems BiologyNational Institute of BiologyLjubljanaSlovenia
- Jožef Stefan International Postgraduate SchoolLjubljanaSlovenia
| | - Maja Grundner
- Department of Biology, Biotechnical FacultyUniversity of LjubljanaLjubljanaSlovenia
| | - Primož Žigon
- Plant Protection DepartmentAgricultural Institute of SloveniaLjubljanaSlovenia
| | - Anna Coll
- Department of Biotechnology and Systems BiologyNational Institute of BiologyLjubljanaSlovenia
| | - Anastasija Panevska
- Department of Biology, Biotechnical FacultyUniversity of LjubljanaLjubljanaSlovenia
| | - Tjaša Lukan
- Department of Biotechnology and Systems BiologyNational Institute of BiologyLjubljanaSlovenia
| | - Marko Petek
- Department of Biotechnology and Systems BiologyNational Institute of BiologyLjubljanaSlovenia
| | - Jaka Razinger
- Plant Protection DepartmentAgricultural Institute of SloveniaLjubljanaSlovenia
| | - Kristina Gruden
- Department of Biotechnology and Systems BiologyNational Institute of BiologyLjubljanaSlovenia
| | - Kristina Sepčić
- Department of Biology, Biotechnical FacultyUniversity of LjubljanaLjubljanaSlovenia
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93
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Deane CS, Willis CRG, Gallagher IJ, Brook MS, Gharahdaghi N, Wylie LJ, Wilkinson DJ, Smith K, Atherton PJ, Etheridge T. Nicotinic acid improves mitochondrial function and associated transcriptional pathways in older inactive males. TRANSLATIONAL EXERCISE BIOMEDICINE 2024; 1:277-294. [PMID: 39703532 PMCID: PMC11653476 DOI: 10.1515/teb-2024-0030] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/02/2024] [Accepted: 10/30/2024] [Indexed: 12/21/2024]
Abstract
Objectives To examine the effect of the NAD+ precursor, nicotinic acid (NA), for improving skeletal muscle status in sedentary older people. Methods In a double-blind, randomised, placebo-controlled design, 18 sedentary yet otherwise healthy older (65-75 y) males were assigned to 2-weeks of NA (acipimox; 250 mg × 3 daily, n=8) or placebo (PLA, n=10) supplementation. At baseline, and after week 1 and week 2 of supplementation, a battery of functional, metabolic, and molecular readouts were measured. Results Resting and submaximal respiratory exchange ratio was lower (p<0.05) after 2 weeks in the NA group only, but maximal aerobic and anaerobic function and glucose handling were unchanged (p>0.05). Bayesian statistical modelling identified that leak, maximal coupled and maximal uncoupled mitochondrial respiratory states, increased over the 2-week supplemental period in the NA group (probability for a positive change (pd) 85.2, 90.8 and 95.9 %, respectively) but not in PLA. Citrate synthase and protein content of complex II (SDHB) and V (ATP5A) electron transport chain (ETC) components increased over the 2-week period in the NA group only (pd 95.1, 74.5 and 82.3 %, respectively). Mitochondrial and myofibrillar protein synthetic rates remained unchanged in both groups. NA intake altered the muscle transcriptome by increasing the expression of gene pathways related to cell adhesion/cytoskeleton organisation and inflammation/immunity and decreasing pathway expression of ETC and aerobic respiration processes. NAD+-specific pathways (e.g., de novo NAD+ biosynthetic processes) and genes (e.g., NADSYN1) were uniquely regulated by NA. Conclusions NA might be an effective strategy for improving ageing muscle mitochondrial health.
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Affiliation(s)
- Colleen S. Deane
- Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
- Human Development & Health, Faculty of Medicine, University of Southampton, Southampton General Hospital, Southampton, UK
| | - Craig R. G. Willis
- School of Chemistry and Biosciences, Faculty of Life Sciences, University of Bradford, Bradford, UK
| | - Iain J. Gallagher
- Centre for Biomedicine & Global Health, Edinburgh Napier University, Edinburgh, UK
| | - Matthew S. Brook
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research and National Institute for Health Research Nottingham Biomedical Research Centre, School of Medicine, University of Nottingham, Derby, UK
- School of Life Sciences, University of Nottingham, Nottingham, UK
| | - Nima Gharahdaghi
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research and National Institute for Health Research Nottingham Biomedical Research Centre, School of Medicine, University of Nottingham, Derby, UK
| | - Lee J. Wylie
- Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
| | - Daniel J. Wilkinson
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research and National Institute for Health Research Nottingham Biomedical Research Centre, School of Medicine, University of Nottingham, Derby, UK
| | - Kenneth Smith
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research and National Institute for Health Research Nottingham Biomedical Research Centre, School of Medicine, University of Nottingham, Derby, UK
| | - Philip J. Atherton
- MRC-Versus Arthritis Centre for Musculoskeletal Ageing Research and National Institute for Health Research Nottingham Biomedical Research Centre, School of Medicine, University of Nottingham, Derby, UK
| | - Timothy Etheridge
- Faculty of Health and Life Sciences, University of Exeter, Exeter, UK
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94
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Silva RG, Amaral PP, Franco GR, Góes-Neto A. Exploring the hidden hot world of long non-coding RNAs in thermophilic fungus using a robust computational pipeline. Sci Rep 2024; 14:19797. [PMID: 39187522 PMCID: PMC11347667 DOI: 10.1038/s41598-024-67975-x] [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: 12/27/2023] [Accepted: 07/18/2024] [Indexed: 08/28/2024] Open
Abstract
Long noncoding RNAs (lncRNAs) are versatile RNA molecules recently identified as key regulators of gene expression in response to environmental stress. Our primary focus in this study was to develop a robust computational pipeline for identifying structurally identical lncRNAs across replicates from publicly available bulk RNA-seq datasets. In order to demonstrate the effectiveness of the pipeline, we utilized the transcriptome of the thermophilic fungus Thermothelomyces thermophilus and assessed the expression pattern of lncRNAs in conjunction with Heat Shock Proteins (HSP), a well-known protein family critical for the cell's response to high temperatures. Our findings demonstrate that the identification of structurally identical transcripts among replicates in this thermophilic fungus ensures the reliability and accuracy of RNA studies, contributing to the validity of biological interpretations. Furthermore, the majority of lncRNAs exhibited a distinct expression pattern compared to HSPs. Our study contributes to advancing the understanding of the biological mechanisms comprising lncRNAs in thermophilic fungi.
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Affiliation(s)
- Roger G Silva
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | - Paulo P Amaral
- Institute of Education and Research, São Paulo, SP, Brazil
| | - Glória R Franco
- Department of Biochemistry and Immunology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil
| | - Aristóteles Góes-Neto
- Molecular and Computational Biology of Fungi Laboratory, Department of Microbiology, Institute of Biological Sciences, Federal University of Minas Gerais, Belo Horizonte, MG, Brazil.
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95
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Guo S, Zang H, Liu X, Jing X, Liu Z, Zhang W, Wang M, Zheng Y, Li Z, Qiu J, Chen D, Yan T, Guo R. Full-Length Transcriptome Construction and Systematic Characterization of Virulence Factor-Associated Isoforms in Vairimorpha ( Nosema) Ceranae. Genes (Basel) 2024; 15:1111. [PMID: 39336702 PMCID: PMC11431495 DOI: 10.3390/genes15091111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 08/15/2024] [Accepted: 08/20/2024] [Indexed: 09/30/2024] Open
Abstract
Vairimorpha (Nosema) ceranae is a single-cellular fungus that obligately infects the midgut epithelial cells of adult honeybees, causing bee microsporidiosis and jeopardizing bee health and production. This work aims to construct the full-length transcriptome of V. ceranae and conduct a relevant investigation using PacBio single-molecule real-time (SMRT) sequencing technology. Following PacBio SMRT sequencing, 41,950 circular consensus (CCS) were generated, and 25,068 full-length non-chimeric (FLNC) reads were then detected. After polishing, 4387 high-quality, full-length transcripts were gained. There are 778, 2083, 1202, 1559, 1457, 1232, 1702, and 3896 full-length transcripts that could be annotated to COG, GO, KEGG, KOG, Pfam, Swiss-Prot, eggNOG, and Nr databases, respectively. Additionally, 11 alternative splicing (AS) events occurred in 6 genes were identified, including 1 alternative 5' splice-site and 10 intron retention. The structures of 225 annotated genes in the V. ceranae reference genome were optimized, of which 29 genes were extended at both 5' UTR and 3' UTR, while 90 and 106 genes were, respectively, extended at the 5' UTR as well as 3' UTR. Furthermore, a total of 29 high-confidence lncRNAs were obtained, including 12 sense-lncRNAs, 10 lincRNAs, and 7 antisense-lncRNAs. Taken together, the high-quality, full-length transcriptome of V. ceranae was constructed and annotated, the structures of annotated genes in the V. ceranae reference genome were improved, and abundant new genes, transcripts, and lncRNAs were discovered. Findings from this current work offer a valuable resource and a crucial foundation for molecular and omics research on V. ceranae.
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Affiliation(s)
- Sijia Guo
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - He Zang
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute of Fujian Province, Fuzhou 350002, China
| | - Xiaoyu Liu
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Xin Jing
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Zhitan Liu
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Wende Zhang
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Mengyi Wang
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Yidi Zheng
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Zhengyuan Li
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
| | - Jianfeng Qiu
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute of Fujian Province, Fuzhou 350002, China
| | - Dafu Chen
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute of Fujian Province, Fuzhou 350002, China
| | - Tizhen Yan
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Institute of Reproduction and Genetics, Dongguan Maternal and Children Health Hospital, Dongguan 510110, China
| | - Rui Guo
- College of Bee Science and Biomedicine, Fujian Agriculture and Forestry University, Fuzhou 350002, China; (S.G.); (H.Z.); (X.L.); (X.J.); (Z.L.); (W.Z.); (M.W.); (Y.Z.); (Z.L.); (J.Q.); (D.C.)
- National & Local United Engineering Laboratory of Natural Biotoxin, Fuzhou 350002, China
- Apitherapy Research Institute of Fujian Province, Fuzhou 350002, China
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96
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Yu Z, Ai N, Xu X, Zhang P, Jin Z, Li X, Ma H. Exploring the Molecular Mechanism of Skeletal Muscle Development in Ningxiang Pig by Weighted Gene Co-Expression Network Analysis. Int J Mol Sci 2024; 25:9089. [PMID: 39201775 PMCID: PMC11354759 DOI: 10.3390/ijms25169089] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2024] [Revised: 08/18/2024] [Accepted: 08/20/2024] [Indexed: 09/03/2024] Open
Abstract
With the continuous improvement in living standards, people's demand for high-quality meat is increasing. Ningxiang pig has delicious meat of high nutritional value, and is loved by consumers. However, its slow growth and low meat yield seriously restrict its efficient utilization. Gene expression is the internal driving force of life activities, so in order to fundamentally improve its growth rate, it is key to explore the molecular mechanism of skeletal muscle development in Ningxiang pigs. In this paper, Ningxiang boars were selected in four growth stages (30 days: weaning period, 90 days: nursing period, 150 days: early fattening period, and 210 days: late fattening period), and the longissimus dorsi (LD) muscle was taken from three boars in each stage. The fatty acid content, amino acid content, muscle fiber diameter density and type of LD were detected by gas chromatography, acidolysis, hematoxylin eosin (HE) staining and immunofluorescence (IF) staining. After transcription sequencing, weighted gene co-expression network analysis (WGCNA) combined with the phenotype of the LD was used to explore the key genes and signaling pathways affecting muscle development. The results showed that 10 modules were identified by WGCNA, including 5 modules related to muscle development stage, module characteristics of muscle fiber density, 5 modules characteristic of muscle fiber diameter, and a module characteristic of palmitoleic acid (C16:1) and linoleic acid (C18:2n6C). Gene ontology (GO) enrichment analysis found that 52 transcripts relating to muscle development were enriched in these modules, including 44 known genes and 8 novel genes. The Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis showed that these genes were enriched in the auxin, estrogen and cyclic guanosine monophosphate-protein kinase G (cGMP-PKG) pathways. Twelve of these genes were transcription factors, there were interactions among 20 genes, and the interactions among 11 proteins in human, pig and mouse were stable. To sum up, through the integrated analysis of phenotype and transcriptome, this paper analyzed the key genes and possible regulatory networks of skeletal muscle development in Ningxiang pigs at various stages, to provide a reference for the in-depth study of skeletal muscle development.
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Affiliation(s)
| | | | | | | | | | | | - Haiming Ma
- College of Animal Science and Technology, Hunan Agricultural University, Changsha 410128, China; (Z.Y.); (N.A.); (X.X.); (P.Z.); (Z.J.); (X.L.)
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97
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Eleiwa A, Nadal J, Vilaprinyo E, Marin-Sanguino A, Sorribas A, Basallo O, Lucido A, Richart C, Pena RN, Ros-Freixedes R, Usie A, Alves R. Hybrid assembly and comparative genomics unveil insights into the evolution and biology of the red-legged partridge. Sci Rep 2024; 14:19531. [PMID: 39174643 PMCID: PMC11341709 DOI: 10.1038/s41598-024-70018-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 08/12/2024] [Indexed: 08/24/2024] Open
Abstract
The red-legged partridge Alectoris rufa plays a crucial role in the ecosystem of southwestern Europe, and understanding its genetics is vital for conservation and management. Here we sequence, assemble, and annotate a highly contiguous and nearly complete version of its genome. This assembly encompasses 96.9% of the avian genes flagged as essential in the BUSCO aves_odb10 dataset. Moreover, we pinpointed RNA and protein-coding genes, 95% of which had functional annotations. Notably, we observed significant chromosome rearrangements in comparison to quail (Coturnix japonica) and chicken (Gallus gallus). In addition, a comparative phylogenetic analysis of these genomes suggests that A. rufa and C. japonica diverged roughly 20 million years ago and that their common ancestor diverged from G. gallus 35 million years ago. Our assembly represents a significant advancement towards a complete reference genome for A. rufa, facilitating comparative avian genomics, and providing a valuable resource for future research and conservation efforts for the red-legged partridge.
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Affiliation(s)
| | | | - Ester Vilaprinyo
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Alberto Marin-Sanguino
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Albert Sorribas
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Oriol Basallo
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | - Abel Lucido
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain
- Universitat de Lleida (UdL), Lleida, Spain
| | | | - Ramona N Pena
- Universitat de Lleida (UdL), Lleida, Spain
- AGROTECNIO CERCA Center, Lleida, Spain
| | - Roger Ros-Freixedes
- Universitat de Lleida (UdL), Lleida, Spain
- AGROTECNIO CERCA Center, Lleida, Spain
| | - Anabel Usie
- Universitat de Lleida (UdL), Lleida, Spain
- Centro de Biotecnologia Agrícola e Agro-Alimentar do Alentejo (CEBAL)/Instituto Politécnico de Beja (IPBeja), Beja, Portugal
- MED-Instituto Mediterrâneo para a Agricultura, Ambiente e Desenvolvimento & CHANGE-Global Change and Sustainability Institute, Évora, Portugal
| | - Rui Alves
- Institut de Recerca Biomédica (IRBLleida), Lleida, Spain.
- Universitat de Lleida (UdL), Lleida, Spain.
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98
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Vega JM, Podio M, Orjuela J, Siena LA, Pessino SC, Combes MC, Mariac C, Albertini E, Pupilli F, Ortiz JPA, Leblanc O. Chromosome-scale genome assembly and annotation of Paspalum notatum Flüggé var. saurae. Sci Data 2024; 11:891. [PMID: 39152143 PMCID: PMC11329641 DOI: 10.1038/s41597-024-03731-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Accepted: 08/02/2024] [Indexed: 08/19/2024] Open
Abstract
Paspalum notatum Flüggé is an economically important subtropical fodder grass that is widely used in the Americas. Here, we report a new chromosome-scale genome assembly and annotation of a diploid biotype collected in the center of origin of the species. Using Oxford Nanopore long reads, we generated a 557.81 Mb genome assembly (N50 = 56.1 Mb) with high gene completeness (BUSCO = 98.73%). Genome annotation identified 320 Mb (57.86%) of repetitive elements and 45,074 gene models, of which 36,079 have a high level of confidence. Further characterisation included the identification of 59 miRNA precursors together with their putative targets. The present work provides a comprehensive genomic resource for P. notatum improvement and a reference frame for functional and evolutionary research within the genus.
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Grants
- PUE 22920160100043CO Consejo Nacional de Investigaciones Científicas y Técnicas (National Scientific and Technical Research Council)
- PIP 11220200101680CO Consejo Nacional de Investigaciones Científicas y Técnicas (National Scientific and Technical Research Council)
- PICT 2019 3414 Ministry of Science, Technology and Productive Innovation, Argentina | Agencia Nacional de Promoción Científica y Tecnológica (National Agency for Science and Technology, Argentina)
- PICT 2019-02153 Ministry of Science, Technology and Productive Innovation, Argentina | Agencia Nacional de Promoción Científica y Tecnológica (National Agency for Science and Technology, Argentina)
- PICT-2017-1956 Ministry of Science, Technology and Productive Innovation, Argentina | Agencia Nacional de Promoción Científica y Tecnológica (National Agency for Science and Technology, Argentina)
- PIP 80020190300021UR Universidad Nacional de Rosario (National University of Rosario)
- 101007438 EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions)
- 872417 EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Marie Skłodowska-Curie Actions (H2020 Excellent Science - Marie Skłodowska-Curie Actions)
- PRIN 2022Z4HLLJ Ministero dell'Istruzione, dell'Università e della Ricerca (Ministry of Education, University and Research)
- P2022KFJB5 Ministero dell'Istruzione, dell'Università e della Ricerca (Ministry of Education, University and Research)
- Ministero dell'Istruzione, dell'Università e della Ricerca (Ministry of Education, University and Research)
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Affiliation(s)
- Juan Manuel Vega
- Laboratorio de Biología Molecular, Instituto de Investigaciones en Ciencias Agrarias de Rosario (IICAR) CONICET-UNR, Facultad de Ciencias Agrarias, Campo Experimental Villarino, Universidad Nacional de Rosario, Zavalla (S2125ZAA), Santa Fe, Argentina
| | - Maricel Podio
- Laboratorio de Biología Molecular, Instituto de Investigaciones en Ciencias Agrarias de Rosario (IICAR) CONICET-UNR, Facultad de Ciencias Agrarias, Campo Experimental Villarino, Universidad Nacional de Rosario, Zavalla (S2125ZAA), Santa Fe, Argentina
| | - Julie Orjuela
- DIADE, Univ. Montpellier, CIRAD, IRD, Montpellier, France
| | - Lorena A Siena
- Laboratorio de Biología Molecular, Instituto de Investigaciones en Ciencias Agrarias de Rosario (IICAR) CONICET-UNR, Facultad de Ciencias Agrarias, Campo Experimental Villarino, Universidad Nacional de Rosario, Zavalla (S2125ZAA), Santa Fe, Argentina
| | - Silvina C Pessino
- Laboratorio de Biología Molecular, Instituto de Investigaciones en Ciencias Agrarias de Rosario (IICAR) CONICET-UNR, Facultad de Ciencias Agrarias, Campo Experimental Villarino, Universidad Nacional de Rosario, Zavalla (S2125ZAA), Santa Fe, Argentina
| | | | - Cedric Mariac
- DIADE, Univ. Montpellier, CIRAD, IRD, Montpellier, France
| | - Emidio Albertini
- Department of Agricultural, Food and Environmental Science, University of Perugia, 06121, Perugia, Italy
| | - Fulvio Pupilli
- Institute of Biosciences and Bioresources (IBBR), National Research Council (CNR), 06128, Perugia, Italy
| | - Juan Pablo A Ortiz
- Laboratorio de Biología Molecular, Instituto de Investigaciones en Ciencias Agrarias de Rosario (IICAR) CONICET-UNR, Facultad de Ciencias Agrarias, Campo Experimental Villarino, Universidad Nacional de Rosario, Zavalla (S2125ZAA), Santa Fe, Argentina.
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99
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Shands AC, Xu G, Belisle RJ, Seifbarghi S, Jackson N, Bombarely A, Cano LM, Manosalva PM. Genomic and transcriptomic analyses of Phytophthora cinnamomi reveal complex genome architecture, expansion of pathogenicity factors, and host-dependent gene expression profiles. Front Microbiol 2024; 15:1341803. [PMID: 39211322 PMCID: PMC11357935 DOI: 10.3389/fmicb.2024.1341803] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 07/24/2024] [Indexed: 09/04/2024] Open
Abstract
Phytophthora cinnamomi is a hemibiotrophic oomycete causing Phytophthora root rot in over 5,000 plant species, threatening natural ecosystems, forestry, and agriculture. Genomic studies of P. cinnamomi are limited compared to other Phytophthora spp. despite the importance of this destructive and highly invasive pathogen. The genome of two genetically and phenotypically distinct P. cinnamomi isolates collected from avocado orchards in California were sequenced using PacBio and Illumina sequencing. Genome sizes were estimated by flow cytometry and assembled de novo to 140-141 Mb genomes with 21,111-21,402 gene models. Genome analyses revealed that both isolates exhibited complex heterozygous genomes fitting the two-speed genome model. The more virulent isolate encodes a larger secretome and more RXLR effectors when compared to the less virulent isolate. Transcriptome analysis after P. cinnamomi infection in Arabidopsis thaliana, Nicotiana benthamiana, and Persea americana de Mill (avocado) showed that this pathogen deploys common gene repertoires in all hosts and host-specific subsets, especially among effectors. Overall, our results suggested that clonal P. cinnamomi isolates employ similar strategies as other Phytophthora spp. to increase phenotypic diversity (e.g., polyploidization, gene duplications, and a bipartite genome architecture) to cope with environmental changes. Our study also provides insights into common and host-specific P. cinnamomi infection strategies and may serve as a method for narrowing and selecting key candidate effectors for functional studies to determine their contributions to plant resistance or susceptibility.
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Affiliation(s)
- Aidan C. Shands
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Guangyuan Xu
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Rodger J. Belisle
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Shirin Seifbarghi
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Natasha Jackson
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
| | - Aureliano Bombarely
- Instituto de Biología Molecular y Celular de Plantas, Consejo Superior de Investigaciones Científicas-Universidad Politécnica de Valéncia, Valencia, Spain
| | - Liliana M. Cano
- Department of Plant Pathology, Indian River Research and Education Center (IRREC), Institute of Food and Agricultural Sciences (IFAS), University of Florida, Fort Pierce, FL, United States
| | - Patricia M. Manosalva
- Department of Microbiology and Plant Pathology, University of California, Riverside, Riverside, CA, United States
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100
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Vieira de Souza E, L Bookout A, Barnes CA, Miller B, Machado P, Basso LA, Bizarro CV, Saghatelian A. Rp3: Ribosome profiling-assisted proteogenomics improves coverage and confidence during microprotein discovery. Nat Commun 2024; 15:6839. [PMID: 39122697 PMCID: PMC11316118 DOI: 10.1038/s41467-024-50301-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Accepted: 07/08/2024] [Indexed: 08/12/2024] Open
Abstract
There has been a dramatic increase in the identification of non-canonical translation and a significant expansion of the protein-coding genome. Among the strategies used to identify unannotated small Open Reading Frames (smORFs) that encode microproteins, Ribosome profiling (Ribo-Seq) is the gold standard for the annotation of novel coding sequences by reporting on smORF translation. In Ribo-Seq, ribosome-protected footprints (RPFs) that map to multiple genomic sites are removed since they cannot be unambiguously assigned to a specific genomic location. Furthermore, RPFs necessarily result in short (25-34 nucleotides) reads, increasing the chance of multi-mapping alignments, such that smORFs residing in these regions cannot be identified by Ribo-Seq. Moreover, it has been challenging to identify protein evidence for Ribo-Seq. To solve this, we developed Rp3, a pipeline that integrates proteogenomics and Ribosome profiling to provide unambiguous evidence for a subset of microproteins missed by current Ribo-Seq pipelines. Here, we show that Rp3 maximizes proteomics detection and confidence of microprotein-encoding smORFs.
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Affiliation(s)
- Eduardo Vieira de Souza
- Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF) and Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
- Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul, 90616-900, Porto Alegre, Rio Grande do Sul, Brazil
- Clayton Foundation Laboratories for Peptide Biology, Salk Institute for Biological Studies, La Jolla, CA, USA
| | | | | | - Brendan Miller
- Clayton Foundation Laboratories for Peptide Biology, Salk Institute for Biological Studies, La Jolla, CA, USA
| | - Pablo Machado
- Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF) and Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
- Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul, 90616-900, Porto Alegre, Rio Grande do Sul, Brazil
| | - Luiz A Basso
- Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF) and Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil
- Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul, 90616-900, Porto Alegre, Rio Grande do Sul, Brazil
| | - Cristiano V Bizarro
- Centro de Pesquisas em Biologia Molecular e Funcional (CPBMF) and Instituto Nacional de Ciência e Tecnologia em Tuberculose (INCT-TB), Pontifícia Universidade Católica do Rio Grande do Sul (PUCRS), Porto Alegre, Brazil.
- Programa de Pós-Graduação em Biologia Celular e Molecular, Pontifícia Universidade Católica do Rio Grande do Sul, 90616-900, Porto Alegre, Rio Grande do Sul, Brazil.
| | - Alan Saghatelian
- Clayton Foundation Laboratories for Peptide Biology, Salk Institute for Biological Studies, La Jolla, CA, USA.
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