Feature name in Seurat metadata
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5 months ago
Nicholas ▴ 10

I am currently working on analyzing transposable element expression in human Placental cells. I would like to add a column to the Seurat object's metadata for what class of transposable element the barcode aligns to. I have a data frame of significant transposable elements detected by SoloTE, that have columns listing both the TE and the class ("SINE", "LINE", etc.). I would like to align this information in the Seurat metadata where I the same information, in which I would be able to plot the counts of TE as a whole. How am I able to get the feature name with a barcode, where then I could just make a method adding the feature name to the Seurat object and giving each gene a TE class. I'm not sure if STAR has changed, or SoloTE changes the features.tsv, but I saw a GitHub suggestion where both the barcode and gene name were stored together in features.tsv, but for some reason all SoloTE does is create a .tsv with the gene name taking up two columns, no barcode. I'm aware that Seurat does not have any updates regarding feature-specific metadata and of the sort, so if anyone knows what I could do please let me know!

Seurat Metadata:

                        orig.ident  nCount_RNA  nFeature_RNAsample  percent_mt  percent.mt  predicted.annotation.l1.score   predicted.annotation.l1 predicted.annotation.l2.score   predicted.annotation.l2 predicted.organ.score   predicted.organ mapping.score   integrated_snn_res.0.3  seurat_clusters
AAACCCAGTACGTAGG_1  Control 15961   5813    Control 2.34947685  2.34947685  0.780277806 PAEP_MECOM positive cells   0.780277806 Placenta-PAEP_MECOM positive cells  0.871025485 Placenta    0.835290861 3   3

Significant TEs:

    p_val   avg_log2FC  pct.1   pct.2   p_val_adj   cluster gene    class
SoloTE-chr2-102344418-102344708-L2c:L2:LINE-29.2-+  0   2.586468475 0.408   0.071   0   PAEP_MECOM positive cells   SoloTE-chr2-102344418-102344708-L2c:L2:LINE-29.2-+  LINE
SoloTE-chr12-12915018-12915204-AluJb:Alu:SINE-13.9--    2.9472001078709e-253    3.121277459 0.277   0.04    3.96105168097903e-247   PAEP_MECOM positive cells   SoloTE-chr12-12915018-12915204-AluJb:Alu:SINE-13.9--    SINE
SoloTE-chr8-24197937-24198396-LTR108b-Mam:ERVL:LTR-23.4-+   8.8028074066327e-224    3.562187964 0.161   0.013   1.18310171685514e-217   PAEP_MECOM positive cells   SoloTE-chr8-24197937-24198396-LTR108b-Mam:ERVL:LTR-23.4-+   LTR
SoloTE-chr9-114786633-114786941-AluYj4:Alu:SINE-7.4-+   6.00397532422589e-215   2.505720999 0.276   0.046   8.06937285563621e-209   PAEP_MECOM positive cells   SoloTE-chr9-114786633-114786941-AluYj4:Alu:SINE-7.4-+   SINE
SoloTE-chr4-188942887-188943065-MSTA:ERVL-MaLR:LTR-15.3-+   2.07994014716876e-190   3.29115071  0.17    0.019   2.79544995749555e-184   PAEP_MECOM positive cells   SoloTE-chr4-188942887-188943065-MSTA:ERVL-MaLR:LTR-15.3-+   LTR
SoloTE-chr4-188945069-188946618-L1PREC2:L1:LINE-13.8-+  6.15065468348503e-183   3.742696156 0.142   0.013   8.2665106478773e-177    PAEP_MECOM positive cells   SoloTE-chr4-188945069-188946618-L1PREC2:L1:LINE-13.8-+  LINE
SoloTE-chr1-155308054-155308366-AluSx3:Alu:SINE-7.0--   3.72801958389383e-172   2.124631379 0.356   0.091   5.01047696085123e-166   PAEP_MECOM positive cells   SoloTE-chr1-155308054-155308366-AluSx3:Alu:SINE-7.0--   SINE
SoloTE-chr19-41260299-41260611-AluSz:Alu:SINE-12.5--    5.6464470409709e-168    2.135251388 0.302   0.068   7.5888530553001e-162    PAEP_MECOM positive cells   SoloTE-chr19-41260299-41260611-AluSz:Alu:SINE-12.5--    SINE
SoloTE-chr8-24166049-24166234-L1PREC2:L1:LINE-14.5-+    1.51913018061639e-167   3.308390742 0.135   0.013   2.04171855839933e-161   PAEP_MECOM positive cells   SoloTE-chr8-24166049-24166234-L1PREC2:L1:LINE-14.5-+    LINE
SoloTE-chr8-117948077-117948131-L4-C-Mam:RTE-X:LINE-21.8--  1.85972782880849e-164   1.910392079 0.384   0.107   2.49948350055775e-158   PAEP_MECOM positive cells   SoloTE-chr8-117948077-117948131-L4-C-Mam:RTE-X:LINE-21.8--  LINE
Seurat • 237 views
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