Coordinated alterations in gene expression and metabolomic profiles of Chlamydomonas reinhardtii during batch autotrophic culturing

Результат исследований: Научные публикации в периодических изданияхстатьянаучнаярецензирование

Выдержка

Chlamydomonas reinhardtii was grown under autotrophic batch culturing, which is known to be a widely applicable method for both fundamental research and applied purposes. This type of cultivation results in elevation of cell density and fast exhaustion of nutrient resources. We expected the revealed metabolic adaptation to be triggered at the transcriptional level. This investigation focuses on analyzing expression of the genes encoding enzymes involved in primary metabolism and plastid transporters during the exponential phase of C. reinhardtii autotrophic batch culture. About two-thirds of the tested genes demonstrated differential expression during algae growth. Patterns of expression were clustered into 5 groups. Most of the genes were gathered in two large clusters, characterized by peaks of expression at early or later exponential growth (EG). Genes which showed maximal expression in early EG were OMT1, HXK1, AMYB1, ACK1,2, CHLREDRAFT_123419, APE2, PCK1, CHLREDRAFT_195672, CIS2, TPT2 and ACLA1. Among the genes with maximal expression in later EG were SBE3, TPIC, CHLREDRAFT_137300, CHLREDRAFT_111372, PPT1 and CHLREDRAFT_122970. There were no genes detected with maximal expression at the cessation of proliferation. PCA showed that the expression profiles in the beginning EG were similar, and profiles changed drastically in the middle of exponential growth. PLS-DA revealed the difference between the beginning of EG and later periods linked to PC1 (44%), between late EG and early stationary linked to PC2 (23%) and finally between two points at the beginning of growth linked to PC3 (10%). Mapping of genes and metabolites according to their correlation revealed a graph with two clusters. The first, smaller cluster contains genes that encode plastid exporters, enzymes of starch and carbohydrates metabolism. The expression level of these genes peaked later in EG. These genes are mainly associated with metabolites such as carbohydrates, acylglycerols and fatty acids metabolism. The second cluster is larger and more diverse. It combines genes with maximum expression in the beginning of EG. The core of this cluster is formed by genes encoding enzymes of fatty acids synthesis, energy and plastic pathways, and plastid transporters. This cluster included the majority of amino acids, carboxylic acids and many fatty acids.

Язык оригиналаанглийский
Страницы (с-по)87-99
Число страниц13
ЖурналBiological Communications
Том63
Номер выпуска1
DOI
СостояниеОпубликовано - 8 июн 2018

Предметные области Scopus

  • Земледелие и биологические науки (все)
  • Биохимия, генетика и молекулярная биология (все)

Цитировать

@article{bb9a8d912ef440018659e4a38f169c6a,
title = "Coordinated alterations in gene expression and metabolomic profiles of Chlamydomonas reinhardtii during batch autotrophic culturing",
abstract = "Chlamydomonas reinhardtii was grown under autotrophic batch culturing, which is known to be a widely applicable method for both fundamental research and applied purposes. This type of cultivation results in elevation of cell density and fast exhaustion of nutrient resources. We expected the revealed metabolic adaptation to be triggered at the transcriptional level. This investigation focuses on analyzing expression of the genes encoding enzymes involved in primary metabolism and plastid transporters during the exponential phase of C. reinhardtii autotrophic batch culture. About two-thirds of the tested genes demonstrated differential expression during algae growth. Patterns of expression were clustered into 5 groups. Most of the genes were gathered in two large clusters, characterized by peaks of expression at early or later exponential growth (EG). Genes which showed maximal expression in early EG were OMT1, HXK1, AMYB1, ACK1,2, CHLREDRAFT_123419, APE2, PCK1, CHLREDRAFT_195672, CIS2, TPT2 and ACLA1. Among the genes with maximal expression in later EG were SBE3, TPIC, CHLREDRAFT_137300, CHLREDRAFT_111372, PPT1 and CHLREDRAFT_122970. There were no genes detected with maximal expression at the cessation of proliferation. PCA showed that the expression profiles in the beginning EG were similar, and profiles changed drastically in the middle of exponential growth. PLS-DA revealed the difference between the beginning of EG and later periods linked to PC1 (44{\%}), between late EG and early stationary linked to PC2 (23{\%}) and finally between two points at the beginning of growth linked to PC3 (10{\%}). Mapping of genes and metabolites according to their correlation revealed a graph with two clusters. The first, smaller cluster contains genes that encode plastid exporters, enzymes of starch and carbohydrates metabolism. The expression level of these genes peaked later in EG. These genes are mainly associated with metabolites such as carbohydrates, acylglycerols and fatty acids metabolism. The second cluster is larger and more diverse. It combines genes with maximum expression in the beginning of EG. The core of this cluster is formed by genes encoding enzymes of fatty acids synthesis, energy and plastic pathways, and plastid transporters. This cluster included the majority of amino acids, carboxylic acids and many fatty acids.",
keywords = "Autotrophic growth, Batch culture, Chlamydomonas reinhardtii, Exponential growth, Gene expression, MEBA, PCA, Plastid transporter, PLS, Primary metabolism",
author = "Roman Puzanskiy and Daria Romanyuk and Maria Shishova",
year = "2018",
month = "6",
day = "8",
doi = "10.21638/spbu03.2018.110",
language = "English",
volume = "63",
pages = "87--99",
journal = "Biological Communications",
issn = "2542-2154",
publisher = "Издательство Санкт-Петербургского университета",
number = "1",

}

Coordinated alterations in gene expression and metabolomic profiles of Chlamydomonas reinhardtii during batch autotrophic culturing. / Puzanskiy, Roman; Romanyuk, Daria; Shishova, Maria.

В: Biological Communications, Том 63, № 1, 08.06.2018, стр. 87-99.

Результат исследований: Научные публикации в периодических изданияхстатьянаучнаярецензирование

TY - JOUR

T1 - Coordinated alterations in gene expression and metabolomic profiles of Chlamydomonas reinhardtii during batch autotrophic culturing

AU - Puzanskiy, Roman

AU - Romanyuk, Daria

AU - Shishova, Maria

PY - 2018/6/8

Y1 - 2018/6/8

N2 - Chlamydomonas reinhardtii was grown under autotrophic batch culturing, which is known to be a widely applicable method for both fundamental research and applied purposes. This type of cultivation results in elevation of cell density and fast exhaustion of nutrient resources. We expected the revealed metabolic adaptation to be triggered at the transcriptional level. This investigation focuses on analyzing expression of the genes encoding enzymes involved in primary metabolism and plastid transporters during the exponential phase of C. reinhardtii autotrophic batch culture. About two-thirds of the tested genes demonstrated differential expression during algae growth. Patterns of expression were clustered into 5 groups. Most of the genes were gathered in two large clusters, characterized by peaks of expression at early or later exponential growth (EG). Genes which showed maximal expression in early EG were OMT1, HXK1, AMYB1, ACK1,2, CHLREDRAFT_123419, APE2, PCK1, CHLREDRAFT_195672, CIS2, TPT2 and ACLA1. Among the genes with maximal expression in later EG were SBE3, TPIC, CHLREDRAFT_137300, CHLREDRAFT_111372, PPT1 and CHLREDRAFT_122970. There were no genes detected with maximal expression at the cessation of proliferation. PCA showed that the expression profiles in the beginning EG were similar, and profiles changed drastically in the middle of exponential growth. PLS-DA revealed the difference between the beginning of EG and later periods linked to PC1 (44%), between late EG and early stationary linked to PC2 (23%) and finally between two points at the beginning of growth linked to PC3 (10%). Mapping of genes and metabolites according to their correlation revealed a graph with two clusters. The first, smaller cluster contains genes that encode plastid exporters, enzymes of starch and carbohydrates metabolism. The expression level of these genes peaked later in EG. These genes are mainly associated with metabolites such as carbohydrates, acylglycerols and fatty acids metabolism. The second cluster is larger and more diverse. It combines genes with maximum expression in the beginning of EG. The core of this cluster is formed by genes encoding enzymes of fatty acids synthesis, energy and plastic pathways, and plastid transporters. This cluster included the majority of amino acids, carboxylic acids and many fatty acids.

AB - Chlamydomonas reinhardtii was grown under autotrophic batch culturing, which is known to be a widely applicable method for both fundamental research and applied purposes. This type of cultivation results in elevation of cell density and fast exhaustion of nutrient resources. We expected the revealed metabolic adaptation to be triggered at the transcriptional level. This investigation focuses on analyzing expression of the genes encoding enzymes involved in primary metabolism and plastid transporters during the exponential phase of C. reinhardtii autotrophic batch culture. About two-thirds of the tested genes demonstrated differential expression during algae growth. Patterns of expression were clustered into 5 groups. Most of the genes were gathered in two large clusters, characterized by peaks of expression at early or later exponential growth (EG). Genes which showed maximal expression in early EG were OMT1, HXK1, AMYB1, ACK1,2, CHLREDRAFT_123419, APE2, PCK1, CHLREDRAFT_195672, CIS2, TPT2 and ACLA1. Among the genes with maximal expression in later EG were SBE3, TPIC, CHLREDRAFT_137300, CHLREDRAFT_111372, PPT1 and CHLREDRAFT_122970. There were no genes detected with maximal expression at the cessation of proliferation. PCA showed that the expression profiles in the beginning EG were similar, and profiles changed drastically in the middle of exponential growth. PLS-DA revealed the difference between the beginning of EG and later periods linked to PC1 (44%), between late EG and early stationary linked to PC2 (23%) and finally between two points at the beginning of growth linked to PC3 (10%). Mapping of genes and metabolites according to their correlation revealed a graph with two clusters. The first, smaller cluster contains genes that encode plastid exporters, enzymes of starch and carbohydrates metabolism. The expression level of these genes peaked later in EG. These genes are mainly associated with metabolites such as carbohydrates, acylglycerols and fatty acids metabolism. The second cluster is larger and more diverse. It combines genes with maximum expression in the beginning of EG. The core of this cluster is formed by genes encoding enzymes of fatty acids synthesis, energy and plastic pathways, and plastid transporters. This cluster included the majority of amino acids, carboxylic acids and many fatty acids.

KW - Autotrophic growth

KW - Batch culture

KW - Chlamydomonas reinhardtii

KW - Exponential growth

KW - Gene expression

KW - MEBA

KW - PCA

KW - Plastid transporter

KW - PLS

KW - Primary metabolism

UR - http://www.scopus.com/inward/record.url?scp=85063272258&partnerID=8YFLogxK

U2 - 10.21638/spbu03.2018.110

DO - 10.21638/spbu03.2018.110

M3 - Article

VL - 63

SP - 87

EP - 99

JO - Biological Communications

JF - Biological Communications

SN - 2542-2154

IS - 1

ER -