Microarrays enable researchers to monitor the expression of thousands of genes simultaneously. However, the sensitivity, accuracy, specificity, and reproducibility are major challenges for this technology. Cross-hybridization, combination with splice variants, is a prime source for the discrepancies in differential gene expression calls among various microarray platforms. Removing (either from production or downstream bioinformatic analysis) and/or redesigning the microarray probes prone to cross-hybridization is a reasonable strategy to increase the hybridization specificity and hence, the accuracy of the microarray measurements.
Microarrays enable researchers to monitor the expression of thousands of genes simultaneously. However, the sensitivity, accuracy, specificity, and reproducibility are major challenges for this technology. Cross-hybridization, combination with splice variants, is a prime source for the discrepancies in differential gene expression calls among various microarray platforms. Removing (either from production or downstream bioinformatic analysis) and/or redesigning the microarray probes prone to cross-hybridization is a reasonable strategy to increase the hybridization specificity and hence, the accuracy of the microarray measurements.
Cells are sourced from various tissues to grow them in in-vitro conditions. Therefore, cell specific nutrients are important for their survival, maintenance and growth. Determining the appropriate cell culture media is a challenge if you are growing a cell line or a microorganism for the first time. Established cell lines, primary cells, stem cells, bacteria and Yeast all require varied nutrients from basic to complex. Based on the cell type, one can easy find what media and nutrients your peers have used before you try to reinvent the wheel.
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