Single-cell gene expression analysis reveals genetic associations masked in whole-tissue experiments
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...(2) Bulk RT-ddPCR (Bio-Rad One-Step RT-ddPCR Advanced Kit for Probes 1864021) was performed on the extracted RNA to determine the copy number per cell of eight selected genes....
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...Number of reads that provide meaningful information is calculated as the product of four metrics: (1) valid barcodes; (2) valid UMI; (3) associated with a cell barcode; and (4) confidently mapped to exons....
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...Indexed sequencing libraries were constructed using the reagents in the GemCode Single-Cell 30 Library Kit, following these steps: (1) end repair and A-tailing; (2) adapter ligation; (3) postligation cleanup with SPRIselect; (4) sample index PCR and cleanup....
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...Current clinical chimerism tests have a number of limitations28, namely (1) the flow-sorted cell populations are limited by cell surface markers, (2) only populations with sufficient cell counts can be used for PCR assays and (3) they are not intended for the detection of minimal residual disease....
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...Fifty PCs were used because: (1) using all PCs would take a very long time with tSNE analysis; (2) they explained B25% of total variance....
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...A systematic study of 92 genes concentrated on the Wnt signaling pathway from 15 individuals using high-throughput single-cell qRT-PCR (132,133) uncovered novel facets of eQTLs by linking single nucleotide polymorphisms (SNPs) to stochastic gene expression properties such as burst frequency and amplitude....
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"Single-cell gene expression analysi..." refers methods in this paper
...For optimization speed and robustness, the L-BFGS-B quasi-Newton optimizer [4] was used to allow the setting of upper and lower bounds on parameters being fitted....
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