TY - JOUR
T1 - Bioinformatics Pipeline to Analyze lncRNA Arrays
AU - Todoerti, Katia
AU - Ronchetti, Domenica
AU - Manzoni, Martina
AU - Taiana, Elisa
AU - Neri, Antonino
AU - Agnelli, Luca
PY - 2021
Y1 - 2021
N2 - Despite the fact that next-generation sequencing approaches, in particular RNA sequencing, provide deep genome-wide expression data that allow both careful annotations/mapping of long noncoding RNA (lncRNA) molecules and de-novo sequencing, lncRNA expression studies by microarray is a still cost-effective procedure that could allow to have a landscape of the most characterized lncRNA species. However, microarray design does not always correctly address the overlap between coding and noncoding samples to discriminate between the original transcript source. In order to overcome this issue, in this chapter we present a bioinformatics pipeline that enables accurate annotation of GeneChip® microarrays, to date the most commonly adopted among the commercial solutions. Overall, this approach holds two main advantages, a gain in specificity of transcript detection and the adaptability to the whole panel of GeneChip® arrays.
AB - Despite the fact that next-generation sequencing approaches, in particular RNA sequencing, provide deep genome-wide expression data that allow both careful annotations/mapping of long noncoding RNA (lncRNA) molecules and de-novo sequencing, lncRNA expression studies by microarray is a still cost-effective procedure that could allow to have a landscape of the most characterized lncRNA species. However, microarray design does not always correctly address the overlap between coding and noncoding samples to discriminate between the original transcript source. In order to overcome this issue, in this chapter we present a bioinformatics pipeline that enables accurate annotation of GeneChip® microarrays, to date the most commonly adopted among the commercial solutions. Overall, this approach holds two main advantages, a gain in specificity of transcript detection and the adaptability to the whole panel of GeneChip® arrays.
KW - lncRNA
KW - Microarrays
UR - http://www.scopus.com/inward/record.url?scp=85109040004&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85109040004&partnerID=8YFLogxK
U2 - 10.1007/978-1-0716-1581-2_3
DO - 10.1007/978-1-0716-1581-2_3
M3 - Article
C2 - 34160798
AN - SCOPUS:85109040004
VL - 2348
SP - 45
EP - 53
JO - Methods in Molecular Biology
JF - Methods in Molecular Biology
SN - 1064-3745
ER -