TY - JOUR
T1 - miRetrieve-an R package and web application for miRNA text mining
AU - Friedrich, Julian
AU - Hammes, Hans-Peter
AU - Krenning, Guido
N1 - © The Author(s) 2021. Published by Oxford University Press on behalf of NAR Genomics and Bioinformatics.
PY - 2021/12
Y1 - 2021/12
N2 - microRNAs (miRNAs) regulate gene expression and thereby influence biological processes in health and disease. As a consequence, miRNAs are intensely studied and literature on miRNAs has been constantly growing. While this growing body of literature reflects the interest in miRNAs, it generates a challenge to maintain an overview, and the comparison of miRNAs that may function across diverse disease fields is complex due to this large number of relevant publications. To address these challenges, we designed miRetrieve, an R package and web application that provides an overview on miRNAs. By text mining, miRetrieve can characterize and compare miRNAs within specific disease fields and across disease areas. This overview provides focus and facilitates the generation of new hypotheses. Here, we explain how miRetrieve works and how it is used. Furthermore, we demonstrate its applicability in an exemplary case study and discuss its advantages and disadvantages.
AB - microRNAs (miRNAs) regulate gene expression and thereby influence biological processes in health and disease. As a consequence, miRNAs are intensely studied and literature on miRNAs has been constantly growing. While this growing body of literature reflects the interest in miRNAs, it generates a challenge to maintain an overview, and the comparison of miRNAs that may function across diverse disease fields is complex due to this large number of relevant publications. To address these challenges, we designed miRetrieve, an R package and web application that provides an overview on miRNAs. By text mining, miRetrieve can characterize and compare miRNAs within specific disease fields and across disease areas. This overview provides focus and facilitates the generation of new hypotheses. Here, we explain how miRetrieve works and how it is used. Furthermore, we demonstrate its applicability in an exemplary case study and discuss its advantages and disadvantages.
U2 - 10.1093/nargab/lqab117
DO - 10.1093/nargab/lqab117
M3 - Article
C2 - 34988440
VL - 3
JO - NAR genomics and bioinformatics
JF - NAR genomics and bioinformatics
SN - 2631-9268
IS - 4
M1 - lqab117
ER -