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Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression

Synthetic targeted optimization of plant promoters is becoming a part of progress in mainstream postgenomic agriculture along with hybridization of cultivated plants with wild congeners, as well as marker-assisted breeding. Therefore, here, for the first time, we compiled all the experimental data—o...

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Autores principales: Rasskazov, Dmitry, Chadaeva, Irina, Sharypova, Ekaterina, Zolotareva, Karina, Khandaev, Bato, Ponomarenko, Petr, Podkolodnyy, Nikolay, Tverdokhleb, Natalya, Vishnevsky, Oleg, Bogomolov, Anton, Podkolodnaya, Olga, Savinkova, Ludmila, Zemlyanskaya, Elena, Golubyatnikov, Vadimir, Kolchanov, Nikolay, Ponomarenko, Mikhail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9369029/
https://www.ncbi.nlm.nih.gov/pubmed/35955817
http://dx.doi.org/10.3390/ijms23158684
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author Rasskazov, Dmitry
Chadaeva, Irina
Sharypova, Ekaterina
Zolotareva, Karina
Khandaev, Bato
Ponomarenko, Petr
Podkolodnyy, Nikolay
Tverdokhleb, Natalya
Vishnevsky, Oleg
Bogomolov, Anton
Podkolodnaya, Olga
Savinkova, Ludmila
Zemlyanskaya, Elena
Golubyatnikov, Vadimir
Kolchanov, Nikolay
Ponomarenko, Mikhail
author_facet Rasskazov, Dmitry
Chadaeva, Irina
Sharypova, Ekaterina
Zolotareva, Karina
Khandaev, Bato
Ponomarenko, Petr
Podkolodnyy, Nikolay
Tverdokhleb, Natalya
Vishnevsky, Oleg
Bogomolov, Anton
Podkolodnaya, Olga
Savinkova, Ludmila
Zemlyanskaya, Elena
Golubyatnikov, Vadimir
Kolchanov, Nikolay
Ponomarenko, Mikhail
author_sort Rasskazov, Dmitry
collection PubMed
description Synthetic targeted optimization of plant promoters is becoming a part of progress in mainstream postgenomic agriculture along with hybridization of cultivated plants with wild congeners, as well as marker-assisted breeding. Therefore, here, for the first time, we compiled all the experimental data—on mutational effects in plant proximal promoters on gene expression—that we could find in PubMed. Some of these datasets cast doubt on both the existence and the uniqueness of the sought solution, which could unequivocally estimate effects of proximal promoter mutation on gene expression when plants are grown under various environmental conditions during their development. This means that the inverse problem under study is ill-posed. Furthermore, we found experimental data on in vitro interchangeability of plant and human TATA-binding proteins allowing the application of Tikhonov’s regularization, making this problem well-posed. Within these frameworks, we created our Web service Plant_SNP_TATA_Z-tester and then determined the limits of its applicability using those data that cast doubt on both the existence and the uniqueness of the sought solution. We confirmed that the effects (of proximal promoter mutations on gene expression) predicted by Plant_SNP_TATA_Z-tester correlate statistically significantly with all the experimental data under study. Lastly, we exemplified an application of Plant_SNP_TATA_Z-tester to agriculturally valuable mutations in plant promoters.
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spelling pubmed-93690292022-08-12 Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression Rasskazov, Dmitry Chadaeva, Irina Sharypova, Ekaterina Zolotareva, Karina Khandaev, Bato Ponomarenko, Petr Podkolodnyy, Nikolay Tverdokhleb, Natalya Vishnevsky, Oleg Bogomolov, Anton Podkolodnaya, Olga Savinkova, Ludmila Zemlyanskaya, Elena Golubyatnikov, Vadimir Kolchanov, Nikolay Ponomarenko, Mikhail Int J Mol Sci Article Synthetic targeted optimization of plant promoters is becoming a part of progress in mainstream postgenomic agriculture along with hybridization of cultivated plants with wild congeners, as well as marker-assisted breeding. Therefore, here, for the first time, we compiled all the experimental data—on mutational effects in plant proximal promoters on gene expression—that we could find in PubMed. Some of these datasets cast doubt on both the existence and the uniqueness of the sought solution, which could unequivocally estimate effects of proximal promoter mutation on gene expression when plants are grown under various environmental conditions during their development. This means that the inverse problem under study is ill-posed. Furthermore, we found experimental data on in vitro interchangeability of plant and human TATA-binding proteins allowing the application of Tikhonov’s regularization, making this problem well-posed. Within these frameworks, we created our Web service Plant_SNP_TATA_Z-tester and then determined the limits of its applicability using those data that cast doubt on both the existence and the uniqueness of the sought solution. We confirmed that the effects (of proximal promoter mutations on gene expression) predicted by Plant_SNP_TATA_Z-tester correlate statistically significantly with all the experimental data under study. Lastly, we exemplified an application of Plant_SNP_TATA_Z-tester to agriculturally valuable mutations in plant promoters. MDPI 2022-08-04 /pmc/articles/PMC9369029/ /pubmed/35955817 http://dx.doi.org/10.3390/ijms23158684 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Rasskazov, Dmitry
Chadaeva, Irina
Sharypova, Ekaterina
Zolotareva, Karina
Khandaev, Bato
Ponomarenko, Petr
Podkolodnyy, Nikolay
Tverdokhleb, Natalya
Vishnevsky, Oleg
Bogomolov, Anton
Podkolodnaya, Olga
Savinkova, Ludmila
Zemlyanskaya, Elena
Golubyatnikov, Vadimir
Kolchanov, Nikolay
Ponomarenko, Mikhail
Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression
title Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression
title_full Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression
title_fullStr Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression
title_full_unstemmed Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression
title_short Plant_SNP_TATA_Z-Tester: A Web Service That Unequivocally Estimates the Impact of Proximal Promoter Mutations on Plant Gene Expression
title_sort plant_snp_tata_z-tester: a web service that unequivocally estimates the impact of proximal promoter mutations on plant gene expression
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9369029/
https://www.ncbi.nlm.nih.gov/pubmed/35955817
http://dx.doi.org/10.3390/ijms23158684
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