兰花空转文章:
数据空转GEO数据下载:
wget -c "https://www.ncbi.nlm.nih.gov/geo/download/?acc=GSE198128&format=file" -O GSE198128_RAW.tar
样本信息
#series_sample_iddevelopmental_stagetissuecodeSRRslide
GSM5939574bud1-6FlowerAM559-ST-010001SRR18292617slide1
GSM5939575bud7FlowerAM559-ST-010003SRR18292616slide2
GSM5939576bud8FlowerAM559-ST-010004SRR18292615slide3
原始fastq数据下载:
#wget -c https://sra-downloadb.be-md.ncbi.nlm.nih.gov/sos3/sra-pub-zq-24/SRR018/18292/SRR18292617/SRR18292617.lite.1
#wget -c https://sra-downloadb.be-md.ncbi.nlm.nih.gov/sos1/sra-pub-zq-38/SRR018/18292/SRR18292616/SRR18292616.lite.1
#wget -c https://sra-downloadb.be-md.ncbi.nlm.nih.gov/sos1/sra-pub-zq-38/SRR018/18292/SRR18292615/SRR18292615.lite.1
#for i in SRR18292615 SRR18292616 SRR18292617;do echo "fasterq-dump --split-3 -O ./ $i.lite.1";echo "pigz $i.lite.1_1.fastq";echo "pigz $i.lite.1_2.fastq";echo "ln -s $i.lite.1_1.fastq.gz ${i}_S1_L001_R1_001.fastq.gz";echo "ln -s $i.lite.1_2.fastq.gz ${i}_S1_L001_R2_001.fastq.gz";done
fasterq-dump --split-3 -O ./ SRR18292615.lite.1
pigz SRR18292615.lite.1_1.fastq
pigz SRR18292615.lite.1_2.fastq
ln -s SRR18292615.lite.1_1.fastq.gz SRR18292615_S1_L001_R1_001.fastq.gz
ln -s SRR18292615.lite.1_2.fastq.gz SRR18292615_S1_L001_R2_001.fastq.gz
fasterq-dump --split-3 -O ./ SRR18292616.lite.1
pigz SRR18292616.lite.1_1.fastq
pigz SRR18292616.lite.1_2.fastq
ln -s SRR18292616.lite.1_1.fastq.gz SRR18292616_S1_L001_R1_001.fastq.gz
ln -s SRR18292616.lite.1_2.fastq.gz SRR18292616_S1_L001_R2_001.fastq.gz
fasterq-dump --split-3 -O ./ SRR18292617.lite.1
pigz SRR18292617.lite.1_1.fastq
pigz SRR18292617.lite.1_2.fastq
ln -s SRR18292617.lite.1_1.fastq.gz SRR18292617_S1_L001_R1_001.fastq.gz
ln -s SRR18292617.lite.1_2.fastq.gz SRR18292617_S1_L001_R2_001.fastq.gz
空转数据分析:
cat $datadir/meta.txt|grep -v "#"|while read series_sample_id developmental_stage tissue code SRR slide;do
python3 $scripts/scanpy_st_qc.py \
-d ../01.spaceranger/$slide/outs/filtered_feature_bc_matrix \
--image_dir ../01.spaceranger/$slide/outs/spatial/ \
-p $slide --library_id $slide -o $slide \
--metadata_col_name gender age patient series_sample_id \
--metadata_value $series_sample_id $developmental_stage $tissue $code $SRR $slide \
--nUMI_min 500 --nGene_min 10 --percent_mito 30 --mito_gene_pattern "^MT-*"
done mkdir 02.seurat_data_qc #创建文件夹 cd 02.seurat_data_qc #进入02.data_qc文件夹 #空间转录组很少过滤 spots,除非是坏死的组织; cat $datadir/meta.txt|grep -v "#"|while read series_sample_id developmental_stage tissue code SRR slide;do Rscript $scripts/seurat_st_qc.r \ -d ../01.spaceranger/$slide/outs/filtered_feature_bc_matrix \ --image_dir ../01.spaceranger/$slide/outs/spatial/ \ -p $slide --project LAN --slice $slide -o $slide \ --metadata_col_name series_sample_id developmental_stage tissue code SRR slide \ --metadata_value $series_sample_id $developmental_stage $tissue $code $SRR $slide \ --nUMI_min 500 --nGene_min 10 --percent_mito 30 --mito_gene_pattern "^MT-*" done
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