TY - JOUR
T1 - Influence of RNA-Seq library construction, sampling methods, and tissue harvesting time on gene expression estimation
AU - Chiari, Ylenia
AU - Howard, Leif
AU - Moreno, Nickolas
AU - Relyea, Scott
AU - Dunnigan, James
AU - Boyer, Matthew C.
AU - Kardos, Marty
AU - Glaberman, Scott
AU - Luikart, Gordon
N1 - Publisher Copyright:
© 2023 The Authors. Molecular Ecology Resources published by John Wiley & Sons Ltd.
PY - 2023/5
Y1 - 2023/5
N2 - RNA sequencing (RNA-Seq) is popular for measuring gene expression in non-model organisms, including wild populations. While RNA-Seq can detect gene expression variation among wild-caught individuals and yield important insights into biological function, sampling methods can also affect gene expression estimates. We examined the influence of multiple technical variables on estimated gene expression in a non-model fish, the westslope cutthroat trout (Oncorhynchus clarkii lewisi), using two RNA-Seq library types: 3′ RNA-Seq (QuantSeq) and whole mRNA-Seq (NEB). We evaluated effects of dip netting versus electrofishing, and of harvesting tissue immediately versus 5 min after euthanasia on estimated gene expression in blood, gill, and muscle. We found no significant differences in gene expression between sampling methods or tissue collection times with either library type. When library types were compared using the same blood samples, 58% of genes detected by both NEB and QuantSeq showed significantly different expression between library types, and NEB detected 31% more genes than QuantSeq. Although the two library types recovered different numbers of genes and expression levels, results with NEB and QuantSeq were consistent in that neither library type showed differences in gene expression between sampling methods and tissue harvesting times. Our study suggests that researchers can safely rely on different fish sampling strategies in the field. In addition, while QuantSeq is more cost effective, NEB detects more expressed genes. Therefore, when it is crucial to detect as many genes as possible (especially low expressed genes), when alternative splicing is of interest, or when working with an organism lacking good genomic resources, whole mRNA-Seq is more powerful.
AB - RNA sequencing (RNA-Seq) is popular for measuring gene expression in non-model organisms, including wild populations. While RNA-Seq can detect gene expression variation among wild-caught individuals and yield important insights into biological function, sampling methods can also affect gene expression estimates. We examined the influence of multiple technical variables on estimated gene expression in a non-model fish, the westslope cutthroat trout (Oncorhynchus clarkii lewisi), using two RNA-Seq library types: 3′ RNA-Seq (QuantSeq) and whole mRNA-Seq (NEB). We evaluated effects of dip netting versus electrofishing, and of harvesting tissue immediately versus 5 min after euthanasia on estimated gene expression in blood, gill, and muscle. We found no significant differences in gene expression between sampling methods or tissue collection times with either library type. When library types were compared using the same blood samples, 58% of genes detected by both NEB and QuantSeq showed significantly different expression between library types, and NEB detected 31% more genes than QuantSeq. Although the two library types recovered different numbers of genes and expression levels, results with NEB and QuantSeq were consistent in that neither library type showed differences in gene expression between sampling methods and tissue harvesting times. Our study suggests that researchers can safely rely on different fish sampling strategies in the field. In addition, while QuantSeq is more cost effective, NEB detects more expressed genes. Therefore, when it is crucial to detect as many genes as possible (especially low expressed genes), when alternative splicing is of interest, or when working with an organism lacking good genomic resources, whole mRNA-Seq is more powerful.
KW - 3′ RNA-Seq
KW - dip netting
KW - electrofishing
KW - tissue collection time
KW - transcript length
KW - westslope cutthroat trout
KW - whole mRNA sequencing
KW - Gene Expression Profiling/methods
KW - Gene Expression
KW - Gene Library
KW - RNA, Messenger/genetics
KW - Oncorhynchus/genetics
KW - High-Throughput Nucleotide Sequencing/methods
KW - Animals
KW - RNA-Seq
KW - Tissue and Organ Harvesting
KW - Sequence Analysis, RNA/methods
UR - http://www.scopus.com/inward/record.url?scp=85148581087&partnerID=8YFLogxK
U2 - 10.1111/1755-0998.13757
DO - 10.1111/1755-0998.13757
M3 - Article
C2 - 36704853
AN - SCOPUS:85148581087
SN - 1755-098X
VL - 23
SP - 803
EP - 817
JO - Molecular Ecology Resources
JF - Molecular Ecology Resources
IS - 4
ER -