Understanding how plants respond to microgravity is critical to providing fresh food during space exploration initiatives. Researchers compared two methods – RNA-Seq and microarray — of analyzing which genes are expressed (the ‘transcriptome’) in plant tissue, specifically in the root tip. The results reveal how plants adapt to the microgravity space environment and can help guide research needed for the successful utilization of plants in future exploration initiatives.
Astronauts in low-earth orbit could use a fresh salad to brighten up all those freeze-dried meals. But the microgravity space environment can affect plant growth in ways we’re only beginning to understand. In research presented in a recent issue of Applications in Plant Sciences, Drs. Anna-Lisa Paul and Robert Ferl, and colleagues at the University of Florida Space Plants Lab, showed that two different transcriptomic approaches could feasibly be used to understand how subcomponents of plant organs respond to the space environment.
RNA-Seq and microarray chips are two methods of analyzing which genes are expressed (the “transcriptome”) in a given tissue. Both techniques quantify mRNA transcripts, the intermediary molecule between genes and the proteins those genes encode, which provides a wealth of information about how an organism is responding to environmental cues. “When we look at tissue preserved from plants that have grown their entire lives on the space station, we can see into the underlying mechanisms they are using to physiologically adapt to that novel environment,” said Dr. Paul, the corresponding author on the study. “In other words, what metabolic ‘tools’ they are engaging to adjust.”
Both RNA-Seq and microarray chips can be adapted to use very small tissue samples, which is important considering the extreme expense of conducting spaceflight experiments. However, the two techniques differ in important ways. Microarray requires the design of a chip to probe expression of known genes, while RNA-Seq involves sequencing total RNA without regard for particular candidate RNA transcripts. In line with previous studies, the authors found that the two methods each had relative advantages. RNA-Seq picked up on expression of many more genes, including poorly known genes, while microarray detected some potentially important candidate genes relevant to spaceflight that were expressed at low levels, which RNA-Seq did not detect.
Comparison of differentially expressed genes
in root Zone 2 vs. Zone 1 by RNA‐Seq and microarray

The Venn diagram shows the overlap between differentially expressed genes from RNA‐Seq and microarray data at log2 FC ≥1 or ≤1 (A), log2 FC ≥2 or ≤2 (B), and log2 FC ≥4 or ≤4 (C). Numbers indicated in the Venn circles are the differentially expressed genes exclusive to each technique at that fold level, whereas the numbers in the inner circles indicate the subset of genes truly unique to RNA‐Seq or microarray and not found in the other technique. Differentially expressed transcripts were identified using a log2 FC at FDR < 0.01.
Transcriptomics can also be used to show how different tissues in the same organism respond to the same stimulus. The authors compared gene expression in two root zones, based on work by the first author, Dr. Aparna Krishnamurthy. “One of Dr. Krishnamurthy’s post-doctoral projects was to optimize an approach that would allow us to look into the transcriptome of two of the most interesting regions of the root tip — the very tip, which houses the root cap and meristematic zone, and then slightly behind the tip, where elongation occurs,” said Dr. Paul. “The root tip is the ‘brain’ of the plant root. The cells within the first half of a millimeter are responsible for sensing and processing most of the information that the plant root gathers from its environment — detecting the pull of gravity (or its lack), the direction of light, the path to water and minerals, and so on.”
Understanding how plants respond to the space environment is critical to successfully providing fresh food to astronauts. “The information gained by the spaceflight and exploration research community today will guide the plant biology and habitat engineering required for the successful utilization of plants in future exploration initiatives,” said Dr. Paul. In the near future, the need for a little greenery will be more pressing: plants grown in space can provide fresh, healthy food, oxygen, and a little slice of home to increasing numbers of people cooped up in space stations, on long voyages, or someday, on other planets.
Source – Botanical Society of America
Krishnamurthy A, Ferl RJ, Paul AL. (2018) Comparing RNA-Seq and microarray gene expression data in two zones of the Arabidopsis root apex relevant to spaceflight. Appl Plant Sci 6(11):e01197. [article]
Understanding how plants respond to microgravity is critical to providing fresh food during space exploration initiatives. Researchers compared two methods – RNA-Seq and microarray — of analyzing which genes are expressed (the ‘transcriptome’) in plant tissue, specifically in the root tip. The results reveal how plants adapt to the microgravity space environment and can help guide research needed for the successful utilization of plants in future exploration initiatives.
Astronauts in low-earth orbit could use a fresh salad to brighten up all those freeze-dried meals. But the microgravity space environment can affect plant growth in ways we’re only beginning to understand. In research presented in a recent issue of Applications in Plant Sciences, Drs. Anna-Lisa Paul and Robert Ferl, and colleagues at the University of Florida Space Plants Lab, showed that two different transcriptomic approaches could feasibly be used to understand how subcomponents of plant organs respond to the space environment.
RNA-Seq and microarray chips are two methods of analyzing which genes are expressed (the “transcriptome”) in a given tissue. Both techniques quantify mRNA transcripts, the intermediary molecule between genes and the proteins those genes encode, which provides a wealth of information about how an organism is responding to environmental cues. “When we look at tissue preserved from plants that have grown their entire lives on the space station, we can see into the underlying mechanisms they are using to physiologically adapt to that novel environment,” said Dr. Paul, the corresponding author on the study. “In other words, what metabolic ‘tools’ they are engaging to adjust.”
Both RNA-Seq and microarray chips can be adapted to use very small tissue samples, which is important considering the extreme expense of conducting spaceflight experiments. However, the two techniques differ in important ways. Microarray requires the design of a chip to probe expression of known genes, while RNA-Seq involves sequencing total RNA without regard for particular candidate RNA transcripts. In line with previous studies, the authors found that the two methods each had relative advantages. RNA-Seq picked up on expression of many more genes, including poorly known genes, while microarray detected some potentially important candidate genes relevant to spaceflight that were expressed at low levels, which RNA-Seq did not detect.
Comparison of differentially expressed genes
in root Zone 2 vs. Zone 1 by RNA‐Seq and microarray
The Venn diagram shows the overlap between differentially expressed genes from RNA‐Seq and microarray data at log2 FC ≥1 or ≤1 (A), log2 FC ≥2 or ≤2 (B), and log2 FC ≥4 or ≤4 (C). Numbers indicated in the Venn circles are the differentially expressed genes exclusive to each technique at that fold level, whereas the numbers in the inner circles indicate the subset of genes truly unique to RNA‐Seq or microarray and not found in the other technique. Differentially expressed transcripts were identified using a log2 FC at FDR < 0.01.
Transcriptomics can also be used to show how different tissues in the same organism respond to the same stimulus. The authors compared gene expression in two root zones, based on work by the first author, Dr. Aparna Krishnamurthy. “One of Dr. Krishnamurthy’s post-doctoral projects was to optimize an approach that would allow us to look into the transcriptome of two of the most interesting regions of the root tip — the very tip, which houses the root cap and meristematic zone, and then slightly behind the tip, where elongation occurs,” said Dr. Paul. “The root tip is the ‘brain’ of the plant root. The cells within the first half of a millimeter are responsible for sensing and processing most of the information that the plant root gathers from its environment — detecting the pull of gravity (or its lack), the direction of light, the path to water and minerals, and so on.”
Understanding how plants respond to the space environment is critical to successfully providing fresh food to astronauts. “The information gained by the spaceflight and exploration research community today will guide the plant biology and habitat engineering required for the successful utilization of plants in future exploration initiatives,” said Dr. Paul. In the near future, the need for a little greenery will be more pressing: plants grown in space can provide fresh, healthy food, oxygen, and a little slice of home to increasing numbers of people cooped up in space stations, on long voyages, or someday, on other planets.
Source – Botanical Society of America
Krishnamurthy A, Ferl RJ, Paul AL. (2018) Comparing RNA-Seq and microarray gene expression data in two zones of the Arabidopsis root apex relevant to spaceflight. Appl Plant Sci 6(11):e01197. [article]
Related Posts
Heart failure reshapes bone marrow to create inflammation-related immune memory
Overlooked DNA regions surrounding ‘microexons’ hold missing pieces of autism’s genetic puzzle
An anti-senescence gene may fight spinal disc deterioration
Scientists identify the neuroblastoma cells that signal poor outcomes
Urine test may improve bladder cancer diagnosis and guide treatment decisions
Tracing 700 million years of cell evolution
RNA-Seq reveals a new way the developing heart controls its growth
The Human RNome Project Consortium seeks to publish first-ever complete sequence of the body’s RNA
Unmasking “zombie cells” in aging tissue with an AI-powered barcode
RNA variant imaging for cancer diagnosis
Autism-risk mutations reveal two opposing patterns of brain gene activity
Avoiding a sticky situation: how cells stop messenger RNAs from clumping together
RNA Sequencing identifies new tick-borne virus that causes flu-like illness
Worm’s radical transformation shows metamorphosis can change the functions of cells
RNA sequencing reveals functional chimeric mRNAs in mammalian immunity
Atlas of the brain’s striatum could guide researchers to new drug treatments
Immune cells offer insights on billion-dollar virus
A functionally integrated cross-tissue alternative splicing program during short-term calorie restriction
Dietary oxidized plant sterol shifts macrophage state to fuel aortic inflammation
Unlocking the past – new method helps gain insights into old tissue
Understanding how plants respond to microgravity is critical to providing fresh food during space exploration initiatives. Researchers compared two methods – RNA-Seq and microarray — of analyzing which genes are expressed (the ‘transcriptome’) in plant tissue, specifically in the root tip. The results reveal how plants adapt to the microgravity space environment and can help guide research needed for the successful utilization of plants in future exploration initiatives.
Astronauts in low-earth orbit could use a fresh salad to brighten up all those freeze-dried meals. But the microgravity space environment can affect plant growth in ways we’re only beginning to understand. In research presented in a recent issue of Applications in Plant Sciences, Drs. Anna-Lisa Paul and Robert Ferl, and colleagues at the University of Florida Space Plants Lab, showed that two different transcriptomic approaches could feasibly be used to understand how subcomponents of plant organs respond to the space environment.
RNA-Seq and microarray chips are two methods of analyzing which genes are expressed (the “transcriptome”) in a given tissue. Both techniques quantify mRNA transcripts, the intermediary molecule between genes and the proteins those genes encode, which provides a wealth of information about how an organism is responding to environmental cues. “When we look at tissue preserved from plants that have grown their entire lives on the space station, we can see into the underlying mechanisms they are using to physiologically adapt to that novel environment,” said Dr. Paul, the corresponding author on the study. “In other words, what metabolic ‘tools’ they are engaging to adjust.”
Both RNA-Seq and microarray chips can be adapted to use very small tissue samples, which is important considering the extreme expense of conducting spaceflight experiments. However, the two techniques differ in important ways. Microarray requires the design of a chip to probe expression of known genes, while RNA-Seq involves sequencing total RNA without regard for particular candidate RNA transcripts. In line with previous studies, the authors found that the two methods each had relative advantages. RNA-Seq picked up on expression of many more genes, including poorly known genes, while microarray detected some potentially important candidate genes relevant to spaceflight that were expressed at low levels, which RNA-Seq did not detect.
Comparison of differentially expressed genes
in root Zone 2 vs. Zone 1 by RNA‐Seq and microarray
The Venn diagram shows the overlap between differentially expressed genes from RNA‐Seq and microarray data at log2 FC ≥1 or ≤1 (A), log2 FC ≥2 or ≤2 (B), and log2 FC ≥4 or ≤4 (C). Numbers indicated in the Venn circles are the differentially expressed genes exclusive to each technique at that fold level, whereas the numbers in the inner circles indicate the subset of genes truly unique to RNA‐Seq or microarray and not found in the other technique. Differentially expressed transcripts were identified using a log2 FC at FDR < 0.01.
Transcriptomics can also be used to show how different tissues in the same organism respond to the same stimulus. The authors compared gene expression in two root zones, based on work by the first author, Dr. Aparna Krishnamurthy. “One of Dr. Krishnamurthy’s post-doctoral projects was to optimize an approach that would allow us to look into the transcriptome of two of the most interesting regions of the root tip — the very tip, which houses the root cap and meristematic zone, and then slightly behind the tip, where elongation occurs,” said Dr. Paul. “The root tip is the ‘brain’ of the plant root. The cells within the first half of a millimeter are responsible for sensing and processing most of the information that the plant root gathers from its environment — detecting the pull of gravity (or its lack), the direction of light, the path to water and minerals, and so on.”
Understanding how plants respond to the space environment is critical to successfully providing fresh food to astronauts. “The information gained by the spaceflight and exploration research community today will guide the plant biology and habitat engineering required for the successful utilization of plants in future exploration initiatives,” said Dr. Paul. In the near future, the need for a little greenery will be more pressing: plants grown in space can provide fresh, healthy food, oxygen, and a little slice of home to increasing numbers of people cooped up in space stations, on long voyages, or someday, on other planets.
Source – Botanical Society of America
Krishnamurthy A, Ferl RJ, Paul AL. (2018) Comparing RNA-Seq and microarray gene expression data in two zones of the Arabidopsis root apex relevant to spaceflight. Appl Plant Sci 6(11):e01197. [article]
Related Posts
Heart failure reshapes bone marrow to create inflammation-related immune memory
Overlooked DNA regions surrounding ‘microexons’ hold missing pieces of autism’s genetic puzzle
An anti-senescence gene may fight spinal disc deterioration
Scientists identify the neuroblastoma cells that signal poor outcomes
Urine test may improve bladder cancer diagnosis and guide treatment decisions
Tracing 700 million years of cell evolution
RNA-Seq reveals a new way the developing heart controls its growth
The Human RNome Project Consortium seeks to publish first-ever complete sequence of the body’s RNA
Unmasking “zombie cells” in aging tissue with an AI-powered barcode
RNA variant imaging for cancer diagnosis
Autism-risk mutations reveal two opposing patterns of brain gene activity
Avoiding a sticky situation: how cells stop messenger RNAs from clumping together
RNA Sequencing identifies new tick-borne virus that causes flu-like illness
Worm’s radical transformation shows metamorphosis can change the functions of cells
RNA sequencing reveals functional chimeric mRNAs in mammalian immunity
Atlas of the brain’s striatum could guide researchers to new drug treatments
Immune cells offer insights on billion-dollar virus
A functionally integrated cross-tissue alternative splicing program during short-term calorie restriction
Dietary oxidized plant sterol shifts macrophage state to fuel aortic inflammation
Unlocking the past – new method helps gain insights into old tissue
Stay Connected
Submit a Post to the Blog
Recent Posts
Subscribe to the RNA-Seq Blog
RNA-Seq Products & Services