PANDORA sequencing method can detect once-undetectable small RNAs
A team led by a biomedical scientist at the University of California, Riverside, has developed a new RNA-sequencing method— “Panoramic RNA Display by Overcoming RNA Modification Aborted Sequencing,” or PANDORA-seq — that can help discover numerous modified small RNAs that were previously undetectable.
RNA plays a central role in decoding the genetic information in DNA to sustain an organism’s life. It is generally known as the intermediate molecule used to synthesize proteins from DNA. Cells are full of RNA molecules in complex and diverse forms, two main types being ribosomal RNA, or rRNA; and transfer RNA, or tRNA; which are involved in the synthesis of proteins.
Discovering more ‘RNA code’ by PANDORA-seq (right optic) compared to traditional RNA-seq (left optic). (UCR/Qi Chen lab)
Small RNAs play essential roles in health and diseases, including cancer, diabetes, neurological diseases, and infertility. Examples of small RNAs are microRNA; piwi-interacting RNA, or piRNA; and tRNA-derived small RNA, or tsRNA. Small RNAs can get modified by chemical groups and thus acquire new functions.
The development of high-throughput RNA sequencing technologies — useful for examining the quantity and sequences of RNA in a biological sample — has uncovered an expanding repertoire of small RNA populations that fine-tune gene expression and protect genomes.
“PANDORA-seq can be widely used to profile small RNA landscapes in various physiological and disease conditions to facilitate the discovery of key regulatory small RNAs involved in these conditions,” said Qi Chen, an assistant professor of biomedical sciences in the UCR School of Medicine, who led the study published today in Nature Cell Biology. “Modified small RNAs wear an ‘invisibility cloak’ that prevents them from being detected by traditional RNA-sequencing methods. How many such modified RNAs are there? What is the origin of their sequences? And what exactly is their biological function? These are questions PANDORA-seq may be able to answer.”
PANDORA-seq employs a stepwise enzymatic treatment to remove key RNA modifications, which then takes off the invisibility cloak used by the modified small RNAs.
“PANDORA-seq has opened Pandora’s box of small RNAs,” said Tong Zhou, a bioinformatician at the University of Nevada, Reno School of Medicine and a co-corresponding author of the study. “We can now dance with these once invisible partners in the RNA ballroom.”
According to Chen, PANDORA-seq uncovers a surprising small-RNA landscape that is dominated by tsRNAs and rRNA-derived small RNAs, or rsRNAs, rather than microRNAs, which were previously believed to dominate many mammalian tissues and cells.
“With PANDORA-seq, we found unprecedented microRNA/tsRNA/rsRNA dynamics when somatic cells are reprogrammed to induced pluripotent stem cells, which are generated by adult cells and have properties similar to those of embryonic stem cells, making them capable of differentiating into all cell types of the body,” said Sihem Cheloufi, an assistant professor of biochemistry at UCR and a co-corresponding author of the paper. “Some tsRNAs and rsRNAs can impact protein synthesis and even affect lineage differentiation in embryonic stem cells.”
Schematic overview of PANDORA-seq
a, Schematics of the RNA properties (terminal and internal modifications) and key steps (adapter ligation and reverse transcription) of traditional RNA-seq, AlkB-facilitated RNA-seq, T4PNK-facilitated RNA-seq and PANDORA-seq. b, Schematic of the detection capacities of the abovementioned RNA-seq protocols from a small RNA pool.
Chen explained the current best-studied classes of small RNAs in mammals are microRNAs, which are abundant in mammalian somatic cells and control the kind and amount of proteins the cells make; and piRNAs, which are mainly expressed in the testis and modulate germ cell development.
“Currently, these small RNAs can be comprehensively profiled by high-throughput methods such as RNA sequencing,” he said. “However, the widely used small RNA sequencing protocols have intrinsic limitations, which prevent certain modified small noncoding RNAs from being detected during RNA sequencing. PANDORA-seq overcomes these limitations.”
Junchao Shi, a doctoral student working in Chen’s lab and the research paper’s first author is enthusiastic about the use of PANDORA-seq.
“The new method could revolutionize the view of small RNA landscapes,” he said. “Frankly, all previous studies using traditional RNA-sequencing may now need to be revisited.”
Cheloufi said the team now wants to understand how tsRNA/rsRNA are generated, how they function in stem cells, and how they orchestrate cell fate decisions during development.
“Answers to these questions are timely to develop diagnostic tools, identify therapeutic targets, and advance regenerative medicine,” she said.
While developing PANDORA-seq, Chen was reminded of the parable of the blind men and the elephant, which teaches truth is only revealed when various parts come together.
“We sometimes forget the big picture, being focused on just a small part of it,” he said. “Perhaps the only way to arrive at total truth — the big picture — is to push against our boundary of knowledge and confirm the revealed truth with newly devised technology.”
“It is fascinating to observe down the lenses of a microscope in the lab the profound cell fate change during cellular reprogramming and differentiation,” said Reuben Franklin, a doctoral student in Cheloufi’s lab and a coauthor on the study. “But PANDORA-seq allows us to eavesdrop on the molecular players during these processes.”
Shi J, Zhang Y, Tan D et al. (2021) PANDORA-seq expands the repertoire of regulatory small RNAs by overcoming RNA modifications.Nat Cell Biol [Epub ahead of print]. [abstract]
A team led by a biomedical scientist at the University of California, Riverside, has developed a new RNA-sequencing method— “Panoramic RNA Display by Overcoming RNA Modification Aborted Sequencing,” or PANDORA-seq — that can help discover numerous modified small RNAs that were previously undetectable.
RNA plays a central role in decoding the genetic information in DNA to sustain an organism’s life. It is generally known as the intermediate molecule used to synthesize proteins from DNA. Cells are full of RNA molecules in complex and diverse forms, two main types being ribosomal RNA, or rRNA; and transfer RNA, or tRNA; which are involved in the synthesis of proteins.
Discovering more ‘RNA code’ by PANDORA-seq (right optic) compared to traditional RNA-seq (left optic). (UCR/Qi Chen lab)
Small RNAs play essential roles in health and diseases, including cancer, diabetes, neurological diseases, and infertility. Examples of small RNAs are microRNA; piwi-interacting RNA, or piRNA; and tRNA-derived small RNA, or tsRNA. Small RNAs can get modified by chemical groups and thus acquire new functions.
The development of high-throughput RNA sequencing technologies — useful for examining the quantity and sequences of RNA in a biological sample — has uncovered an expanding repertoire of small RNA populations that fine-tune gene expression and protect genomes.
“PANDORA-seq can be widely used to profile small RNA landscapes in various physiological and disease conditions to facilitate the discovery of key regulatory small RNAs involved in these conditions,” said Qi Chen, an assistant professor of biomedical sciences in the UCR School of Medicine, who led the study published today in Nature Cell Biology. “Modified small RNAs wear an ‘invisibility cloak’ that prevents them from being detected by traditional RNA-sequencing methods. How many such modified RNAs are there? What is the origin of their sequences? And what exactly is their biological function? These are questions PANDORA-seq may be able to answer.”
PANDORA-seq employs a stepwise enzymatic treatment to remove key RNA modifications, which then takes off the invisibility cloak used by the modified small RNAs.
“PANDORA-seq has opened Pandora’s box of small RNAs,” said Tong Zhou, a bioinformatician at the University of Nevada, Reno School of Medicine and a co-corresponding author of the study. “We can now dance with these once invisible partners in the RNA ballroom.”
According to Chen, PANDORA-seq uncovers a surprising small-RNA landscape that is dominated by tsRNAs and rRNA-derived small RNAs, or rsRNAs, rather than microRNAs, which were previously believed to dominate many mammalian tissues and cells.
“With PANDORA-seq, we found unprecedented microRNA/tsRNA/rsRNA dynamics when somatic cells are reprogrammed to induced pluripotent stem cells, which are generated by adult cells and have properties similar to those of embryonic stem cells, making them capable of differentiating into all cell types of the body,” said Sihem Cheloufi, an assistant professor of biochemistry at UCR and a co-corresponding author of the paper. “Some tsRNAs and rsRNAs can impact protein synthesis and even affect lineage differentiation in embryonic stem cells.”
Schematic overview of PANDORA-seq
a, Schematics of the RNA properties (terminal and internal modifications) and key steps (adapter ligation and reverse transcription) of traditional RNA-seq, AlkB-facilitated RNA-seq, T4PNK-facilitated RNA-seq and PANDORA-seq. b, Schematic of the detection capacities of the abovementioned RNA-seq protocols from a small RNA pool.
Chen explained the current best-studied classes of small RNAs in mammals are microRNAs, which are abundant in mammalian somatic cells and control the kind and amount of proteins the cells make; and piRNAs, which are mainly expressed in the testis and modulate germ cell development.
“Currently, these small RNAs can be comprehensively profiled by high-throughput methods such as RNA sequencing,” he said. “However, the widely used small RNA sequencing protocols have intrinsic limitations, which prevent certain modified small noncoding RNAs from being detected during RNA sequencing. PANDORA-seq overcomes these limitations.”
Junchao Shi, a doctoral student working in Chen’s lab and the research paper’s first author is enthusiastic about the use of PANDORA-seq.
“The new method could revolutionize the view of small RNA landscapes,” he said. “Frankly, all previous studies using traditional RNA-sequencing may now need to be revisited.”
Cheloufi said the team now wants to understand how tsRNA/rsRNA are generated, how they function in stem cells, and how they orchestrate cell fate decisions during development.
“Answers to these questions are timely to develop diagnostic tools, identify therapeutic targets, and advance regenerative medicine,” she said.
While developing PANDORA-seq, Chen was reminded of the parable of the blind men and the elephant, which teaches truth is only revealed when various parts come together.
“We sometimes forget the big picture, being focused on just a small part of it,” he said. “Perhaps the only way to arrive at total truth — the big picture — is to push against our boundary of knowledge and confirm the revealed truth with newly devised technology.”
“It is fascinating to observe down the lenses of a microscope in the lab the profound cell fate change during cellular reprogramming and differentiation,” said Reuben Franklin, a doctoral student in Cheloufi’s lab and a coauthor on the study. “But PANDORA-seq allows us to eavesdrop on the molecular players during these processes.”
Shi J, Zhang Y, Tan D et al. (2021) PANDORA-seq expands the repertoire of regulatory small RNAs by overcoming RNA modifications.Nat Cell Biol [Epub ahead of print]. [abstract]
A team led by a biomedical scientist at the University of California, Riverside, has developed a new RNA-sequencing method— “Panoramic RNA Display by Overcoming RNA Modification Aborted Sequencing,” or PANDORA-seq — that can help discover numerous modified small RNAs that were previously undetectable.
RNA plays a central role in decoding the genetic information in DNA to sustain an organism’s life. It is generally known as the intermediate molecule used to synthesize proteins from DNA. Cells are full of RNA molecules in complex and diverse forms, two main types being ribosomal RNA, or rRNA; and transfer RNA, or tRNA; which are involved in the synthesis of proteins.
Discovering more ‘RNA code’ by PANDORA-seq (right optic) compared to traditional RNA-seq (left optic). (UCR/Qi Chen lab)
Small RNAs play essential roles in health and diseases, including cancer, diabetes, neurological diseases, and infertility. Examples of small RNAs are microRNA; piwi-interacting RNA, or piRNA; and tRNA-derived small RNA, or tsRNA. Small RNAs can get modified by chemical groups and thus acquire new functions.
The development of high-throughput RNA sequencing technologies — useful for examining the quantity and sequences of RNA in a biological sample — has uncovered an expanding repertoire of small RNA populations that fine-tune gene expression and protect genomes.
PANDORA-seq employs a stepwise enzymatic treatment to remove key RNA modifications, which then takes off the invisibility cloak used by the modified small RNAs.
According to Chen, PANDORA-seq uncovers a surprising small-RNA landscape that is dominated by tsRNAs and rRNA-derived small RNAs, or rsRNAs, rather than microRNAs, which were previously believed to dominate many mammalian tissues and cells.
Schematic overview of PANDORA-seq
a, Schematics of the RNA properties (terminal and internal modifications) and key steps (adapter ligation and reverse transcription) of traditional RNA-seq, AlkB-facilitated RNA-seq, T4PNK-facilitated RNA-seq and PANDORA-seq. b, Schematic of the detection capacities of the abovementioned RNA-seq protocols from a small RNA pool.
Chen explained the current best-studied classes of small RNAs in mammals are microRNAs, which are abundant in mammalian somatic cells and control the kind and amount of proteins the cells make; and piRNAs, which are mainly expressed in the testis and modulate germ cell development.
Junchao Shi, a doctoral student working in Chen’s lab and the research paper’s first author is enthusiastic about the use of PANDORA-seq.
Cheloufi said the team now wants to understand how tsRNA/rsRNA are generated, how they function in stem cells, and how they orchestrate cell fate decisions during development.
While developing PANDORA-seq, Chen was reminded of the parable of the blind men and the elephant, which teaches truth is only revealed when various parts come together.
Source – UC Riverside
Shi J, Zhang Y, Tan D et al. (2021) PANDORA-seq expands the repertoire of regulatory small RNAs by overcoming RNA modifications. Nat Cell Biol [Epub ahead of print]. [abstract]
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A team led by a biomedical scientist at the University of California, Riverside, has developed a new RNA-sequencing method— “Panoramic RNA Display by Overcoming RNA Modification Aborted Sequencing,” or PANDORA-seq — that can help discover numerous modified small RNAs that were previously undetectable.
RNA plays a central role in decoding the genetic information in DNA to sustain an organism’s life. It is generally known as the intermediate molecule used to synthesize proteins from DNA. Cells are full of RNA molecules in complex and diverse forms, two main types being ribosomal RNA, or rRNA; and transfer RNA, or tRNA; which are involved in the synthesis of proteins.
Discovering more ‘RNA code’ by PANDORA-seq (right optic) compared to traditional RNA-seq (left optic). (UCR/Qi Chen lab)
Small RNAs play essential roles in health and diseases, including cancer, diabetes, neurological diseases, and infertility. Examples of small RNAs are microRNA; piwi-interacting RNA, or piRNA; and tRNA-derived small RNA, or tsRNA. Small RNAs can get modified by chemical groups and thus acquire new functions.
The development of high-throughput RNA sequencing technologies — useful for examining the quantity and sequences of RNA in a biological sample — has uncovered an expanding repertoire of small RNA populations that fine-tune gene expression and protect genomes.
PANDORA-seq employs a stepwise enzymatic treatment to remove key RNA modifications, which then takes off the invisibility cloak used by the modified small RNAs.
According to Chen, PANDORA-seq uncovers a surprising small-RNA landscape that is dominated by tsRNAs and rRNA-derived small RNAs, or rsRNAs, rather than microRNAs, which were previously believed to dominate many mammalian tissues and cells.
Schematic overview of PANDORA-seq
a, Schematics of the RNA properties (terminal and internal modifications) and key steps (adapter ligation and reverse transcription) of traditional RNA-seq, AlkB-facilitated RNA-seq, T4PNK-facilitated RNA-seq and PANDORA-seq. b, Schematic of the detection capacities of the abovementioned RNA-seq protocols from a small RNA pool.
Chen explained the current best-studied classes of small RNAs in mammals are microRNAs, which are abundant in mammalian somatic cells and control the kind and amount of proteins the cells make; and piRNAs, which are mainly expressed in the testis and modulate germ cell development.
Junchao Shi, a doctoral student working in Chen’s lab and the research paper’s first author is enthusiastic about the use of PANDORA-seq.
Cheloufi said the team now wants to understand how tsRNA/rsRNA are generated, how they function in stem cells, and how they orchestrate cell fate decisions during development.
While developing PANDORA-seq, Chen was reminded of the parable of the blind men and the elephant, which teaches truth is only revealed when various parts come together.
Source – UC Riverside
Shi J, Zhang Y, Tan D et al. (2021) PANDORA-seq expands the repertoire of regulatory small RNAs by overcoming RNA modifications. Nat Cell Biol [Epub ahead of print]. [abstract]
Related Posts
Avoiding a sticky situation: how cells stop messenger RNAs from clumping together
New AI approaches to help understand complex biological data
Short-read RNA-seq yields lower estimates of A-to-I RNA editing levels than long-read cDNA sequencing
qMAP reveals RNA fragmentation patterns linked to development and disease
Urine microRNAs may help distinguish bacterial from viral infections in children
Benchmarking RNA sequencing for more accurate alternative splicing analysis
RNA Sequencing identifies new tick-borne virus that causes flu-like illness
Small RNA sequencing reveals regulatory roles for sdRNAs in acute myeloid leukemia
POND-seq enables non-destructive RNA sequencing in living cells
Worm’s radical transformation shows metamorphosis can change the functions of cells
New method allows scientists to follow gene activity over time in the same cells
Single-cell and single-embryo RNA sequencing
RNA sequencing reveals functional chimeric mRNAs in mammalian immunity
Deep learning improves microRNA target prediction from sequence
Atlas of the brain’s striatum could guide researchers to new drug treatments
scLS – a computationally efficient differentially expressed gene detection algorithm
Spatial mapping of RNA turnover kinetics in the mouse brain
Immune cells offer insights on billion-dollar virus
SPIDER improves spatial transcriptomics data using single-cell RNA sequencing
Ultrafast and reference-free sequence discovery in single-cell data
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