| Literature DB >> 32941127 |
Daisy B Arias1, Kevin A Gomez Pinto1, Kerry K Cooper2, Michael L Summers1.
Abstract
The cyanobacterium Nostoc punctiforme can form lipid droplets (LDs), internal inclusions containing triacylglycerols, carotenoids and alkanes. LDs are enriched for a 17 carbon-long alkane in N. punctiforme, and it has been shown that the overexpression of the aar and ado genes results in increased LD and alkane production. To identify transcriptional adaptations associated with increased alkane production, we performed comparative transcriptomic analysis of an alkane overproduction strain. RNA-seq data identified a large number of highly upregulated genes in the overproduction strain, including genes potentially involved in rRNA processing, mycosporine-glycine production and synthesis of non-ribosomal peptides, including nostopeptolide A. Other genes encoding helical carotenoid proteins, stress-induced proteins and those for microviridin synthesis were also upregulated. Construction of N. punctiforme strains with several upregulated genes or operons on multi-copy plasmids resulted in reduced alkane accumulation, indicating possible negative regulators of alkane production. A strain containing four genes for microviridin biosynthesis completely lost the ability to synthesize LDs. This strain exhibited wild-type growth and lag phase recovery under standard conditions, and slightly faster growth under high light. The transcriptional changes associated with increased alkane production identified in this work will provide the basis for future experiments designed to use cyanobacteria as a production platform for biofuel or high-value hydrophobic products.Entities:
Keywords: alkane; lipid droplets; microviridin
Year: 2020 PMID: 32941127 PMCID: PMC7660261 DOI: 10.1099/mgen.0.000432
Source DB: PubMed Journal: Microb Genom ISSN: 2057-5858
Fig. 1.Transcriptomic analysis of alkane overproduction in . (a) Volcano plot showing all significantly regulated genes in the 2 g alkane overproduction strain. (b) Boxplot representation of normalized reads (fragments per kilobase of transcript per million mapped reads; FPKM) for each replicate. Box indicates upper and lower quartile, the bar indicates the median, and the whiskers indicate the highest and lowest values excluding outliers, indicated by circles. (c) Heat map representation of gene expression with twofold differences for each replicate. All figures were generated using the CummeRbund package (v2.30.0) for R.
Differentially regulated genes mentioned in the text. Adjacent genes are indicated by highlighted text. See Tables S2 and S3 for a complete list of significant differentially regulated genes with a ≥twofold change in expression
|
Upregulated genes in the 2 g strain | ||||
|---|---|---|---|---|
|
|
|
|
|
|
|
Npun_BF041 |
AraC family transcriptional regulator |
|
5.00E−05 |
0.00134573 |
|
Npun_F0469 |
CsbD family stress response protein |
|
5.00E-05 |
0.00134573 |
|
Npun_F1277 |
Putative signal transduction histidine kinase with PAS/PAC domains |
|
0.00015 |
0.00346156 |
|
Npun_F1545 |
Protein of unknown function |
|
0.001 |
0.0156562 |
|
Npun_F2181 |
NosA; nostopepolide A synthesizing amino acid adenylation/condensation NRPS |
|
5.00E−05 |
0.00134573 |
|
Npun_F2183 |
NosC; nostopepolide A synthesizing amino acid adenylation/condensation NRPS |
|
5.00E−05 |
0.00134573 |
|
Npun_F2184 |
NosD; nostopepolide A synthesizing amino acid adenylation/condensation NRPS |
|
5.00E−05 |
0.00134573 |
|
Npun_F2189 |
Putative peptide macrocyclase/ligase, Mvd |
|
0.0001 |
0.00242941 |
|
Npun_F2191 |
Putative glycolipid lipase |
|
5.00E−05 |
0.00134573 |
|
Npun_F2192 |
Protein of unknown function |
|
0.0001 |
0.00242941 |
|
Npun_F2818 |
ABC1 kinase (ABC1K1) |
|
5.00E−05 |
0.00134573 |
|
Npun_F2819 |
Protein of unknown function |
|
0.004 |
0.0423216 |
|
Npun_F3786 |
Protein of unknown function |
|
5.00E−05 |
0.00134573 |
|
Npun_F3787 |
BON domain-containing protein (membrane attachment) |
|
5.00E−05 |
0.00134573 |
|
Npun_F3789 |
Protein of unknown function |
|
5.00E−05 |
0.00134573 |
|
Npun_F4818 |
Putative transporter |
|
5.00E−05 |
0.00134573 |
|
Npun_F4819 |
General stress response domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_F5451 |
YcnF-like stress response PRC barrel domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_F5452 |
YcnF-like stress response PRC barrel domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_F5453 |
Protein of unknown function |
|
5.00E−05 |
0.00134573 |
|
Npun_F5913 |
Orange carotenoid family protein |
|
0.0007 |
0.011825 |
|
Npun_F6242 |
Orange carotenoid family protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R0959 |
CsbD family stress response protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R0971 |
Hemerythrin domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R1332 |
Protein of unknown function |
|
0.0026 |
0.0311091 |
|
Npun_R3254 |
CsbD family stress response protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R3425 |
PKS/NRPS – beta-ketoacyl synthase |
|
5.00E−05 |
0.00134573 |
|
Npun_R3426 |
PKSNRPS – beta-ketoacyl synthase |
|
5.00E−05 |
0.00134573 |
|
Npun_R3429 |
PKS/NRPS – condensation domain-containing protein |
|
0.0011 |
0.0168906 |
|
Npun_R3430 |
PKS/NRPS – beta-ketoacyl synthase |
|
5.00E−05 |
0.00134573 |
|
Npun_R3431 |
PKS/NRPS – amino acid adenylation domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R3432 |
PKS/NRPS – beta-ketoacyl synthase |
|
5.00E−05 |
0.00134573 |
|
Npun_R3433 |
PKS/NRPS – amino acid adenylation domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R3434 |
Methyltransferase domain-containing protein |
|
0.0027 |
0.0318286 |
|
Npun_R3435 |
PKS/NRPS – condensation domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R3436 |
PKS/NRPS – amino acid adenylation domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R3438 |
PKS/NRPS – condensation domain-containing protein |
|
0.00015 |
0.00346156 |
|
Npun_R3440 |
acyl-CoA dehydrogenase domain-containing protein |
|
0.0007 |
0.011825 |
|
Npun_R3442 |
3-hydroxyacyl-CoA dehydrogenase |
|
0.0011 |
0.0168906 |
|
Npun_R3445 |
PKS/NRPS – betaketoacyl synthase |
|
5.00E−05 |
0.00134573 |
|
Npun_R3446 |
Class III aminotransferase family protein |
|
0.00375 |
0.0405359 |
|
Npun_R3449 |
Glycosyl transferase family protein |
|
0.00015 |
0.00346156 |
|
Npun_R3450 |
PKS/NRPS – amino acid adenylation domain-containing protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R3451 |
Predicted (di)oxygenase family protein |
|
0.0047 |
0.0471062 |
|
Npun_R3452 |
PKS/NRPS – AMP-dependent synthetase and ligase |
|
5.00E−05 |
0.00134573 |
|
Npun_R4091 |
SigB2 RNA polymerase sigma factor |
|
0.0004 |
0.00771465 |
|
Npun_R4582 |
Manganese-containing catalase |
|
0.0006 |
0.0104908 |
|
Npun_R5130 |
Orange carotenoid family protein |
|
5.00E−05 |
0.00134573 |
|
Npun_R6442 |
Hypothetical protein |
|
0.0025 |
0.0303676 |
|
Npun_F5066 |
Predicted non-haem iron protein |
|
0.00035 |
0.00694031 |
|
Npun_R5598 |
MysC; mycosporine-glycine ligase |
|
0.0021 |
0.0271031 |
|
Npun_R5599 |
MysB; SAM-dependent DGG O-methyltransferase |
|
0.00285 |
0.033044 |
|
Npun_R5600 |
MysA; demethyl 4-deoxygadusol (DDG) synthase |
|
0.0026 |
0.0311091 |
|
| ||||
|
|
|
|
|
|
|
Npun_F0518 |
SpoVK-like vesicle-fusing AAA+-type ATPase |
− |
5.00E−05 |
0.00134573 |
|
Npun_F0996 |
SigC – RNA polymerase sigma factor |
− |
5.00E−05 |
0.00134573 |
|
Npun_F1653 |
Magnesium-protoporphyrin IX monomethyl ester cyclase |
− |
0.00155 |
0.0215364 |
|
Npun_F3794 |
Phycobilisome linker polypeptide CpeC |
− |
5.00E−05 |
0.00134573 |
|
Npun_F3795 |
Phycobilisome linker polypeptide CpcG2 |
− |
0.0002 |
0.00437916 |
|
Npun_F4466 |
Nitrogen regulatory protein PII |
− |
5.00E−05 |
0.00134573 |
|
Npun_R0279 |
Universal stress protein domain-containing protein |
− |
5.00E−05 |
0.00134573 |
|
Npun_R0404 |
Carotenoid binding domain-containing protein |
− |
5.00E−05 |
0.00134573 |
|
Npun_R1304 |
PadR-like family transcriptional regulator |
− |
0.00245 |
0.0298208 |
|
Npun_R4883 |
Low temperature-requirement A-like protein |
− |
0.00125 |
0.0185978 |
Validation of RNA-seq by qPCR. Average fold change from the control strain for 11 selected genes showing 2-fold or higher change in the 2 g alkane overproduction strain were confirmed by independent RT-qPCR. ± standard error, n=3 unless indicated by bold numbers where n=2. Note that the Npun_F2818-Npun_F2819 qPCR primer set spanned the 26 bp intergenic region between these two genes and was therefore used to measure both
|
Gene |
RT-qPCR |
RNA-seq |
|---|---|---|
|
Npun_F1653 |
−3.43±0.61 |
−6.87 |
|
Npun_F3794 |
−8.23±0.71 |
−16.93 |
|
Npun_F3795 |
−9.04±0.80 |
−12.81 |
|
Npun_F4819 |
7.99±1.02 |
18.62 |
|
Npun_R1332 |
21.44±3.24 |
63.53 |
|
Npun_F1545 |
|
2.34 |
|
Npun_F2189 |
|
10.56 |
|
Npun_F2191 |
|
6.54 |
|
Npun_F2818 |
|
2.24 |
|
Npun_F2819 |
|
2.65 |
|
Npun_R0971 |
|
5.80 |
Percentage changes in area under the curve of FAME and alkane (C17) peaks produced during analysis by GC-MS of single and 4 g overexpressing strains relative to their respective controls. For single-gene strains, the control is the wild-type bearing pSCR119. For the 4 g strains (genes overexpressed in conjunction with Npun_R1710-1711 and Npun_F5141), the control is the 3 g strain. Numbers highlighted and in bold denote a P-value of <0.05
|
Single-gene OE |
Four-gene OE | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| |||||||||||||||
|
C17 |
C16 : 1 |
C16 : 0 |
C18 : 2 |
C18 : 3 |
C18 : 1 |
C18 : 0 |
C17 |
C16 : 1 |
C16 : 0 |
C18 : 2 |
C18 : 3 |
C18 : 1 |
C18 : 0 | ||
|
Npun_R0971 |
1.8 |
|
8.2 |
−3.9 |
|
|
|
Npun_R0971 |
−2.5 |
−0.1 |
0.9 |
−0.6 |
1.1 |
0.6 |
0.7 |
|
Npun_F1545 |
3.5 |
|
4.3 |
1.0 |
|
|
6.0 |
Npun_F1545 |
−8.1 |
0.7 |
|
−0.4 |
0.8 |
0.5 |
0.6 |
|
Npun_R5066 |
1.6 |
−1.6 |
|
−3.4 |
|
|
3.6 |
Npun_R5066 |
−4.5 |
0.3 |
0.5 |
1.6 |
0.6 |
−0.5 |
|
|
Npun_R6442 |
2.7 |
−0.5 |
1.2 |
−1.7 |
−3.6 |
−0.3 |
2.2 |
Npun_R6442 |
2.3 |
−0.5 |
−1.7 |
0.2 |
−0.2 |
|
0.4 |
|
Npun_F2189 |
2.2 |
−0.2 |
1.8 |
−1.7 |
−3.9 |
0.4 |
1.4 |
Npun_F2189 |
−1.3 |
|
0.5 |
0.2 |
−0.2 |
−0.1 |
0.0 |
|
Npun_F2818-19 |
1.9 |
2.1 |
−0.5 |
3.4 |
−3.9 |
|
−1.9 |
Npun_F2818-19 |
|
|
1.7 |
0.8 |
|
0.5 |
0.8 |
|
Npun_F2191 |
0.4 |
0.4 |
2.4 |
−0.9 |
−3.4 |
0.2 |
0.8 | ||||||||
|
Npun_F2189-92 |
0.6 |
0.3 |
2.5 |
−0.7 |
−0.3 |
−0.5 |
−1.9 | ||||||||
|
Npun_R1848 |
0.0 |
−0.4 |
−0.5 |
1.5 |
−1.4 |
−0.3 |
1.2 | ||||||||
|
Npun_F5598−00 |
1.8 |
0.6 |
|
1.0 |
−1.2 |
−0.1 |
0.6 | ||||||||
|
| |||||||||||||||
|
Npun_R0971 |
−1.0 |
0.8 |
|
0.7 |
−0.5 |
|
1.2 |
Npun_R0971 |
−2.2 |
0.1 |
0.9 |
0.6 |
−0.3 |
0.3 |
0.6 |
|
Npun_F1545 |
|
−0.7 |
|
|
|
|
0.7 |
Npun_F1545 |
−3.2 |
−0.4 |
0.6 |
0.9 |
−0.2 |
0.2 |
0.4 |
|
Npun_R5066 |
−0.1 |
0.9 |
0.2 |
|
|
0.1 |
2.3 |
Npun_R5066 |
−5.2 |
−0.9 |
1.1 |
1.4 |
1.1 |
0.3 |
2.2 |
|
Npun_R6442 |
−2.3 |
0.9 |
0.3 |
−0.9 |
−0.2 |
|
1.8 |
Npun_R6442 |
|
1 |
|
|
|
|
|
|
Npun_F2189 |
0.3 |
−0.4 |
|
|
−0.8 |
|
|
Npun_F2189 |
|
0 |
3.0 |
1.2 |
|
|
|
|
Npun_F2818-19 |
−1.4 |
|
|
0.9 |
|
|
−1.6 |
Npun_F2818-19 |
|
|
2.8 |
|
|
|
2.0 |
|
Npun_F2191 |
0.2 |
2.2 |
|
1.7 |
−0.8 |
0.4 |
0.4 | ||||||||
|
Npun_F2189-92 |
1.4 |
1.4 |
0.2 |
−2.1 |
1.8 |
|
| ||||||||
|
Npun_R1848 |
−1.9 |
−0.6 |
|
−2.9 |
−0.1 |
0.0 |
0.5 | ||||||||
|
Npun_F5598−00 |
0.6 |
−0.3 |
0.3 |
|
|
|
0.7 | ||||||||
|
| |||||||||||||||
|
Npun_F2191 |
0.9 |
0.0 |
−0.2 |
1.0 |
−0.3 |
0.0 |
−1.4 |
Npun_F2818-19 |
|
|
|
|
|
0.2 |
1.8 |
|
Npun_F2189-92 |
3.7 |
|
−3.6 |
0.7 |
−0.7 |
0.0 |
−3.5 | ||||||||
|
| |||||||||||||||
|
Npun_F2191 |
2.4 |
1.5 |
−2.6 |
1.0 |
0.0 |
0.6 |
−3.0 |
Npun_F2818-19 |
3.5 |
−1.7 |
−0.5 |
−1.1 |
−0.4 |
0.1 |
0.1 |
|
Npun_F2189-92 |
−5.5 |
−1.1 |
2.9 |
0.4 |
0.0 |
0.5 |
2.8 | ||||||||
*Denotes a P-value of <0.01.
Fig. 2.Fluorescent micrographs of BODIPY-stained strains of .
Fig. 3.Growth of the strain bearing Npun_F2189-2192 after 4 and 8 days of high light (white bars) relative to a pSCR119 wild-type control (black bars). Chlorophyll a concentrations were determined from extractions from entire culture flasks to minimize sampling error. n=3, ±standard error.