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Vishnevsky OV, Bocharnikov AV, Ignatieva EV. Peak Scores Significantly Depend on the Relationships between Contextual Signals in ChIP-Seq Peaks. Int J Mol Sci 2024; 25:1011. [PMID: 38256085 PMCID: PMC10816497 DOI: 10.3390/ijms25021011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 12/13/2023] [Accepted: 01/09/2024] [Indexed: 01/24/2024] Open
Abstract
Chromatin immunoprecipitation followed by massively parallel DNA sequencing (ChIP-seq) is a central genome-wide method for in vivo analyses of DNA-protein interactions in various cellular conditions. Numerous studies have demonstrated the complex contextual organization of ChIP-seq peak sequences and the presence of binding sites for transcription factors in them. We assessed the dependence of the ChIP-seq peak score on the presence of different contextual signals in the peak sequences by analyzing these sequences from several ChIP-seq experiments using our fully enumerative GPU-based de novo motif discovery method, Argo_CUDA. Analysis revealed sets of significant IUPAC motifs corresponding to the binding sites of the target and partner transcription factors. For these ChIP-seq experiments, multiple regression models were constructed, demonstrating a significant dependence of the peak scores on the presence in the peak sequences of not only highly significant target motifs but also less significant motifs corresponding to the binding sites of the partner transcription factors. A significant correlation was shown between the presence of the target motifs FOXA2 and the partner motifs HNF4G, which found experimental confirmation in the scientific literature, demonstrating the important contribution of the partner transcription factors to the binding of the target transcription factor to DNA and, consequently, their important contribution to the peak score.
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Affiliation(s)
- Oleg V. Vishnevsky
- Institute of Cytology and Genetics, 630090 Novosibirsk, Russia;
- Department of Natural Science, Novosibirsk State University, 630090 Novosibirsk, Russia;
| | - Andrey V. Bocharnikov
- Department of Natural Science, Novosibirsk State University, 630090 Novosibirsk, Russia;
| | - Elena V. Ignatieva
- Institute of Cytology and Genetics, 630090 Novosibirsk, Russia;
- Department of Natural Science, Novosibirsk State University, 630090 Novosibirsk, Russia;
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Cheng C, An L, Li F, Ahmad W, Aslam M, Ul Haq MZ, Yan Y, Ahmad RM. Wide-Range Portrayal of AP2/ERF Transcription Factor Family in Maize ( Zea mays L.) Development and Stress Responses. Genes (Basel) 2023; 14:194. [PMID: 36672935 PMCID: PMC9859492 DOI: 10.3390/genes14010194] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2022] [Revised: 01/03/2023] [Accepted: 01/06/2023] [Indexed: 01/13/2023] Open
Abstract
The APETALA2/Ethylene-Responsive Transcriptional Factors containing conservative AP2/ERF domains constituted a plant-specific transcription factor (TF) superfamily, called AP2/ERF. The configuration of the AP2/ERF superfamily in maize has remained unresolved. In this study, we identified the 229 AP2/ERF genes in the latest (B73 RefGen_v5) maize reference genome. Phylogenetic classification of the ZmAP2/ERF family members categorized it into five clades, including 27 AP2 (APETALA2), 5 RAV (Related to ABI3/VP), 89 DREB (dehydration responsive element binding), 105 ERF (ethylene responsive factors), and a soloist. The duplication events of the paralogous genes occurred from 1.724-25.855 MYA, a key route to maize evolution. Structural analysis reveals that they have more introns and few exons. The results showed that 32 ZmAP2/ERFs regulate biotic stresses, and 24 ZmAP2/ERFs are involved in responses towards abiotic stresses. Additionally, the expression analysis showed that DREB family members are involved in plant sex determination. The real-time quantitative expression profiling of ZmAP2/ERFs in the leaves of the maize inbred line B73 under ABA, JA, salt, drought, heat, and wounding stress revealed their specific expression patterns. Conclusively, this study unveiled the evolutionary pathway of ZmAP2/ERFs and its essential role in stress and developmental processes. The generated information will be useful for stress resilience maize breeding programs.
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Affiliation(s)
- Cheng Cheng
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Likun An
- College of Agriculture and Forestry Sciences, Qinghai University, Xining 810016, China
| | - Fangzhe Li
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Wahaj Ahmad
- Institute of Soil and Environmental Sciences, COMSATS University Islamabad, Abbottabad 22020, Pakistan
| | - Muhammad Aslam
- Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Faisalabad 38040, Pakistan
| | - Muhammad Zia Ul Haq
- Department of Agronomy, University of Agriculture Faisalabad, Faisalabad 38040, Pakistan
| | - Yuanxin Yan
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
| | - Ramala Masood Ahmad
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Nanjing Agricultural University, Nanjing 210095, China
- Department of Plant Breeding and Genetics, University of Agriculture Faisalabad, Faisalabad 38040, Pakistan
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Roles of Auxin in the Growth, Development, and Stress Tolerance of Horticultural Plants. Cells 2022; 11:cells11172761. [PMID: 36078168 PMCID: PMC9454831 DOI: 10.3390/cells11172761] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Revised: 08/29/2022] [Accepted: 08/29/2022] [Indexed: 12/04/2022] Open
Abstract
Auxin, a plant hormone, regulates virtually every aspect of plant growth and development. Many current studies on auxin focus on the model plant Arabidopsis thaliana, or on field crops, such as rice and wheat. There are relatively few studies on what role auxin plays in various physiological processes of a range of horticultural plants. In this paper, recent studies on the role of auxin in horticultural plant growth, development, and stress response are reviewed to provide novel insights for horticultural researchers and cultivators to improve the quality and application of horticultural crops.
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Varapparambath V, Mathew MM, Shanmukhan AP, Radhakrishnan D, Kareem A, Verma S, Ramalho JJ, Manoj B, Vellandath AR, Aiyaz M, Radha RK, Landge AN, Mähönen AP, Heisler MG, Weijers D, Prasad K. Mechanical conflict caused by a cell-wall-loosening enzyme activates de novo shoot regeneration. Dev Cell 2022; 57:2063-2080.e10. [PMID: 36002002 DOI: 10.1016/j.devcel.2022.07.017] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Revised: 06/10/2022] [Accepted: 07/27/2022] [Indexed: 01/02/2023]
Abstract
Cellular heterogeneity is a hallmark of multicellular organisms. During shoot regeneration from undifferentiated callus, only a select few cells, called progenitors, develop into shoot. How these cells are selected and what governs their subsequent progression to a patterned organ system is unknown. Using Arabidopsis thaliana, we show that it is not just the abundance of stem cell regulators but rather the localization pattern of polarity proteins that predicts the progenitor's fate. A shoot-promoting factor, CUC2, activated the expression of the cell-wall-loosening enzyme, XTH9, solely in a shell of cells surrounding the progenitor, causing different mechanical stresses in these cells. This mechanical conflict then activates cell polarity in progenitors to promote meristem formation. Interestingly, genetic or physical perturbations to cells surrounding the progenitor impaired the progenitor and vice versa. These suggest a feedback loop between progenitors and their neighbors for shoot regeneration in the absence of tissue-patterning cues.
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Affiliation(s)
- Vijina Varapparambath
- Indian Institute of Science Education and Research (IISER)-Pune, Pune 411008, India; IISER-Thiruvananthapuram, Thiruvananthapuram, India
| | - Mabel Maria Mathew
- Indian Institute of Science Education and Research (IISER)-Pune, Pune 411008, India; IISER-Thiruvananthapuram, Thiruvananthapuram, India.
| | - Anju Pallipurath Shanmukhan
- Indian Institute of Science Education and Research (IISER)-Pune, Pune 411008, India; IISER-Thiruvananthapuram, Thiruvananthapuram, India
| | | | - Abdul Kareem
- IISER-Thiruvananthapuram, Thiruvananthapuram, India
| | - Shubham Verma
- Indian Institute of Science Education and Research (IISER)-Pune, Pune 411008, India
| | - João Jacob Ramalho
- Laboratory of Biochemistry, Wageningen University, Wageningen, the Netherlands
| | - Bejoy Manoj
- IISER-Thiruvananthapuram, Thiruvananthapuram, India
| | | | - Mohammed Aiyaz
- Indian Institute of Science Education and Research (IISER)-Pune, Pune 411008, India; IISER-Thiruvananthapuram, Thiruvananthapuram, India
| | | | | | - Ari Pekka Mähönen
- Institute of Biotechnology, HiLIFE, University of Helsinki, Helsinki, Finland; Organismal and Evolutionary Biology Research Programme, Faculty of Biological and Environmental Sciences, Viikki Plant Science Centre, University of Helsinki, Helsinki, Finland
| | - Marcus G Heisler
- School of Life and Environmental Sciences, The University of Sydney, Sydney, NSW, Australia
| | - Dolf Weijers
- Laboratory of Biochemistry, Wageningen University, Wageningen, the Netherlands
| | - Kalika Prasad
- Indian Institute of Science Education and Research (IISER)-Pune, Pune 411008, India; IISER-Thiruvananthapuram, Thiruvananthapuram, India.
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