Technical variables in high-throughput miRNA expression profiling: much work remains to be done
Abstract
MicroRNA (miRNA) gene expression profiling has provided important insights into plant and animal biology. However, there has not been ample published work about pitfalls associated with technical parameters in miRNA gene expression profiling. One source of pertinent information about technical variables in gene expression profiling is the separate and more well-established literature regarding mRNA expression profiling. However, many aspects of miRNA biochemistry are unique. For example, the cellular processing and compartmentation of miRNAs, the differential stability of specific miRNAs, and aspects of global miRNA expression regulation require specific consideration. Additional possible sources of systematic bias in miRNA expression studies include the differential impact of pre-analytical variables, substrate specificity of nucleic acid processing enzymes used in labeling and amplification, and issues regarding new miRNA discovery and annotation. We conclude that greater focus on technical parameters is required to bolster the validity, reliability, and cultural credibility of miRNA gene expression profiling studies.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There is a persistent challenge of normalization in miRNA expression studies across cell types and tissues.
“There is a persistent challenge of normalization in miRNA expression studies across cell types and tissues [43–47].”
From Expression of miR-15/107 Family MicroRNAs in Human Tissues and Cultured Rat Brain Cells (2014) · cites this paper as [47]
Cites
A microRNA array reveals extensive regulation of microRNAs during brain development
KRICHEVSKY, A. M., KING, K. S., DONAHUE, C. P., KHRAPKO, K., & KOSIK, K. S. (2003) · RNA · doi:10.1261/rna.5980303 · Cited by 1,040 · see citing works
Properties of the Reverse Transcription Reaction in mRNA Quantification
Ståhlberg, A., Håkansson, J., Xian, X., Semb, H., & Kubista, M. (2004) · Clinical Chemistry · doi:10.1373/clinchem.2003.026161 · Cited by 409 · see citing works
Using RNA sample titrations to assess microarray platform performance and normalization techniques
Shippy, R., Fulmer-Smentek, S., Jensen, R. V., Jones, W. D., Wolber, P. K., Johnson, C. D., Pine, P. S., Boysen, C., Guo, X., Chudin, E., et al. (2006) · Nature Biotechnology · doi:10.1038/nbt1241 · Cited by 173 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Smigielski, L., Jagannath, V., Rössler, W., Walitza, S., & Grünblatt, E. (2020) · Molecular Psychiatry · doi:10.1038/s41380-019-0601-3 · Cited by 168 · see citing works
Expression of miR-15/107 Family MicroRNAs in Human Tissues and Cultured Rat Brain Cells
Wang, W.-X., Danaher, R. J., Miller, C. S., Berger, J. R., Nubia, V. G., Wilfred, B. S., Neltner, J. H., Norris, C. M., & Nelson, P. T. (2014) · Genomics, Proteomics & Bioinformatics · doi:10.1016/j.gpb.2013.10.003 · Cited by 67 · see citing works
Self-citation
- Authors
- NELSON, P., WANG, W., WILFRED, B., & TANG, G.
- Venue
- Biochimica et Biophysica Acta (BBA) - Gene Regulatory Mechanisms
- Publisher
- Elsevier BV
- Published
- 2008-11
- Volume
- 1779
- Issue
- 11
- Pages
- 758-765
- ISSN
- 1874-9399
- Cited by
- 76
- References
- 3
- Language
- en
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review