715 results on '"Allele-specific expression"'
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2. Mechanism of formation of hybrid abalone(Haliotis discus hannai and H. fulgens) heterosis on growth trait based on allele-specific expression analysis
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Sui, Ling, Lin, Xu, Zhang, Jiexin, Cai, Mingyi, Wang, Yilei, and Zhang, Ziping
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- 2025
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3. Integration of transcriptome and DNA methylome analysis reveals the molecular mechanism of taproot yield heterosis in radish
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Zhang, Xiaoli, Xu, Liang, Wang, Yan, Zhang, Wei, Zhang, Xinyu, Dong, Junhui, Ying, Jiali, Wang, Lun, Ma, Yinbo, and Liu, Liwang
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- 2023
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4. Haplotype‐resolved genome of a heterozygous wild peach reveals the PdaWRKY4‐PdaCYP716A1 module mediates resistance to aphids by regulating betulin biosynthesis.
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Wang, Jun‐Xiu, Li, Yong, Wang, Xin‐Wei, Cao, Ke, Chen, Chang‐Wen, Wu, Jin‐Long, Fang, Wei‐Chao, Zhu, Geng‐Rui, Chen, Xue‐Jia, Guo, Dan‐Dan, Wang, Jiao, Zhao, Ya‐Lin, Fan, Jia‐Qi, Liu, Su‐Ning, Li, Wen‐Qing, Bie, Hang‐Ling, Xu, Qiang, and Wang, Li‐Rong
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LOCUS (Genetics) , *GERMPLASM , *HAPLOTYPES , *DOMINANCE (Genetics) , *PHENOTYPES , *ALMOND - Abstract
Wild species of domesticated crops provide valuable genetic resources for resistance breeding. Prunus davidiana, a wild relative of peach with high heterozygosity and diverse stress tolerance, exhibits high resistance against aphids. However, the highly heterozygous genome of P. davidiana makes determining the underlying factors influencing resistance traits challenging. Here, we present the 501.7 Mb haplotype‐resolved genome assembly of P. davidiana. Genomic comparisons of the two haplotypes revealed 18,152 structural variations, 2,699 Pda_hap1‐specific and 2,702 Pda_hap2‐specific genes, and 1,118 allele‐specific expressed genes. Genome composition indicated 4.1% of the P. davidiana genome was non‐peach origin, out of which 94.5% was derived from almond. Based on the haplotype genome, the aphid resistance quantitative trait locus (QTL) was mapped at the end of Pda03. From the aphid resistance QTL, PdaWRKY4 was identified as the major dominant gene, with a 9‐bp deletion in its promoter of the resistant phenotype. Specifically, PdaWRKY4 regulates aphid resistance by promoting PdaCYP716A1‐mediated anti‐aphid metabolite betulin biosynthesis. Moreover, we employed a genome design to develop a breeding workflow for rapidly and precisely producing aphid‐resistant peaches. In conclusion, this study identifies a novel aphid resistance gene and provides insights into genome design for the development of resistant fruit cultivars. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Imprinting as Basis for Complex Evolutionary Novelties in Eutherians.
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Schuff, Maximillian, Strong, Amanda D., Welborn, Lyvia K., and Ziermann-Canabarro, Janine M.
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GENOMIC imprinting , *GENE expression , *GENETIC regulation , *HAPLOIDY , *EPIGENETICS - Abstract
Simple Summary: Imprinting is an epigenetic phenomenon that results in the parental-specific expression of genes. This mechanism is important for the proper development of the placenta and the brain, and influences the physiology of individuals. Any changes in gene dosage and imprinting can lead to developmental defects. While many theories address some aspects of the evolution of imprinting, none of them addresses all of them. Furthermore, imprinting is not simply the silencing of an allele, but it is a very complex mechanism that is highly regulated via several mechanisms, as, for example, methylation, acetylation, or phosphorylation. Here, we review several theories of imprinting evolution, types of imprinting regulation, and effects of imprinting. The epigenetic phenomenon of genomic imprinting is puzzling. While epigenetic modifications in general are widely known in most species, genomic imprinting in the animal kingdom is restricted to autosomes of therian mammals, mainly eutherians, and to a lesser extent in marsupials. Imprinting causes monoallelic gene expression. It represents functional haploidy of certain alleles while bearing the evolutionary cost of diploidization, which is the need of a complex cellular architecture and the danger of producing aneuploid cells by mitotic and meiotic errors. The parent-of-origin gene expression has stressed many theories. Most prominent theories, such as the kinship (parental conflict) hypothesis for maternally versus paternally derived alleles, explain only partial aspects of imprinting. The implementation of single-cell transcriptome analyses and epigenetic research allowed detailed study of monoallelic expression in a spatial and temporal manner and demonstrated a broader but much more complex and differentiated picture of imprinting. In this review, we summarize all these aspects but argue that imprinting is a functional haploidy that not only allows a better gene dosage control of critical genes but also increased cellular diversity and plasticity. Furthermore, we propose that only the occurrence of allele-specific gene regulation mechanisms allows the appearance of evolutionary novelties such as the placenta and the evolutionary expansion of the eutherian brain. [ABSTRACT FROM AUTHOR]
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- 2024
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6. Genome‐wide chromatin accessibility reveals transcriptional regulation of heterosis in inter‐subspecific hybrid rice.
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Wang, Fei, Xi, Zengde, Wang, Mengyao, Wang, Linyou, and Wang, Jianbo
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GENE expression , *REGULATOR genes , *DNA methylation , *GENETIC transcription regulation , *TRANSCRIPTION factors , *HYBRID rice - Abstract
SUMMARY: The utilization of rice heterosis is essential for ensuring global food security; however, its molecular mechanism remains unclear. In this study, comprehensive analyses of accessible chromatin regions (ACRs), DNA methylation, and gene expression in inter‐subspecific hybrid and its parents were performed to determine the potential role of chromatin accessibility in rice heterosis. The hybrid exhibited abundant ACRs, in which the gene ACRs and proximal ACRs were directly related to transcriptional activation rather than the distal ACRs. Regarding the dynamic accessibility contribution of the parents, paternal ZHF1015 transmitted a greater number of ACRs to the hybrid. Accessible genotype‐specific target genes were enriched with overrepresented transcription factors, indicating a unique regulatory network of genes in the hybrid. Compared with its parents, the differentially accessible chromatin regions with upregulated chromatin accessibility were much greater than those with downregulated chromatin accessibility, reflecting a stronger regulation in the hybrid. Furthermore, DNA methylation levels were negatively correlated with ACR intensity, and genes were strongly affected by CHH methylation in the hybrid. Chromatin accessibility positively regulated the overall expression level of each genotype. ACR‐related genes with maternal Z04A‐bias allele‐specific expression tended to be enriched during carotenoid biosynthesis, whereas paternal ZHF1015‐bias genes were more active in carbohydrate metabolism. Our findings provide a new perspective on the mechanism of heterosis based on chromatin accessibility in inter‐subspecific hybrid rice. Significance Statement: The utilization of rice heterosis is an essential avenue to overcome the yield bottleneck; however, the underlying molecular mechanism remains unclear. We characterized the more actively accessible chromatin state in the inter‐subspecific hybrid compared to that in its parents, revealing the regulation of chromatin accessibility and DNA methylation. This study offers a novel perspective on ACR as an embodiment of the regulation of hybrid rice. [ABSTRACT FROM AUTHOR]
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- 2024
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7. Convergent evolution of allele-specific gene expression that leads to non-small cell lung cancer in different human populations.
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Hou, Qiuyu, Shang, Lifeng, Chen, Xu, Luo, Qiang, Wei, Liang, and Zhang, Chence
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Phenotypical innovations during evolution are caused by novel mutations, which are usually heterozygous at the beginning. The gene expressions on two alleles of these mutation sites are not necessarily identical, leading to flexible allele-specific regulation in cell systems. We retrieve the transcriptome data of normal and non-small cell lung cancer (NSCLC) tissues from 47 African Americans (AA) and 50 European Americans (EA). We analyze the differentially expressed genes (DEGs) in NSCLC as well as the tumor-specific mutations. Expression and mutation profiles show convergent evolution in AA and EA populations. The tumor-specific mutations are poorly overlapped, but many of them are located in the same genes, mainly oncogenes and tumor suppressor genes. The DEGs in tumors are majorly caused by the mutated alleles rather than normal alleles. The relative expressions of mutated alleles are highly correlated between AA and EA. The differential expression in NSCLC is predominantly mediated by the mutated alleles on heterozygous sites. This molecular mechanism underlying NSCLC oncogenesis is conserved across different human populations, exhibiting convergent evolution. We present this novel angle that differential expression analysis should be performed separately for different alleles. Our ideas should greatly benefit the cancer community. [ABSTRACT FROM AUTHOR]
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- 2024
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8. Dynamic patterns of gene expressional and regulatory variations in cotton heterosis.
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Chujun Huang, Yu Cheng, Yan Hu, Lei Fang, Zhanfeng Si, Jinwen Chen, Yiwen Cao, Xueying Guan, and Tianzhen Zhang
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GENE expression ,GENE regulatory networks ,REGULATOR genes ,CROP yields ,COTTON ,HETEROSIS - Abstract
Purpose: Although the application of heterosis has significantly increased crop yield over the past century, the mechanisms underlying this phenomenon still remain obscure. Here, we applied transcriptome sequencing to unravel the impacts of parental expression differences and transcriptomic reprogramming in cotton heterosis. Methods: A high-quality transcriptomic atlas covering 15 developmental stages and tissues was constructed for XZM2, an elite hybrid of upland cotton (Gossypium hirsutum L.), and its parental lines, CRI12 and J8891. This atlas allowed us to identify gene expression differences between the parents and to characterize the transcriptomic reprogramming that occurs in the hybrid. Results: Our analysis revealed abundant gene expression differences between the parents, with pronounced tissue specificity; a total of 1,112 genes exhibited single-parent expression in at least one tissue. It also illuminated transcriptomic reprogramming in the hybrid XZM2, which included both additive and nonadditive expression patterns. Coexpression networks between parents and hybrid constructed via weighted gene coexpression network analysis identified modules closely associated with fiber development. In particular, key regulatory hub genes involved in fiber development showed high-parent dominant or over dominant patterns in the hybrid, potentially driving the emergence of heterosis. Finally, high-depth resequencing data was generated and allele-specific expression patterns examined in the hybrid, enabling the dissection of cis- and transregulation contributions to the observed expression differences. Conclusion: Parental transcriptional differences and transcriptomic reprogramming in the hybrid, especially the non-additive upregulation of key genes, play an important role in shaping heterosis. Collectively, these findings provide new insights into the molecular basis of heterosis in cotton. [ABSTRACT FROM AUTHOR]
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- 2024
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9. Ornaments for efficient allele-specific expression estimation with bias correction.
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Adduri, Abhinav and Kim, Seyoung
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Allele-specific expression plays a crucial role in unraveling various biological mechanisms, including genomic imprinting and gene expression controlled by cis -regulatory variants. However, existing methods for quantification from RNA-sequencing (RNA-seq) reads do not adequately and efficiently remove various allele-specific read mapping biases, such as reference bias arising from reads containing the alternative allele that do not map to the reference transcriptome or ambiguous mapping bias caused by reads containing the reference allele that map differently from reads containing the alternative allele. We present Ornaments, a computational tool for rapid and accurate estimation of allele-specific transcript expression at unphased heterozygous loci from RNA-seq reads while correcting for allele-specific read mapping biases. Ornaments removes reference bias by mapping reads to a personalized transcriptome and ambiguous mapping bias by probabilistically assigning reads to multiple transcripts and variant loci they map to. Ornaments is a lightweight extension of kallisto, a popular tool for fast RNA-seq quantification, that improves the efficiency and accuracy of WASP, a popular tool for bias correction in allele-specific read mapping. In experiments with simulated and human lymphoblastoid cell-line RNA-seq reads with the genomes of the 1000 Genomes Project, we demonstrate that Ornaments improves the accuracy of WASP and kallisto, is nearly as efficient as kallisto, and is an order of magnitude faster than WASP per sample, with the additional cost of constructing a personalized index for multiple samples. Additionally, we show that Ornaments finds imprinted transcripts with higher sensitivity than WASP, which detects imprinted signals only at gene level. [Display omitted] Allele-specific expression is essential for understanding gene regulation in diploid organisms. However, its estimation from RNA-seq is challenging due to allele-specific read mapping bias and computational cost. Here, we introduce Ornaments, a tool that corrects for the bias with high efficiency to estimate expression at heterozygous SNP and indel loci. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Differential Expression Analyses on Human Aortic Tissue Reveal Novel Genes and Pathways Associated With Abdominal Aortic Aneurysm Onset and Progression
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Gerard Temprano‐Sagrera, Olga Peypoch, Begoña Soto, Jaume Dilmé, Laura Calsina Juscafresa, David Davtian, Mireia de la Rosa Estadella, Lluís Nieto, Andrew Brown, José Román Escudero, Ana Viñuela, Mercedes Camacho, and Maria Sabater‐Lleal
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abdominal aortic aneurysm ,allele‐specific expression ,alternative splicing ,differential expression ,transcriptomics ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Background Abdominal aortic aneurysms (AAAs) are focal dilatations of the abdominal aorta that expand progressively, increasing their risk of rupture. Rupture of an AAA is associated with high mortality rates, but the mechanisms underlying the initiation, expansion, and rupture of AAAs are not yet fully understood. We aimed to characterize the pathophysiology of AAAs and identify new genes associated with AAA initiation and progression. Methods and Results This study used RNA sequencing data on 140 samples, becoming the largest RNA sequencing data set for differential expression studies of AAAs. We performed differential expression analyses and analyses of differential splicing between dilated and nondilated aortic tissue samples, and between AAAs of different diameters. We identified 3002 differentially expressed genes between AAAs and controls that were independent of ischemic time, 1425 of which were new. Additionally, 8 genes (EXTL3, ZFR, DUSP8, DISP1, USP33, VPS37C, ZNF784, RFX1) were differentially expressed between AAAs of varying diameters and between AAAs and control samples. Finally, 7 genes (SPP1, FHL1, GNAS, MORF4L2, HMGN1, ARL1, RNASE4) with differential splicing patterns were also differentially expressed genes between AAAs and controls, suggesting that splicing differences in these genes may contribute to the observed expression changes and disease development. Conclusions This study identifies new genes and splicing patterns associated with AAAs and validates previous relevant pathways on AAAs. These findings contribute to the understanding of the complex mechanisms underlying AAAs and may provide potential targets to limit AAA progression and mortality risk.
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- 2024
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11. Detection of allele-specific expression in spatial transcriptomics with spASE
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Luli S. Zou, Dylan M. Cable, Irving A. Barrera-Lopez, Tongtong Zhao, Evan Murray, Martin J. Aryee, Fei Chen, and Rafael A. Irizarry
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Spatial transcriptomics ,Allele-specific expression ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Spatial transcriptomics technologies permit the study of the spatial distribution of RNA at near-single-cell resolution genome-wide. However, the feasibility of studying spatial allele-specific expression (ASE) from these data remains uncharacterized. Here, we introduce spASE, a computational framework for detecting and estimating spatial ASE. To tackle the challenges presented by cell type mixtures and a low signal to noise ratio, we implement a hierarchical model involving additive mixtures of spatial smoothing splines. We apply our method to allele-resolved Visium and Slide-seq from the mouse cerebellum and hippocampus and report new insight into the landscape of spatial and cell type-specific ASE therein.
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- 2024
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12. Natural variations of heterosis-related allele-specific expression genes in promoter regions lead to allele-specific expression in maize
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Weimin Zhan, Lianhua Cui, Shuling Yang, Kangni Zhang, Yanpei Zhang, and Jianping Yang
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Maize ,Heterosis ,Allele-specific expression ,Promoter variation ,Domestication ,Biotechnology ,TP248.13-248.65 ,Genetics ,QH426-470 - Abstract
Abstract Background Heterosis has successfully enhanced maize productivity and quality. Although significant progress has been made in delineating the genetic basis of heterosis, the molecular mechanisms underlying its genetic components remain less explored. Allele-specific expression (ASE), the imbalanced expression between two parental alleles in hybrids, is increasingly being recognized as a factor contributing to heterosis. ASE is a complex process regulated by both epigenetic and genetic variations in response to developmental and environmental conditions. Results In this study, we explored the differential characteristics of ASE by analyzing the transcriptome data of two maize hybrids and their parents under four light conditions. On the basis of allele expression patterns in different hybrids under various conditions, ASE genes were divided into three categories: bias-consistent genes involved in basal metabolic processes in a functionally complementary manner, bias-reversal genes adapting to the light environment, and bias-specific genes maintaining cell homeostasis. We observed that 758 ASE genes (ASEGs) were significantly overlapped with heterosis quantitative trait loci (QTLs), and high-frequency variations in the promoter regions of heterosis-related ASEGs were identified between parents. In addition, 10 heterosis-related ASEGs participating in yield heterosis were selected during domestication. Conclusions The comprehensive analysis of ASEGs offers a distinctive perspective on how light quality influences gene expression patterns and gene-environment interactions, with implications for the identification of heterosis-related ASEGs to enhance maize yield.
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- 2024
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13. X-chromosome inactivation in human iPSCs provides insight into X-regulated gene expression in autosomes
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Hande Topa, Clara Benoit-Pilven, Taru Tukiainen, and Olli Pietiläinen
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X chromosome inactivation ,hiPSC ,Sex differences ,RNA-seq ,Allele-specific expression ,XIST-bound autosomal genes ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Background Variation in X chromosome inactivation (XCI) in human-induced pluripotent stem cells (hiPSCs) can impact their ability to model biological sex biases. The gene-wise landscape of X chromosome gene dosage remains unresolved in female hiPSCs. To characterize patterns of de-repression and escape from inactivation, we performed a systematic survey of allele specific expression in 165 female hiPSC lines. Results XCI erosion is non-random and primarily affects genes that escape XCI in human tissues. Individual genes and cell lines vary in the frequency and degree of de-repression. Bi-allelic expression increases gradually after modest decrease of XIST in cultures, whose loss is commonly used to mark lines with eroded XCI. We identify three clusters of female lines at different stages of XCI. Increased XCI erosion amplifies female-biased expression at hypomethylated sites and regions normally occupied by repressive histone marks, lowering male-biased differences in the X chromosome. In autosomes, erosion modifies sex differences in a dose-dependent way. Male-biased genes are enriched for hypermethylated regions, and de-repression of XIST-bound autosomal genes in female lines attenuates normal male-biased gene expression in eroded lines. XCI erosion can compensate for a dominant loss of function effect in several disease genes. Conclusions We present a comprehensive view of X chromosome gene dosage in hiPSCs and implicate a direct mechanism for XCI erosion in regulating autosomal gene expression in trans. The uncommon and variable reactivation of X chromosome genes in female hiPSCs can provide insight into X chromosome’s role in regulating gene expression and sex differences in humans.
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- 2024
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14. The prolactin receptor: A cross‐species comparison of gene structure, transcriptional regulation, tissue‐specificity, and genetic variation.
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Banks, Carmen M., Trott, Josephine F., and Hovey, Russell C.
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GENETIC variation , *GENETIC transcription regulation , *GENE expression , *PROLACTIN , *PHENOTYPES , *HOST specificity (Biology) - Abstract
The conserved and multifaceted functions of prolactin (PRL) are coordinated through varied distribution and expression of its cell‐surface receptor (PRLR) across a range of tissues and physiological states. The resultant heterogeneous expression of PRLR mRNA and protein across different organs and cell types supports a wide range of PRL‐regulated processes including reproduction, lactation, development, and homeostasis. Genetic variation within the PRLR gene also accounts for several phenotypes impacting agricultural production and human pathology. The goal of this review is to highlight the many elements that control differential expression of the PRLR across tissues, and the various phenotypes that exist across species due to variation in the PRLR gene. [ABSTRACT FROM AUTHOR]
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- 2024
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15. Natural variations of heterosis-related allele-specific expression genes in promoter regions lead to allele-specific expression in maize.
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Zhan, Weimin, Cui, Lianhua, Yang, Shuling, Zhang, Kangni, Zhang, Yanpei, and Yang, Jianping
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GENE expression ,PROMOTERS (Genetics) ,LOCUS (Genetics) ,GENOTYPE-environment interaction ,GENETIC variation ,CORN - Abstract
Background: Heterosis has successfully enhanced maize productivity and quality. Although significant progress has been made in delineating the genetic basis of heterosis, the molecular mechanisms underlying its genetic components remain less explored. Allele-specific expression (ASE), the imbalanced expression between two parental alleles in hybrids, is increasingly being recognized as a factor contributing to heterosis. ASE is a complex process regulated by both epigenetic and genetic variations in response to developmental and environmental conditions. Results: In this study, we explored the differential characteristics of ASE by analyzing the transcriptome data of two maize hybrids and their parents under four light conditions. On the basis of allele expression patterns in different hybrids under various conditions, ASE genes were divided into three categories: bias-consistent genes involved in basal metabolic processes in a functionally complementary manner, bias-reversal genes adapting to the light environment, and bias-specific genes maintaining cell homeostasis. We observed that 758 ASE genes (ASEGs) were significantly overlapped with heterosis quantitative trait loci (QTLs), and high-frequency variations in the promoter regions of heterosis-related ASEGs were identified between parents. In addition, 10 heterosis-related ASEGs participating in yield heterosis were selected during domestication. Conclusions: The comprehensive analysis of ASEGs offers a distinctive perspective on how light quality influences gene expression patterns and gene-environment interactions, with implications for the identification of heterosis-related ASEGs to enhance maize yield. [ABSTRACT FROM AUTHOR]
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- 2024
- Full Text
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16. Transposable elements and gene expression variation in the intraspecific hybrids of Capsella rubella.
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Chen, Jia‐Fu, Xu, Yong‐Chao, Jiang, Juan, Niu, Xiao‐Min, Hou, Xing‐Hui, Zhang, Zhi‐Qin, and Guo, Ya‐Long
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GENE expression , *GENETIC regulation , *RUBELLA - Abstract
Transposable elements (TEs) are prevalent components of diverse genomes, and play an important role on the genomic stability and expression regulation of their adjacent genes. It is interesting to know the variation of TE expression and the effects of the presence/absence of TEs on gene expression after hybridization. Here we assessed the expression variation of TEs and the impacts of TEs on expression of nearby genes after hybridization based on comparisons of three pairs of reciprocal F1 hybrids and four parents in Capsella rubella. Of the 480 TE families expressed in all the four parents and six F1 hybrids, 7–23 (1.5%–4.2%) TE families were significantly differentially expressed between in silico and real F1 hybrids, indicating the expression levels of these TE families were affected during hybridization. In particular, there was a Copia TE superfamily and a non‐long terminal repeat (non‐LTR) TE differentially expressed between the reciprocal F1 hybrids of 879 and 86IT1, indicating maternal effects may have impacts on expression of TEs in these F1 hybrids. Besides the impacts on the expression of TE families of the hybridization, genes adjacent to polymorphic TEs tended to show a higher proportion (24.83%) of allele‐specific expression (ASE) in F1 hybrids. Overall, our results highlight the impacts of hybridization on the expression level variation of TEs, and the effects of TEs on ASE after hybridization. [ABSTRACT FROM AUTHOR]
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- 2024
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17. Naturally Occurring Disruptive Genetic Variants Affect Expression of Populus trichocarpa Secondary Cell Wall Deposition Genes and Associated Wood Traits
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Piot, Anthony, El-Kassaby, Yousry A., Porth, Ilga, Kole, Chittaranjan, Series Editor, Porth, Ilga, editor, Klápště, Jaroslav, editor, and McKown, Athena, editor
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- 2024
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18. Allele-specific Expression Reveals Multiple Paths to Highland Adaptation in Maize
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Hu, Haixiao, Crow, Taylor, Nojoomi, Saghi, Schulz, Aimee J, Estévez-Palmas, Juan M, Hufford, Matthew B, Flint-Garcia, Sherry, Sawers, Ruairidh, Rellán-Álvarez, Rubén, Ross-Ibarra, Jeffrey, and Runcie, Daniel E
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Genetics ,Zea mays ,Alleles ,Adaptation ,Physiological ,Genetics ,Population ,Acclimatization ,highland adaptation ,allele-specific expression ,convergent evolution ,flowering time ,maize ,Biochemistry and Cell Biology ,Evolutionary Biology - Abstract
Maize is a staple food of smallholder farmers living in highland regions up to 4,000 m above sea level worldwide. Mexican and South American highlands are two major highland maize growing regions, and population genetic data suggest the maize's adaptation to these regions occurred largely independently, providing a case study for convergent evolution. To better understand the mechanistic basis of highland adaptation, we crossed maize landraces from 108 highland and lowland sites of Mexico and South America with the inbred line B73 to produce F1 hybrids and grew them in both highland and lowland sites in Mexico. We identified thousands of genes with divergent expression between highland and lowland populations. Hundreds of these genes show patterns of convergent evolution between Mexico and South America. To dissect the genetic architecture of the divergent gene expression, we developed a novel allele-specific expression analysis pipeline to detect genes with divergent functional cis-regulatory variation between highland and lowland populations. We identified hundreds of genes with divergent cis-regulation between highland and lowland landrace alleles, with 20 in common between regions, further suggesting convergence in the genes underlying highland adaptation. Further analyses suggest multiple mechanisms contribute to this convergence in gene regulation. Although the vast majority of evolutionary changes associated with highland adaptation were region specific, our findings highlight an important role for convergence at the gene expression and gene regulation levels as well.
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- 2022
19. Machine learning on alignment features for parent-of-origin classification of simulated hybrid RNA-seq
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Jason R. Miller and Donald A. Adjeroh
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Machine learning ,RNA-seq ,Allele-specific expression ,Sequence alignment ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Background Parent-of-origin allele-specific gene expression (ASE) can be detected in interspecies hybrids by virtue of RNA sequence variants between the parental haplotypes. ASE is detectable by differential expression analysis (DEA) applied to the counts of RNA-seq read pairs aligned to parental references, but aligners do not always choose the correct parental reference. Results We used public data for species that are known to hybridize. We measured our ability to assign RNA-seq read pairs to their proper transcriptome or genome references. We tested software packages that assign each read pair to a reference position and found that they often favored the incorrect species reference. To address this problem, we introduce a post process that extracts alignment features and trains a random forest classifier to choose the better alignment. On each simulated hybrid dataset tested, our machine-learning post-processor achieved higher accuracy than the aligner by itself at choosing the correct parent-of-origin per RNA-seq read pair. Conclusions For the parent-of-origin classification of RNA-seq, machine learning can improve the accuracy of alignment-based methods. This approach could be useful for enhancing ASE detection in interspecies hybrids, though RNA-seq from real hybrids may present challenges not captured by our simulations. We believe this is the first application of machine learning to this problem domain.
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- 2024
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20. The influence of the pollination compatibility type on the pistil S-RNase expression in European pear (Pyrus communis).
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Claessen, Hanne, Palmers, Han, Keulemans, Wannes, Van de Poel, Bram, and De Storme, Nico
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COMMON pear ,GENE expression ,POLLINATION ,POLLEN tube ,POLLINATORS ,APOPTOSIS ,CYTOTOXINS - Abstract
The S-RNase gene plays an essential role in the gametophytic self-incompatibility (GSI) system of Pyrus. It codes for the stylar-expressed S-RNase protein which inhibits the growth of incompatible pollen tubes through cytotoxicity and the induction of programmed cell death in the pollen tube. While research on the Pyrus GSI system has primarily focused on the S-RNase gene, there is still a lack of insight into its spatiotemporal expression profile and the factors that regulate it. Previous studies have suggested that S-RNase expression in the style is influenced by pollination and is dependent on the compatibility type. We here continue on this basic hypothesis by analyzing the spatiotemporal expression of the S-RNase alleles in Pyrus communis "Conference" styles in response to different types of pollination; namely, upon full- and semi-compatible pollination and upon incompatible selfing. The results revealed that temporal dynamics of S-RNase expression are influenced by the pollen's compatibility type, indicating the presence of a signaling mechanism between pollen and style to control S-RNase production during pollen tube growth. In our experiment, S-RNase expression continuously decreased after cross-pollination and in the unpollinated control. However, after a fully incompatible pollination, S-RNase expression remained constant. Finally, semi-compatible pollination showed a initially constant S-RNase expression for both alleles followed by a strong decrease in expression. Based on these results and previous findings, we propose a regulatory mechanism to explain the effect of pollination and the associated compatibility type on S-RNase expression in the style. This proposed mechanism could be used as a starting point for future research. [ABSTRACT FROM AUTHOR]
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- 2024
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21. Machine learning on alignment features for parent-of-origin classification of simulated hybrid RNA-seq.
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Miller, Jason R. and Adjeroh, Donald A.
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MACHINE learning ,RNA sequencing ,GENE expression ,NUCLEOTIDE sequence ,RANDOM forest algorithms - Abstract
Background: Parent-of-origin allele-specific gene expression (ASE) can be detected in interspecies hybrids by virtue of RNA sequence variants between the parental haplotypes. ASE is detectable by differential expression analysis (DEA) applied to the counts of RNA-seq read pairs aligned to parental references, but aligners do not always choose the correct parental reference. Results: We used public data for species that are known to hybridize. We measured our ability to assign RNA-seq read pairs to their proper transcriptome or genome references. We tested software packages that assign each read pair to a reference position and found that they often favored the incorrect species reference. To address this problem, we introduce a post process that extracts alignment features and trains a random forest classifier to choose the better alignment. On each simulated hybrid dataset tested, our machine-learning post-processor achieved higher accuracy than the aligner by itself at choosing the correct parent-of-origin per RNA-seq read pair. Conclusions: For the parent-of-origin classification of RNA-seq, machine learning can improve the accuracy of alignment-based methods. This approach could be useful for enhancing ASE detection in interspecies hybrids, though RNA-seq from real hybrids may present challenges not captured by our simulations. We believe this is the first application of machine learning to this problem domain. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
22. Gene and Allele-Specific Expression Underlying the Electric Signal Divergence in African Weakly Electric Fish.
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Cheng, Feng, Dennis, Alice B, Baumann, Otto, Kirschbaum, Frank, Abdelilah-Seyfried, Salim, and Tiedemann, Ralph
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ELECTRIC fishes ,ADAPTIVE radiation ,GENE expression ,ELECTRIC discharges ,REPRODUCTIVE isolation ,CLADISTIC analysis ,ANIMAL species - Abstract
In the African weakly electric fish genus Campylomormyrus , electric organ discharge signals are strikingly different in shape and duration among closely related species, contribute to prezygotic isolation, and may have triggered an adaptive radiation. We performed mRNA sequencing on electric organs and skeletal muscles (from which the electric organs derive) from 3 species with short (0.4 ms), medium (5 ms), and long (40 ms) electric organ discharges and 2 different cross-species hybrids. We identified 1,444 upregulated genes in electric organ shared by all 5 species/hybrid cohorts, rendering them candidate genes for electric organ–specific properties in Campylomormyrus. We further identified several candidate genes, including KCNJ2 and KLF5 , and their upregulation may contribute to increased electric organ discharge duration. Hybrids between a short (Campylomormyrus compressirostris) and a long (Campylomormyrus rhynchophorus) discharging species exhibit electric organ discharges of intermediate duration and showed imbalanced expression of KCNJ2 alleles, pointing toward a cis -regulatory difference at this locus, relative to electric organ discharge duration. KLF5 is a transcription factor potentially balancing potassium channel gene expression, a crucial process for the formation of an electric organ discharge. Unraveling the genetic basis of the species-specific modulation of the electric organ discharge in Campylomormyrus is crucial for understanding the adaptive radiation of this emerging model taxon of ecological (perhaps even sympatric) speciation. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
23. The influence of the pollination compatibility type on the pistil S-RNase expression in European pear (Pyrus communis)
- Author
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Hanne Claessen, Han Palmers, Wannes Keulemans, Bram Van de Poel, and Nico De Storme
- Subjects
pear (Pyrus communis) ,gametophytic self-incompatibility ,S-RNase ,pollen-style interactions ,allele-specific expression ,Genetics ,QH426-470 - Abstract
The S-RNase gene plays an essential role in the gametophytic self-incompatibility (GSI) system of Pyrus. It codes for the stylar-expressed S-RNase protein which inhibits the growth of incompatible pollen tubes through cytotoxicity and the induction of programmed cell death in the pollen tube. While research on the Pyrus GSI system has primarily focused on the S-RNase gene, there is still a lack of insight into its spatiotemporal expression profile and the factors that regulate it. Previous studies have suggested that S-RNase expression in the style is influenced by pollination and is dependent on the compatibility type. We here continue on this basic hypothesis by analyzing the spatiotemporal expression of the S-RNase alleles in Pyrus communis “Conference” styles in response to different types of pollination; namely, upon full- and semi-compatible pollination and upon incompatible selfing. The results revealed that temporal dynamics of S-RNase expression are influenced by the pollen’s compatibility type, indicating the presence of a signaling mechanism between pollen and style to control S-RNase production during pollen tube growth. In our experiment, S-RNase expression continuously decreased after cross-pollination and in the unpollinated control. However, after a fully incompatible pollination, S-RNase expression remained constant. Finally, semi-compatible pollination showed a initially constant S-RNase expression for both alleles followed by a strong decrease in expression. Based on these results and previous findings, we propose a regulatory mechanism to explain the effect of pollination and the associated compatibility type on S-RNase expression in the style. This proposed mechanism could be used as a starting point for future research.
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- 2024
- Full Text
- View/download PDF
24. Characterization of caffeine response regulatory variants in vascular endothelial cells
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Carly Boye, Cynthia A Kalita, Anthony S Findley, Adnan Alazizi, Julong Wei, Xiaoquan Wen, Roger Pique-Regi, and Francesca Luca
- Subjects
genotype-environment interaction ,massively parallel reporter assay ,gene regulation ,caffeine ,cardiovascular disease ,allele-specific expression ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Genetic variants in gene regulatory sequences can modify gene expression and mediate the molecular response to environmental stimuli. In addition, genotype–environment interactions (GxE) contribute to complex traits such as cardiovascular disease. Caffeine is the most widely consumed stimulant and is known to produce a vascular response. To investigate GxE for caffeine, we treated vascular endothelial cells with caffeine and used a massively parallel reporter assay to measure allelic effects on gene regulation for over 43,000 genetic variants. We identified 665 variants with allelic effects on gene regulation and 6 variants that regulate the gene expression response to caffeine (GxE, false discovery rate [FDR] < 5%). When overlapping our GxE results with expression quantitative trait loci colocalized with coronary artery disease and hypertension, we dissected their regulatory mechanisms and showed a modulatory role for caffeine. Our results demonstrate that massively parallel reporter assay is a powerful approach to identify and molecularly characterize GxE in the specific context of caffeine consumption.
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- 2024
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- View/download PDF
25. Opportunities and tradeoffs in single-cell transcriptomic technologies.
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Conte, Matilde I., Fuentes-Trillo, Azahara, and Domínguez Conde, Cecilia
- Subjects
- *
TRANSCRIPTOMES , *GENOMICS , *IMMUNE response , *CREATIVE ability in children , *LYMPHOCYTES - Abstract
Different single-cell sequencing approaches have unique strengths and weaknesses, with cellular throughput and transcript coverage being generally anticorrelated. Characterization of rearranged V(D)J sequences in lymphocytes is a valuable complement to single-cell analysis of adaptive immune responses. Single-cell transcriptomics start to go beyond gene-level quantification and incorporate differential transcription start site and isoform usage in a cell-state-specific manner. Long-read sequencing technologies are the next frontier in single-cell genomics at scale. Recent technological and algorithmic advances enable single-cell transcriptomic analysis with remarkable depth and breadth. Nonetheless, a persistent challenge is the compromise between the ability to profile high numbers of cells and the achievement of full-length transcript coverage. Currently, the field is progressing and developing new and creative solutions that improve cellular throughput, gene detection sensitivity and full-length transcript capture. Furthermore, long-read sequencing approaches for single-cell transcripts are breaking frontiers that have previously blocked full transcriptome characterization. We here present a comprehensive overview of available options for single-cell transcriptome profiling, highlighting the key advantages and disadvantages of each approach. [ABSTRACT FROM AUTHOR]
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- 2024
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- View/download PDF
26. Identification and analysis of alleles in the aroma biosynthesis pathways based on Camellia sinensis 'Jinguanyin' haplotype-resolved genomes.
- Author
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Gu, Mengya, Gao, Ting, Xu, Mengting, Hong, Yaping, Wang, Yibin, Yu, Jiaxin, Zhang, Yuhang, She, Wenqin, Wang, Pengjie, and Ye, Naixing
- Abstract
Key message: The specifically expressed alleles of CsMCT, CsGGPPS2, CsHMGS2, CsHMGR3, CsTPS10, CsADH4, CsDAHPS, CsCM3, and CsAS2 may play critical roles in the aroma formation of Camellia sinensis 'Jinguanyin' cultivar. CsMVD, CsDXS2, CsTPS3, CsTPS9, CsTPS10, CsTPS13 and CsTPS14 play an essential role in the formation of the characteristic floral and fruit aromas of oolong tea. To explore the role of alleles in the aroma biosynthesis pathways of the tea plant, this study was conducted to identify and analyze the alleles of structural genes in the MVA, MEP, LOX and shikimate pathways based on Camellia sinensis 'Jinguanyin' haplotype-resolved genomes. The results showed that 69 pairs of alleles were identified in the four pathways, of which 24 genes showed allele-specific expression (ASE) in at least one tissue. TGY-allele and HD-allele correlations of buds, young leaves, and stems were higher in the six tissues of JGY. KEGG analysis revealed that 24 ASEGs were significantly enriched in GPI-anchor biosynthesis and monoterpenoid biosynthesis pathways. The results suggest that the specifically expressed alleles of CsMCT, CsGGPPS2, CsHMGS2, CsHMGR3, CsTPS10, CsADH4, CsDAHPS, CsCM3, and CsAS2 may play critical roles in the aroma formation of JGY cultivars. The qRT‒PCR results showed that the bias of CsTPS1, CsMVD, CsDHQS, and CsAS2 alleles was basically consistent with the expression of the parents (TGY and HD) of JGY in young leaves. In addition, qRT‒PCR was used to detect the expression of aroma-related genes during the manufacturing process of JGY and parents (TGY and HD) oolong tea. It showed that CsMVD, CsDXS2, CsTPS3, CsTPS9, CsTPS10, CsTPS13 and CsTPS14 play an essential role in the formation of the characteristic floral and fruit aromas of oolong tea. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
27. RNA‐Seq‐based discovery of genetic variants and allele‐specific expression of two layer lines and broiler chicken
- Author
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Muhammad Arsalan Iqbal, Frieder Hadlich, Henry Reyer, Michael Oster, Nares Trakooljul, Eduard Murani, Alvaro Perdomo‐Sabogal, Klaus Wimmers, and Siriluck Ponsuksili
- Subjects
allele‐specific expression ,broiler ,fixation index ,laying hen ,RNA‐seq ,SNPs ,Evolution ,QH359-425 - Abstract
Abstract Recent advances in the selective breeding of broilers and layers have made poultry production one of the fastest‐growing industries. In this study, a transcriptome variant calling approach from RNA‐seq data was used to determine population diversity between broilers and layers. In total, 200 individuals were analyzed from three different chicken populations (Lohmann Brown (LB), n = 90), Lohmann Selected Leghorn (LSL, n = 89), and Broiler (BR, n = 21). The raw RNA‐sequencing reads were pre‐processed, quality control checked, mapped to the reference genome, and made compatible with Genome Analysis ToolKit for variant detection. Subsequently, pairwise fixation index (FST) analysis was performed between broilers and layers. Numerous candidate genes were identified, that were associated with growth, development, metabolism, immunity, and other economically significant traits. Finally, allele‐specific expression (ASE) analysis was performed in the gut mucosa of LB and LSL strains at 10, 16, 24, 30, and 60 weeks of age. At different ages, the two‐layer strains showed significantly different allele‐specific expressions in the gut mucosa, and changes in allelic imbalance were observed across the entire lifespan. Most ASE genes are involved in energy metabolism, including sirtuin signaling pathways, oxidative phosphorylation, and mitochondrial dysfunction. A high number of ASE genes were found during the peak of laying, which were particularly enriched in cholesterol biosynthesis. These findings indicate that genetic architecture as well as biological processes driving particular demands relate to metabolic and nutritional requirements during the laying period shape allelic heterogeneity. These processes are considerably affected by breeding and management, whereby elucidating allele‐specific gene regulation is an essential step towards deciphering the genotype to phenotype map or functional diversity between the chicken populations. Additionally, we observed that several genes showing significant allelic imbalance also colocalized with the top 1% of genes identified by the FST approach, suggesting a fixation of genes in cis‐regulatory elements.
- Published
- 2023
- Full Text
- View/download PDF
28. Transcriptomic analysis of cave, surface, and hybrid samples of the isopod Asellus aquaticus and identification of chromosomal location of candidate genes for cave phenotype evolution
- Author
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Haeli J. Lomheim, Lizet Reyes Rodas, Lubna Mulla, Layla Freeborn, Dennis A. Sun, Sheri A. Sanders, and Meredith E. Protas
- Subjects
Cave ,Pigment ,Eye ,Troglomorphy ,Allele-specific expression ,Evolution ,QH359-425 - Abstract
Abstract Background Transcriptomic methods can be used to elucidate genes and pathways responsible for phenotypic differences between populations. Asellus aquaticus is a freshwater isopod crustacean with surface- and cave-dwelling ecomorphs that differ greatly in multiple phenotypes including pigmentation and eye size. Multiple genetic resources have been generated for this species, but the genes and pathways responsible for cave-specific characteristics have not yet been identified. Our goal was to generate transcriptomic resources in tandem with taking advantage of the species’ ability to interbreed and generate hybrid individuals. Results We generated transcriptomes of the Rakov Škocjan surface population and the Rak Channel of Planina Cave population that combined Illumina short-read assemblies and PacBio Iso-seq long-read sequences. We investigated differential expression at two different embryonic time points as well as allele-specific expression of F 1 hybrids between cave and surface individuals. RNAseq of F 2 hybrids, as well as genotyping of a backcross, allowed for positional information of multiple candidate genes from the differential expression and allele-specific analyses. Conclusions As expected, genes involved in phototransduction and ommochrome synthesis were under-expressed in the cave samples as compared to the surface samples. Allele-specific expression analysis of F 1 hybrids identified genes with cave-biased (cave allele has higher mRNA levels than the surface allele) and surface-biased expression (surface allele has higher mRNA levels than the cave allele). RNAseq of F 2 hybrids allowed for multiple genes to be placed to previously mapped genomic regions responsible for eye and pigmentation phenotypes. In the future, these transcriptomic resources will guide prioritization of candidates for functional analysis.
- Published
- 2023
- Full Text
- View/download PDF
29. Parental bias in expression and interaction of genes in the equine placenta
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Dini, Pouya, Kalbfleisch, Theodore, Uribe-Salazar, José M, Carossino, Mariano, Ali, Hossam El-Sheikh, Loux, Shavahn C, Esteller-Vico, Alejandro, Norris, Jamie K, Anand, Lakshay, Scoggin, Kirsten E, Lopez, Carlos M Rodriguez, Breen, James, Bailey, Ernest, Daels, Peter, and Ball, Barry A
- Subjects
Genetics ,Reproductive health and childbirth ,Alleles ,Animals ,Female ,Gene Expression ,Gene Expression Regulation ,Developmental ,Genomic Imprinting ,Horses ,Placenta ,Placentation ,Pregnancy ,allele-specific expression ,parental gene expression ,monoallelic gene expression ,placenta ,equine - Abstract
Most autosomal genes in the placenta show a biallelic expression pattern. However, some genes exhibit allele-specific transcription depending on the parental origin of the chromosomes on which the copy of the gene resides. Parentally expressed genes are involved in the reciprocal interaction between maternal and paternal genes, coordinating the allocation of resources between fetus and mother. One of the main challenges of studying parental-specific allelic expression (allele-specific expression [ASE]) in the placenta is the maternal cellular remnant at the fetomaternal interface. Horses (Equus caballus) have an epitheliochorial placenta in which both the endometrial epithelium and the epithelium of the chorionic villi are juxtaposed with minimal extension into the uterine mucosa, yet there is no information available on the allelic gene expression of equine chorioallantois (CA). In the current study, we present a dataset of 1,336 genes showing ASE in the equine CA (https://pouya-dini.github.io/equine-gene-db/) along with a workflow for analyzing ASE genes. We further identified 254 potentially imprinted genes among the parentally expressed genes in the equine CA and evaluated the expression pattern of these genes throughout gestation. Our gene ontology analysis implies that maternally expressed genes tend to decrease the length of gestation, while paternally expressed genes extend the length of gestation. This study provides fundamental information regarding parental gene expression during equine pregnancy, a species with a negligible amount of maternal cellular remnant in its placenta. This information will provide the basis for a better understanding of the role of parental gene expression in the placenta during gestation.
- Published
- 2021
30. Lineage-specific selection and the evolution of virulence in the Candida clade
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Singh-Babak, Sheena D, Babak, Tomas, Fraser, Hunter B, and Johnson, Alexander D
- Subjects
Biological Sciences ,Biomedical and Clinical Sciences ,Microbiology ,Clinical Sciences ,Medical Microbiology ,Genetics ,Infectious Diseases ,Biotechnology ,2.2 Factors relating to the physical environment ,Aetiology ,Infection ,Alleles ,Biological Evolution ,Candida ,Candidiasis ,Computational Biology ,Gene Expression Profiling ,Gene Expression Regulation ,Fungal ,Gene Ontology ,Genes ,Fungal ,Hybridization ,Genetic ,Selection ,Genetic ,Virulence ,microbial pathogenesis ,natural selection ,allele-specific expression - Abstract
Candida albicans is the most common cause of systemic fungal infections in humans and is considerably more virulent than its closest known relative, Candida dubliniensis. To investigate this difference, we constructed interspecies hybrids and quantified mRNA levels produced from each genome in the hybrid. This approach systematically identified expression differences in orthologous genes arising from cis-regulatory sequence changes that accumulated since the two species last shared a common ancestor, some 10 million y ago. We documented many orthologous gene-expression differences between the two species, and we pursued one striking observation: All 15 genes coding for the enzymes of glycolysis showed higher expression from the C. albicans genome than the C. dubliniensis genome in the interspecies hybrid. This pattern requires evolutionary changes to have occurred at each gene; the fact that they all act in the same direction strongly indicates lineage-specific natural selection as the underlying cause. To test whether these expression differences contribute to virulence, we created a C. dubliniensis strain in which all 15 glycolysis genes were produced at modestly elevated levels and found that this strain had significantly increased virulence in the standard mouse model of systemic infection. These results indicate that small expression differences across a deeply conserved set of metabolism enzymes can play a significant role in the evolution of virulence in fungal pathogens.
- Published
- 2021
31. Few fixed variants between trophic specialist pupfish species reveal candidate cis-regulatory alleles underlying rapid craniofacial divergence
- Author
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McGirr, Joseph A and Martin, Christopher H
- Subjects
Human Genome ,Genetics ,Biotechnology ,2.1 Biological and endogenous factors ,Aetiology ,Animals ,Biological Evolution ,Female ,Gene Expression Regulation ,Developmental ,Killifishes ,Male ,Skull ,Species Specificity ,Transcriptome ,RNAseq ,F1 hybrid ,trophic specialization ,allele-specific expression ,adaptive radiation ,ecological speciation ,Biochemistry and Cell Biology ,Evolutionary Biology - Abstract
Investigating closely related species that rapidly evolved divergent feeding morphology is a powerful approach to identify genetic variation underlying variation in complex traits. This can also lead to the discovery of novel candidate genes influencing natural and clinical variation in human craniofacial phenotypes. We combined whole-genome resequencing of 258 individuals with 50 transcriptomes to identify candidate cis-acting genetic variation underlying rapidly evolving craniofacial phenotypes within an adaptive radiation of Cyprinodon pupfishes. This radiation consists of a dietary generalist species and two derived trophic niche specialists-a molluscivore and a scale-eating species. Despite extensive morphological divergence, these species only diverged 10 kya and produce fertile hybrids in the laboratory. Out of 9.3 million genome-wide SNPs and 80,012 structural variants, we found very few alleles fixed between species-only 157 SNPs and 87 deletions. Comparing gene expression across 38 purebred F1 offspring sampled at three early developmental stages, we identified 17 fixed variants within 10 kb of 12 genes that were highly differentially expressed between species. By measuring allele-specific expression in F1 hybrids from multiple crosses, we found that the majority of expression divergence between species was explained by trans-regulatory mechanisms. We also found strong evidence for two cis-regulatory alleles affecting expression divergence of two genes with putative effects on skeletal development (dync2li1 and pycr3). These results suggest that SNPs and structural variants contribute to the evolution of novel traits and highlight the utility of the San Salvador Island pupfish system as an evolutionary model for craniofacial development.
- Published
- 2021
32. Allele-specific quantification of human leukocyte antigen transcript isoforms by nanopore sequencing.
- Author
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Hughes, Andrew E. O., Montgomery, Maureen C., Chang Liu, and Weimer, Eric T.
- Subjects
HLA histocompatibility antigens ,ALTERNATIVE RNA splicing ,DNA sequencing ,ALLELES - Abstract
Introduction: While tens of thousands of HLA alleles have been identified by DNA sequencing, the contribution of alternative splicing to HLA diversity is not well characterized. In this study, we sought to determine if long-read sequencing could be used to accurately quantify allele-specific HLA transcripts in primary human lymphocytes. Methods: cDNA libraries were prepared from peripheral blood lymphocytes from 12 donors and sequenced by nanopore long-read sequencing. HLA reads were aligned to donor-specific reference sequences based on the known type of each donor. Allele-specific exon utilization was calculated as the proportion of reads aligning to each allele containing known exons, and transcript isoforms were quantified based on patterns of exon utilization within individual reads. Results: Splice variants were rare among class I HLA genes (median exon retention rate 99%-100%), except for several HLA-C alleles with exon 5 spliced out of up to 15% of reads. Splice variants were also rare among class II HLA genes (median exon retention rate 98%-100%), except for HLA-DQB1. Consistent with previous work, exon 5 of HLA-DQB1 was spliced out in alleles with a mutated splice acceptor site at rs28688207. Surprisingly, a 28% loss of exon 5 was also observed in HLA-DQB1 alleles with an intact splice acceptor site at rs28688207. Discussion: We describe a simple bioinformatic workflow to quantify allelespecific expression of HLA transcript isoforms. Further studies are warranted to characterize the repertoire of HLA transcripts expressed in different cell types and tissues across diverse populations. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
33. Ecological divergence in sympatry causes gene misexpression in hybrids.
- Author
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McGirr, Joseph A and Martin, Christopher H
- Subjects
Animals ,Killifishes ,Hybridization ,Genetic ,Gene Expression ,Genome ,Genetic Speciation ,Genetic Fitness ,Sympatry ,Reproductive Isolation ,Dobzhansky-Muller incompatibility ,RNAseq ,allele-specific expression ,ecological speciation ,gene misexpression ,gene misregulation ,Evolutionary Biology ,Biological Sciences - Abstract
Ecological speciation occurs when reproductive isolation evolves as a byproduct of adaptive divergence between populations. Selection favouring gene regulatory divergence between species could result in transgressive levels of gene expression in F1 hybrids that may lower hybrid fitness. We combined 58 resequenced genomes with 124 transcriptomes to identify patterns of hybrid gene misexpression that may be driven by adaptive regulatory divergence within a young radiation of Cyprinodon pupfishes, which consists of a dietary generalist and two trophic specialists-a molluscivore and a scale-eater. We found more differential gene expression between closely related sympatric specialists than between allopatric generalist populations separated by 1,000 km. Intriguingly, 9.6% of genes that were differentially expressed between sympatric species were also misexpressed in F1 hybrids. A subset of these genes were in highly differentiated genomic regions and enriched for functions important for trophic specialization, including head, muscle and brain development. These regions also included genes that showed evidence of hard selective sweeps and were significantly associated with oral jaw length-the most rapidly diversifying skeletal trait in this radiation. Our results indicate that divergent ecological selection in sympatry can contribute to hybrid gene misexpression which may act as a reproductive barrier between nascent species.
- Published
- 2020
34. Pervasiveness of HLA allele-specific expression loss across tumor types
- Author
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Ioan Filip, Anqi Wang, Oleksandr Kravets, Rose Orenbuch, Junfei Zhao, Tomin E. Perea-Chamblee, Gulam A. Manji, Evangelina López de Maturana, Núria Malats, Kenneth P. Olive, and Raul Rabadan
- Subjects
HLA ,Allele-specific expression ,Loss of heterogeneity ,Pan-cancer analysis ,Pancreatic cancer ,Immunotherapy ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Efficient presentation of mutant peptide fragments by the human leukocyte antigen class I (HLA-I) genes is necessary for immune-mediated killing of cancer cells. According to recent reports, patient HLA-I genotypes can impact the efficacy of cancer immunotherapy, and the somatic loss of HLA-I heterozygosity has been established as a factor in immune evasion. While global deregulated expression of HLA-I has also been reported in different tumor types, the role of HLA-I allele-specific expression loss — that is, the preferential RNA expression loss of specific HLA-I alleles — has not been fully characterized in cancer. Methods Here, we use RNA and whole-exome sequencing data to quantify HLA-I allele-specific expression (ASE) in cancer using our novel method arcasHLA-quant. Results We show that HLA-I ASE loss in at least one of the three HLA-I genes is a pervasive phenomenon across TCGA tumor types. In pancreatic adenocarcinoma, tumor-specific HLA-I ASE loss is associated with decreased overall survival specifically in the basal-like subtype, a finding that we validated in an independent cohort through laser-capture microdissection. Additionally, we show that HLA-I ASE loss is associated with poor immunotherapy outcomes in metastatic melanoma through retrospective analyses. Conclusions Together, our results highlight the prevalence of HLA-I ASE loss and provide initial evidence of its clinical significance in cancer prognosis and immunotherapy treatment.
- Published
- 2023
- Full Text
- View/download PDF
35. Genomic and transcriptomic landscape of the Indian Water Buffalo (Bubalus bubalis)
- Author
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Dutta, Prasun, Hume, David, Wall, Eileen, and Prendergast, James
- Subjects
636.2 ,water buffalo ,Bubalus bubalis ,genomic difference ,domestication ,allele-specific expression ,disease susceptibility ,macrophages - Abstract
The water buffalo (Bubalus bubalis) is one of the most important domesticated species in India providing milk, meat, hide and draft power. At over 100 million animals, India has the highest number of water buffalo in the world, however, the species is found across the globe, including Europe where the Mediterranean subspecies is farmed. Despite the importance of this domesticated bovid, there are limited high-resolution genomic and transcriptomic analyses across these animals. The aim of this thesis was to use whole genome and RNA sequencing data to characterise regulatory variation and genome evolution in the water buffalo. Specifically, I explored the presence of regulatory variation in macrophages of water buffalo in the form of allele-specific expression (ASE) and investigated signatures of selection and breed divergence across water buffalo breeds. Water buffalo are exposed to a range of important pathogens, many of which that are zoonotic in nature. Differences in regulatory variation between animals have been shown to underlie some of the diversity in response to these pathogens. Macrophages are among the first cells of the innate immune system to act against a pathogen through its recognition, phagocytosis and destruction playing an important role in host disease susceptibility. Regulatory variants acting in macrophages are thus important candidates for explaining differences in disease susceptibility to infectious diseases among water buffalo. To detect the presence of regulatory variation, I used whole genome sequencing and RNA-seq data in 4 Mediterranean water buffalo to identify ASE in macrophage expressed genes. The analysis revealed that regulatory variation does exist in macrophage expressed genes which could be reliably detected as ASE signature. To understand the impact of domestication and how water buffalo have evolved I used whole genome sequencing data from 81 animals spanning seven distinct breeds. I identified the population structure of these breeds and explored how gene flow has shaped their genomes. I also characterised the signatures of putative selection between breeds. Sites identified included genes linked to milk production, coat colour and body size and interestingly a number of these overlapped those found to be under selection in other domesticated species suggesting some extent of convergent domestication. In this thesis, I consequently undertook one of the first high-resolution evolutionary and regulatory variation analyses of an important domesticated species, Bubalus bubalis. The results from this study are likely to be invaluable to inform future studies of how regulatory variants may confer tolerance to water buffalo pathogens as well as the impact of domestication on its genome.
- Published
- 2020
- Full Text
- View/download PDF
36. Haplotype-Resolution Transcriptome Analysis Reveals Important Responsive Gene Modules and Allele-Specific Expression Contributions under Continuous Salt and Drought in Camellia sinensis.
- Author
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Zhang, Qing, Ye, Ziqi, Wang, Yinghao, Zhang, Xingtan, and Kong, Weilong
- Subjects
- *
DROUGHTS , *GENE regulatory networks , *GENE expression , *TEA , *PLANT genes , *CLIMATE change , *TRANSCRIPTOMES , *DROUGHT management - Abstract
The tea plant, Camellia sinensis (L.) O. Kuntze, is one of the most important beverage crops with significant economic and cultural value. Global climate change and population growth have led to increased salt and drought stress, negatively affecting tea yield and quality. The response mechanism of tea plants to these stresses remains poorly understood due to the lack of reference genome-based transcriptional descriptions. This study presents a high-quality genome-based transcriptome dynamic analysis of C. sinensis' response to salt and drought stress. A total of 2244 upregulated and 2164 downregulated genes were identified under salt and drought stress compared to the control sample. Most of the differentially expression genes (DEGs) were found to involve divergent regulation processes at different time points under stress. Some shared up- and downregulated DEGs related to secondary metabolic and photosynthetic processes, respectively. Weighted gene co-expression network analysis (WGCNA) revealed six co-expression modules significantly positively correlated with C. sinensis' response to salt or drought stress. The MEpurple module indicated crosstalk between the two stresses related to ubiquitination and the phenylpropanoid metabolic regulation process. We identified 1969 salt-responsive and 1887 drought-responsive allele-specific expression (ASE) genes in C. sinensis. Further comparison between these ASE genes and tea plant heterosis-related genes suggests that heterosis likely contributes to the adversity and stress resistance of C. sinensis. This work offers new insight into the underlying mechanisms of C. sinensis' response to salt and drought stress and supports the improved breeding of tea plants with enhanced salt and drought tolerance. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
37. RNA‐Seq‐based discovery of genetic variants and allele‐specific expression of two layer lines and broiler chicken.
- Author
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Iqbal, Muhammad Arsalan, Hadlich, Frieder, Reyer, Henry, Oster, Michael, Trakooljul, Nares, Murani, Eduard, Perdomo‐Sabogal, Alvaro, Wimmers, Klaus, and Ponsuksili, Siriluck
- Subjects
GENE expression ,GENETIC variation ,BROILER chickens ,POULTRY breeding ,GENETIC regulation ,NUTRITIONAL requirements ,CHICKS ,LIFE spans - Abstract
Recent advances in the selective breeding of broilers and layers have made poultry production one of the fastest‐growing industries. In this study, a transcriptome variant calling approach from RNA‐seq data was used to determine population diversity between broilers and layers. In total, 200 individuals were analyzed from three different chicken populations (Lohmann Brown (LB), n = 90), Lohmann Selected Leghorn (LSL, n = 89), and Broiler (BR, n = 21). The raw RNA‐sequencing reads were pre‐processed, quality control checked, mapped to the reference genome, and made compatible with Genome Analysis ToolKit for variant detection. Subsequently, pairwise fixation index (FST) analysis was performed between broilers and layers. Numerous candidate genes were identified, that were associated with growth, development, metabolism, immunity, and other economically significant traits. Finally, allele‐specific expression (ASE) analysis was performed in the gut mucosa of LB and LSL strains at 10, 16, 24, 30, and 60 weeks of age. At different ages, the two‐layer strains showed significantly different allele‐specific expressions in the gut mucosa, and changes in allelic imbalance were observed across the entire lifespan. Most ASE genes are involved in energy metabolism, including sirtuin signaling pathways, oxidative phosphorylation, and mitochondrial dysfunction. A high number of ASE genes were found during the peak of laying, which were particularly enriched in cholesterol biosynthesis. These findings indicate that genetic architecture as well as biological processes driving particular demands relate to metabolic and nutritional requirements during the laying period shape allelic heterogeneity. These processes are considerably affected by breeding and management, whereby elucidating allele‐specific gene regulation is an essential step towards deciphering the genotype to phenotype map or functional diversity between the chicken populations. Additionally, we observed that several genes showing significant allelic imbalance also colocalized with the top 1% of genes identified by the FST approach, suggesting a fixation of genes in cis‐regulatory elements. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
38. Transcriptomic analysis of cave, surface, and hybrid samples of the isopod Asellus aquaticus and identification of chromosomal location of candidate genes for cave phenotype evolution.
- Author
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Lomheim, Haeli J., Reyes Rodas, Lizet, Mulla, Lubna, Freeborn, Layla, Sun, Dennis A., A. Sanders, Sheri, and E. Protas, Meredith
- Subjects
GENE expression ,CAVES ,TRANSCRIPTOMES ,EYE color ,GENES ,ALLELES in plants ,PHENOTYPES - Abstract
Background: Transcriptomic methods can be used to elucidate genes and pathways responsible for phenotypic differences between populations. Asellus aquaticus is a freshwater isopod crustacean with surface- and cave-dwelling ecomorphs that differ greatly in multiple phenotypes including pigmentation and eye size. Multiple genetic resources have been generated for this species, but the genes and pathways responsible for cave-specific characteristics have not yet been identified. Our goal was to generate transcriptomic resources in tandem with taking advantage of the species' ability to interbreed and generate hybrid individuals. Results: We generated transcriptomes of the Rakov Škocjan surface population and the Rak Channel of Planina Cave population that combined Illumina short-read assemblies and PacBio Iso-seq long-read sequences. We investigated differential expression at two different embryonic time points as well as allele-specific expression of F
1 hybrids between cave and surface individuals. RNAseq of F2 hybrids, as well as genotyping of a backcross, allowed for positional information of multiple candidate genes from the differential expression and allele-specific analyses. Conclusions: As expected, genes involved in phototransduction and ommochrome synthesis were under-expressed in the cave samples as compared to the surface samples. Allele-specific expression analysis of F1 hybrids identified genes with cave-biased (cave allele has higher mRNA levels than the surface allele) and surface-biased expression (surface allele has higher mRNA levels than the cave allele). RNAseq of F2 hybrids allowed for multiple genes to be placed to previously mapped genomic regions responsible for eye and pigmentation phenotypes. In the future, these transcriptomic resources will guide prioritization of candidates for functional analysis. [ABSTRACT FROM AUTHOR]- Published
- 2023
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39. Allele-specific quantification of human leukocyte antigen transcript isoforms by nanopore sequencing
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Andrew E. O. Hughes, Maureen C. Montgomery, Chang Liu, and Eric T. Weimer
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human leukocyte antigen (HLA) ,nanopore sequencing ,long-read sequencing ,transcript isoforms ,allele-specific expression ,Immunologic diseases. Allergy ,RC581-607 - Abstract
IntroductionWhile tens of thousands of HLA alleles have been identified by DNA sequencing, the contribution of alternative splicing to HLA diversity is not well characterized. In this study, we sought to determine if long-read sequencing could be used to accurately quantify allele-specific HLA transcripts in primary human lymphocytes.MethodscDNA libraries were prepared from peripheral blood lymphocytes from 12 donors and sequenced by nanopore long-read sequencing. HLA reads were aligned to donor-specific reference sequences based on the known type of each donor. Allele-specific exon utilization was calculated as the proportion of reads aligning to each allele containing known exons, and transcript isoforms were quantified based on patterns of exon utilization within individual reads.ResultsSplice variants were rare among class I HLA genes (median exon retention rate 99%–100%), except for several HLA-C alleles with exon 5 spliced out of up to 15% of reads. Splice variants were also rare among class II HLA genes (median exon retention rate 98%–100%), except for HLA-DQB1. Consistent with previous work, exon 5 of HLA-DQB1 was spliced out in alleles with a mutated splice acceptor site at rs28688207. Surprisingly, a 28% loss of exon 5 was also observed in HLA-DQB1 alleles with an intact splice acceptor site at rs28688207.DiscussionWe describe a simple bioinformatic workflow to quantify allele-specific expression of HLA transcript isoforms. Further studies are warranted to characterize the repertoire of HLA transcripts expressed in different cell types and tissues across diverse populations.
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- 2023
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40. Widespread allele-specific expression across tissues and cells of the chicken genome.
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Oliveira de Lima, Andressa, Ng, Theros T., Drechsler, Yvonne, and Hawkins, R. David
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GENE expression , *CELL metabolism , *CELLULAR control mechanisms , *CHICKENS , *CONSERVATION biology - Abstract
Chickens are a valuable livestock species, providing an affordable and nutritious food source worldwide through eggs and meat. Additionally, chickens are extensively used in scientific research as model organisms in virology, immunology, epigenetics, development, and conservation biology. Considering this, there are increasing efforts to deepen our understanding of their genome complexity, such as efforts by the Functional Annotation of Animal Genomes (FAANG) Consortium. Toward this goal, we are working to contribute to the annotation of the chicken transcriptome. Allele-specific expression (ASE) is an imbalance of allelic gene expression often driven by genetic and epigenetic changes in cisregulatory regions. We, therefore, aimed to determine allelic imbalances in gene expression across 20 tissues and cells to shed light on mechanisms regulating gene expression. Using replicate paired-end (PE) RNAseq samples, we identified around 7 million variants across 20 tissues and cells (e.g., reproductive tissues, intestine tissues, muscle, and immune tissues and cells). We applied quality control measures and filtered out monoallelic and homozygous variants. After that, we calculated read counts per allele to determine allelic expression. We found 365,894 significant ASE SNPs and 11,530 ASE genes in at least one tissue or cell type (FDR ≤ 0.05). We discovered that ASE SNPs are widely distributed throughout the chicken genome, and ASE SNPs and ASE genes showed a varied distribution across tissues and cells. Primary macrophage exhibited the most abundant, while the pectoralis major (breast muscle) had the lowest ASE genes and ASE SNPs, ranging from 7,592 to 32,505 ASE SNPs and 773 to 2,387 ASE genes. Our findings reveal several important pathways affected by allelic imbalance of expression. These pathways included fatty acid biosynthesis and regulation cell proliferation and differentiation, cell metabolism, adipocytokine signaling, proteolysis and autophagy, and focal adhesion. In summary, our study provides insight into relevant biological processes critical to chickens and can contribute to improving genome annotation, helping to expand the transcriptomic reference source. [ABSTRACT FROM AUTHOR]
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- 2024
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41. Adaptation of the Porcine Pituitary Transcriptome, Spliceosome and Editome during Early Pregnancy.
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Makowczenko, Karol G., Jastrzebski, Jan P., Kiezun, Marta, Paukszto, Lukasz, Dobrzyn, Kamil, Smolinska, Nina, and Kaminski, Tadeusz
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SWINE , *PHYSIOLOGY , *ALTERNATIVE RNA splicing , *GENE expression , *LINCRNA , *PITUITARY gland - Abstract
The physiological mechanisms of the porcine reproduction are relatively well-known. However, transcriptomic changes and the mechanisms accompanying transcription and translation processes in various reproductive organs, as well as their dependence on hormonal status, are still poorly understood. The aim of this study was to gain a principal understanding of alterations within the transcriptome, spliceosome and editome occurring in the pituitary of the domestic pig (Sus scrofa domestica L.), which controls basic physiological processes in the reproductive system. In this investigation, we performed extensive analyses of data obtained by high-throughput sequencing of RNA from the gilts' pituitary anterior lobes during embryo implantation and the mid-luteal phase of the estrous cycle. During analyses, we obtained detailed information on expression changes of 147 genes and 43 long noncoding RNAs, observed 784 alternative splicing events and also found the occurrence of 8729 allele-specific expression sites and 122 RNA editing events. The expression profiles of the selected 16 phenomena were confirmed by PCR or qPCR techniques. As a final result of functional meta-analysis, we acquired knowledge regarding intracellular pathways that induce changes in the processes accompanying transcription and translation regulation, which may induce modifications in the secretory activity of the porcine adenohypophyseal cells. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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42. Pervasiveness of HLA allele-specific expression loss across tumor types.
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Filip, Ioan, Wang, Anqi, Kravets, Oleksandr, Orenbuch, Rose, Zhao, Junfei, Perea-Chamblee, Tomin E., Manji, Gulam A., López de Maturana, Evangelina, Malats, Núria, Olive, Kenneth P., and Rabadan, Raul
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GENE expression ,HISTOCOMPATIBILITY class I antigens ,HETEROZYGOSITY - Abstract
Background: Efficient presentation of mutant peptide fragments by the human leukocyte antigen class I (HLA-I) genes is necessary for immune-mediated killing of cancer cells. According to recent reports, patient HLA-I genotypes can impact the efficacy of cancer immunotherapy, and the somatic loss of HLA-I heterozygosity has been established as a factor in immune evasion. While global deregulated expression of HLA-I has also been reported in different tumor types, the role of HLA-I allele-specific expression loss — that is, the preferential RNA expression loss of specific HLA-I alleles — has not been fully characterized in cancer. Methods: Here, we use RNA and whole-exome sequencing data to quantify HLA-I allele-specific expression (ASE) in cancer using our novel method arcasHLA-quant. Results: We show that HLA-I ASE loss in at least one of the three HLA-I genes is a pervasive phenomenon across TCGA tumor types. In pancreatic adenocarcinoma, tumor-specific HLA-I ASE loss is associated with decreased overall survival specifically in the basal-like subtype, a finding that we validated in an independent cohort through laser-capture microdissection. Additionally, we show that HLA-I ASE loss is associated with poor immunotherapy outcomes in metastatic melanoma through retrospective analyses. Conclusions: Together, our results highlight the prevalence of HLA-I ASE loss and provide initial evidence of its clinical significance in cancer prognosis and immunotherapy treatment. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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43. Two haplotype-resolved, gap-free genome assemblies for Actinidia latifolia and Actinidia chinensis shed light on the regulatory mechanisms of vitamin C and sucrose metabolism in kiwifruit.
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Han, Xue, Zhang, Yilin, Zhang, Qiong, Ma, Ni, Liu, Xiaoying, Tao, Wenjing, Lou, Zhiying, Zhong, Caihong, Deng, Xing Wang, Li, Dawei, and He, Hang
- Abstract
Kiwifruit is a recently domesticated horticultural fruit crop with substantial economic and nutritional value, especially because of the high content of vitamin C in its fruit. In this study, we de novo assembled two telomere-to-telomere kiwifruit genomes from Actinidia chinensis var. 'Donghong' (DH) and Actinidia latifolia 'Kuoye' (KY), with total lengths of 608 327 852 and 640 561 626 bp for 29 chromosomes, respectively. With a burst of structural variants involving inversion, translocations, and duplications within 8.39 million years, the metabolite content of DH and KY exhibited differences in saccharides, lignans, and vitamins. A regulatory ERF098 transcription factor family has expanded in KY and Actinidia eriantha , both of which have ultra-high vitamin C content. With each assembly phased into two complete haplotypes, we identified allelic variations between two sets of haplotypes, leading to protein sequence variations in 26 494 and 27 773 gene loci and allele-specific expression of 4687 and 12 238 homozygous gene pairs. Synchronized metabolome and transcriptome changes during DH fruit development revealed the same dynamic patterns in expression levels and metabolite contents; free fatty acids and flavonols accumulated in the early stages, but sugar substances and amino acids accumulated in the late stages. The AcSWEET9b gene that exhibits allelic dominance was further identified to positively correlate with high sucrose content in fruit. Compared with wild varieties and other Actinidia species, AcSWEET9b promoters were selected in red-flesh kiwifruits that have increased fruit sucrose content, providing a possible explanation on why red-flesh kiwifruits are sweeter. Collectively, these two gap-free kiwifruit genomes provide a valuable genetic resource for investigating domestication mechanisms and genome-based breeding of kiwifruit. Telomere-to-telomere genome assemblies for two kiwifruit species, Actinidia latifolia and Actinidia chinensis , were constructed from HiFi and Hi-C reads. Extensive comparative genomics analyses of the transcriptome and metabolome during fruit development facilitated identification of genes associated with fruit taste. The sugar transporter gene AcSWEET9b was identified as an important positive regulator of fruit sucrose content and was selected during domestication. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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44. Red-TE Homozygous Alleles of MdMYB10 Confer Full-Red Apple Fruit Skin in a High-Temperature Region.
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Wang, Meili, Wang, Yarong, Ding, Tiyu, Yan, Zhenli, Zhou, Zhe, Li, Cuiying, Yao, Jia-Long, and Zhang, Hengtao
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FRUIT skins ,ALLELES ,CRABAPPLES ,GENE expression ,GENETIC variation ,APPLES ,ORCHARDS - Abstract
Apple is a major fruit crop grown worldwide and provides humans with an essential diet and health benefits. One of the health benefits is related to the accumulation of fruit anthocyanin, which also provides fruit with an attractive red colour. It is known that an MdMYB10 allele containing a transposable element (TE) insertion in its promoter (termed Red-TE allele) underlies anthocyanin accumulation and red colouration in the fruit skin of cultivated apples. However, the distribution of this Red-TE allele in wider Malus germplasm accessions is not clear. In this study, we showed that MdMYB10 RNA in fruit skin was specifically expressed from the Red-TE allele by using allele-specific expression analysis of transcriptome data. Apple cultivars and hybrids with homozygous Red-TE alleles showed stronger red colour than those with heterozygous alleles after analysing 65 cultivars and 337 hybrids. Furthermore, both hetero- and homozygous plants growing in the same high-temperature conditions had different colourations. However, the Red-TE allele was not detected in 16 wild apple accessions showing red skin, indicating that the red skin colour of these wild apples was not conferred by the Red-TE allele. These findings provide guidance for selecting cultivars able to develop consistent red colouration under high growth temperature conditions and open the opportunity for identifying novel genetic variants underpinning fruit red colouration in wild apple species. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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45. Differential haplotype expression in class I MHC genes during SARS-CoV-2 infection of human lung cell lines.
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da Silva Francisco Junior, Ronaldo, Temerozo, Jairo R., dos Santos Ferreira, Cristina, Martins, Yasmmin, Souza, Thiago Moreno L., Medina-Acosta, Enrique, and Ribeiro de Vasconcelos, Ana Tereza
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GENE expression ,HAPLOTYPES ,SINGLE nucleotide polymorphisms ,PHENOMENOLOGICAL biology ,SARS-CoV-2 ,ALLELES in plants - Abstract
Introduction: Cell entry of SARS-CoV-2 causes genome-wide disruption of the transcriptional profiles of genes and biological pathways involved in the pathogenesis of COVID-19. Expression allelic imbalance is characterized by a deviation from the Mendelian expected 1:1 expression ratio and is an important source of allele-specific heterogeneity. Expression allelic imbalance can be measured by allele-specific expression analysis (ASE) across heterozygous informative expressed single nucleotide variants (eSNVs). ASE reflects many regulatory biological phenomena that can be assessed by combining genome and transcriptome information. ASE contributes to the interindividual variability associated with the disease. We aim to estimate the transcriptome-wide impact of SARS-CoV-2 infection by analyzing eSNVs. Methods: We compared ASE profiles in the human lung cell lines Calu-3, A459, and H522 before and after infection with SARS-CoV-2 using RNA-Seq experiments. Results: We identified 34 differential ASE (DASE) sites in 13 genes (HLA-A, HLAB, HLA-C, BRD2, EHD2, GFM2, GSPT1, HAVCR1, MAT2A, NQO2, SUPT6H, TNFRSF11A, UMPS), all of which are enriched in protein binding functions and play a role in COVID-19. Most DASE sites were assigned to the MHC class I locus and were predominantly upregulated upon infection. DASE sites in the MHC class I locus also occur in iPSC-derived airway epithelium basal cells infected with SARS-CoV-2. Using an RNA-Seq haplotype reconstruction approach, we found DASE sites and adjacent eSNVs in phase (i.e., predicted on the same DNA strand), demonstrating differential haplotype expression upon infection. We found a bias towards the expression of the HLA alleles with a higher binding affinity to SARS-CoV-2 epitopes. Discussion: Independent of gene expression compensation, SARS-CoV-2 infection of human lung cell lines induces transcriptional allelic switching at the MHC loci. This suggests a response mechanism to SARS-CoV-2 infection that swaps HLA alleles with poor epitope binding affinity, an expectation supported by publicly available proteome data. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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46. Comparison of allele-specific expression in Sistani cattle and its crossbreed with Holstein, Simmental, and Montbeliarde breeds.
- Author
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Dizaj, Rasoul Farzaneh, Amin-Afshar, Mehdi, Esmaeilkhanian, Saeid, Emamjomeh-Kashan, Nasser, and Banabazi, Mohammad Hossein
- Abstract
The present study has analyzed the allelic-specific expression in Purebred Sistani (Bos Indicus) and their crossbreed with Holstein, Simmental, and Montbeliarde breeds (Bos Taurus). The blood samples were taken from the caudal vein of purebred Sistani cows and crossbreed Sistani’s with Holstein, Simental, and Montbeliarde (4 treatments). We discovered 152,496 (Purebred Sistani), 134,285 (Sistani × Simmental), 163,362 (Sistani × Montbeliarde), and 177,042 (Sistani × Holstein) SNPs on the assembled transcriptomes. In the Purebred Sistani, 8295 (5%), Sistani × Holstein crossbreed 11,900 (7%), Sistani × Simmental crossbreed 13,187 (10%), and Sistani × Montbeliarde crossbreed 16,666 (10%) number of SNPs were identified as ASE-SNPs. In the present study, 12 SNPs types identify, of which four were transition and eight were transversion. The most common SNPs were transition types. These SNPs were present in purebred Sistani 71.84%, Sistani × Holstein crossbreed 72.65%, Sistani × Simmental crossbreed 72.60%, and Sistani × Montbeliarde crossbreed 71.94%. Ontology analysis of the expressed genes in these cows revealed the involvement of these genes in different Biological classifications. Conducting such studies in parts of the world, such as the Sistan region, where it is not possible to record accurate records of cows, is a suitable and economical method for identifying genes with different expressions. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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47. Comparative transcriptomic analysis of maize ear heterosis during the inflorescence meristem differentiation stage
- Author
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Xia Shi, Weihua Li, Zhanyong Guo, Mingbo Wu, Xiangge Zhang, Liang Yuan, Xiaoqian Qiu, Ye Xing, Xiaojing Sun, Huiling Xie, and Jihua Tang
- Subjects
Maize (Zea mays L.) ,Heterosis ,Inflorescence meristem ,Transcriptomics ,Additive and non-additive gene expression ,Allele-specific expression ,Botany ,QK1-989 - Abstract
Abstract Background Heterosis is widely used in many crops and is important for global food safety, and maize is one of the most successful crops to take advantage of heterosis. Gene expression patterns control the development of the maize ear, but the mechanisms by which heterosis affects transcriptional-level control are not fully understood. Results In this study, we sampled ear inflorescence meristems (IMs) from the single-segment substitution maize (Zea mays) line lx9801 hlEW2b , which contains the heterotic locus hlEW2b associated with ear width, as well as the receptor parent lx9801, the test parent Zheng58, and their corresponding hybrids Zheng58 × lx9801 hlEW2b (HY) and Zheng58 × lx9801 (CK). After RNA sequencing and transcriptomic analysis, 2531 unique differentially expressed genes (DEGs) were identified between the two hybrids (HY vs. CK). Our results showed that approximately 64% and 48% of DEGs exhibited additive expression in HY and CK, whereas the other genes displayed a non-additive expression pattern. The DEGs were significantly enriched in GO functional categories of multiple metabolic processes, plant organ morphogenesis, and hormone regulation. These essential processes are potentially associated with heterosis performance during the maize ear developmental stage. In particular, 125 and 100 DEGs from hybrids with allele-specific expression (ASE) were specifically identified in HY and CK, respectively. Comparison between the two hybrids suggested that ASE genes were involved in different development-related processes that may lead to the hybrid vigor phenotype during maize ear development. In addition, several critical genes involved in auxin metabolism and IM development were differentially expressed between the hybrids and showed various expression patterns (additive, non-additive, and ASE). Changes in the expression levels of these genes may lead to differences in auxin homeostasis in the IM, affecting the transcription of core genes such as WUS that control IM development. Conclusions Our research suggests that additive, non-additive, and allele-specific expression patterns may fine-tune the expression of crucial DEGs that modulate carbohydrate and protein metabolic processes, nitrogen assimilation, and auxin metabolism to optimal levels, and these transcriptional changes may play important roles in maize ear heterosis. The results provide new information that increases our understanding of the relationship between transcriptional variation and heterosis during maize ear development, which may be helpful for clarifying the genetic and molecular mechanisms of heterosis.
- Published
- 2022
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48. Transcriptome analysis reveals genetic regulation of growth diversity in F2 intergeneric hybrids of Megalobrama amblycephala and Culter alburnus.
- Author
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Luo, Mengxue, Tai, Yakui, Li, Mengdan, Zeng, Yiyan, Wu, Chang, Liu, Ling, Zhang, Hong, Ren, Li, and Liu, Shaojun
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- *
GENETIC regulation , *REGULATOR genes , *GENE expression , *REGULATION of growth , *PHENOTYPES , *HETEROSIS - Abstract
Hybridization between different genera can greatly shape the genotype and phenotype of individuals. It is possible to sporadically obtain individuals or populations with heterosis through conducting multiple rounds and stages of hybridization, backcrossing, and self-crossing. Investigating the regulatory relationship between allelic combinations from different species and specific economic traits in hybrid individuals will help us understand the genetic mechanism of heterosis. In this study, we conducted a transcriptomic analysis of 25 individuals from the F 2 population obtained from the intergeneric hybridization of blunt snout bream (Megalobrama amblycephala , BSB) and topmouth culter (Culter alburnus , TC). We identified 94,897 SNPs on the subgenome BSB (originating from species BSB) and 26,372 SNPs on the subgenome TC (originating from species TC). By utilizing WGCNA to construct a co-expression network, we successfully identified 54 key genes involved in growth regulation. Of these, 8 genes from subgenome BSB show 7 positively influencing and 1 negatively influencing growth rate. Additionally, 46 genes in subgenome TC include 24 with positive and 22 with negative correlations to growth rate. Using eQTL analysis, we assessed associations between SNPs and gene expression levels for 3736 cis - and 7683 trans -regulatory events. In comparative analyses of eQTL and WGCNA, we detected 2 cis - and 16 trans -regulatory genes shared in them, indicating their potential regulatory network in growth diversity in the hybrid. These results help us understand the complex regulatory network of growth traits in intergeneric hybrids. It represents a significant advancement in molecular-assisted breeding, offering valuable insights for developing effective hybrid breeding strategies and achieving heterosis in populations or individuals. • BSB and TC hybridization exhibited significant growth diversity. • Identified 94,897 BSB and 26,372 TC SNPs in hybrid subgenomes. • WGCNA unveiled 54 crucial growth-related genes in BSB and TC. • Discovered 3736 cis - and 7683 trans -regulatory events, highlighting shared regulatory genes. [ABSTRACT FROM AUTHOR]
- Published
- 2025
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49. Transcriptome profiling of two super hybrid rice provides insights into the genetic basis of heterosis
- Author
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Jun Fu, Yilin Zhang, Tianze Yan, Yanfeng Li, Nan Jiang, Yanbiao Zhou, Qunfeng Zhou, Peng Qin, Chenjian Fu, Haiyan Lin, Jing Zhong, Xue Han, Zechuan Lin, Fei Wang, Hang He, Kai Wang, and Yuanzhu Yang
- Subjects
Heterosis ,Transcriptome ,Hybrid-rice ,Allele-specific expression ,Botany ,QK1-989 - Abstract
Abstract Background Heterosis is a phenomenon that hybrids show superior performance over their parents. The successful utilization of heterosis has greatly improved rice productivity, but the molecular basis of heterosis remains largely unclear. Results Here, the transcriptomes of young panicles and leaves of the two widely grown two-line super hybrid rice varieties (Jing-Liang-You-Hua-Zhan (JLYHZ) and Long-Liang-You-Hua-Zhan (LLYHZ)) and their parents were analyzed by RNA-seq. Transcriptome profiling of the hybrids revealed 1,778 ~ 9,404 differentially expressed genes (DEGs) in two tissues, which were identified by comparing with their parents. GO, and KEGG enrichment analysis showed that the pathways significantly enriched in both tissues of two hybrids were all related to yield and resistance, like circadian rhythm (GO:0,007,623), response to water deprivation (GO:0,009,414), and photosynthetic genes (osa00196). Allele-specific expression genes (ASEGs) were also identified in hybrids. The ASEGs were most significantly enriched in ionotropic glutamate receptor signaling pathway, which was hypothesized to be potential amino acid sensors in plants. Moreover, the ASEGs were also differentially expressed between parents. The number of variations in ASEGs is higher than expected, especially for large effect variations. The DEGs and ASEGs are the potential reasons for the formation of heterosis in the two elite super hybrid rice. Conclusions Our results provide a comprehensive understanding of the heterosis of two-line super hybrid rice and facilitate the exploitation of heterosis in hybrid rice breeding with high yield heterosis.
- Published
- 2022
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50. Fusion of breast cancer MCF-7 cells with mesenchymal stem cells rearranges interallelic gene expression and enhances cancer malignancy.
- Author
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Mawaribuchi, Shuuji, Iida, Maiko, and Haramoto, Yoshikazu
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SENDAI virus , *MESENCHYMAL stem cells , *CANCER stem cells , *GENE expression , *CELL fusion - Abstract
Fusion among normal cells is tightly regulated and required for the developmental processes of an organism. Cancer cell fusion appears relatively rare but is associated with generating new hybrid cancer cells with aggressive properties. However, it remains unclear how cancer cells acquire aggressiveness via cell fusion. Here, we report changes in cell proliferative capacity, cell motility, anticancer drug resistance, and gene expression profiles when fusing human MCF-7 breast cancer cells and mesenchymal stem cells (MSCs). The fused cells were established using envelopes of a hemagglutinating virus of Japan, which increased cell proliferation, motility, and drug resistance. Comprehensive gene expression profile analysis revealed that the fused cells expressed higher levels of glycolysis-related genes than their parental cells. In fact, the fused cells relied more on glycolysis for ATP production (Warburg effect). HIF1A , which induces the expression of glycolysis-related genes, was upregulated in fused cells compared to MCF-7 cells. Allele-specific expression analysis of the fused cells indicated that MSC allele-derived HIF1A efficiently induces the expression of glycolysis-related genes in the MCF-7 allele. These findings indicate that the reorganization of gene expression by combining MSCs and MCF-7 alleles resulted in the predominant expression of glycolysis-related genes and increased malignancy in the fused cells. • The fused cells comprising MCF-7 cells and MSC increased cancer malignancy. • The fused cells relied more on glycolysis for ATP production (Warburg effect). • HIF1A from MSC allele efficiently induced glycolytic gene expression of MCF-7 allele. • Cell fusion rearranged interallelic gene expression and enhanced cancer malignancy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
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