ZT:Build Notes for Reference Packages of cellranger

# Genome metadata
genome="GRCh38"
version="2020-A"


# Set up source and build directories
build="GRCh38-2020-A_build"
mkdir -p "$build"


# Download source files if they do not exist in reference_sources/ folder
source="reference_sources"
mkdir -p "$source"


fasta_url="http://ftp.ensembl.org/pub/release-98/fasta/homo_sapiens/dna/Homo_sapiens.GRCh38.dna.primary_assembly.fa.gz"
fasta_in="${source}/Homo_sapiens.GRCh38.dna.primary_assembly.fa"
gtf_url="http://ftp.ebi.ac.uk/pub/databases/gencode/Gencode_human/release_32/gencode.v32.primary_assembly.annotation.gtf.gz"
gtf_in="${source}/gencode.v32.primary_assembly.annotation.gtf"


if [ ! -f "$fasta_in" ]; then
    curl -sS "$fasta_url" | zcat > "$fasta_in"
fi
if [ ! -f "$gtf_in" ]; then
    curl -sS "$gtf_url" | zcat > "$gtf_in"
fi


# Modify sequence headers in the Ensembl FASTA to match the file
# "GRCh38.primary_assembly.genome.fa" from GENCODE. Unplaced and unlocalized
# sequences such as "KI270728.1" have the same names in both versions.
#
# Input FASTA:
#   >1 dna:chromosome chromosome:GRCh38:1:1:248956422:1 REF
#
# Output FASTA:
#   >chr1 1
fasta_modified="$build/$(basename "$fasta_in").modified"
# sed commands:
# 1. Replace metadata after space with original contig name, as in GENCODE
# 2. Add "chr" to names of autosomes and sex chromosomes
# 3. Handle the mitochrondrial chromosome
cat "$fasta_in" \
    | sed -E 's/^>(\S+).*/>\1 \1/' \
    | sed -E 's/^>([0-9]+|[XY]) />chr\1 /' \
    | sed -E 's/^>MT />chrM /' \
    > "$fasta_modified"


# Remove version suffix from transcript, gene, and exon IDs in order to match
# previous Cell Ranger reference packages
#
# Input GTF:
#     ... gene_id "ENSG00000223972.5"; ...
# Output GTF:
#     ... gene_id "ENSG00000223972"; gene_version "5"; ...
gtf_modified="$build/$(basename "$gtf_in").modified"
# Pattern matches Ensembl gene, transcript, and exon IDs for human or mouse:
ID="(ENS(MUS)?[GTE][0-9]+)\.([0-9]+)"
cat "$gtf_in" \
    | sed -E 's/gene_id "'"$ID"'";/gene_id "\1"; gene_version "\3";/' \
    | sed -E 's/transcript_id "'"$ID"'";/transcript_id "\1"; transcript_version "\3";/' \
    | sed -E 's/exon_id "'"$ID"'";/exon_id "\1"; exon_version "\3";/' \
    > "$gtf_modified"


# Define string patterns for GTF tags
# NOTES:
# - Since GENCODE release 31/M22 (Ensembl 97), the "lincRNA" and "antisense"
#   biotypes are part of a more generic "lncRNA" biotype.
# - These filters are relevant only to GTF files from GENCODE. The GTFs from
#   Ensembl release 98 have the following differences:
#   - The names "gene_biotype" and "transcript_biotype" are used instead of
#     "gene_type" and "transcript_type".
#   - Readthrough transcripts are present but are not marked with the
#     "readthrough_transcript" tag.
#   - Only the X chromosome versions of genes in the pseudoautosomal regions
#     are present, so there is no "PAR" tag.
BIOTYPE_PATTERN=\
"(protein_coding|lncRNA|\
IG_C_gene|IG_D_gene|IG_J_gene|IG_LV_gene|IG_V_gene|\
IG_V_pseudogene|IG_J_pseudogene|IG_C_pseudogene|\
TR_C_gene|TR_D_gene|TR_J_gene|TR_V_gene|\
TR_V_pseudogene|TR_J_pseudogene)"
GENE_PATTERN="gene_type \"${BIOTYPE_PATTERN}\""
TX_PATTERN="transcript_type \"${BIOTYPE_PATTERN}\""
READTHROUGH_PATTERN="tag \"readthrough_transcript\""
PAR_PATTERN="tag \"PAR\""


# Construct the gene ID allowlist. We filter the list of all transcripts
# based on these criteria:
#   - allowable gene_type (biotype)
#   - allowable transcript_type (biotype)
#   - no "PAR" tag (only present for Y chromosome PAR)
#   - no "readthrough_transcript" tag
# We then collect the list of gene IDs that have at least one associated
# transcript passing the filters.
cat "$gtf_modified" \
    | awk '$3 == "transcript"' \
    | grep -E "$GENE_PATTERN" \
    | grep -E "$TX_PATTERN" \
    | grep -Ev "$READTHROUGH_PATTERN" \
    | grep -Ev "$PAR_PATTERN" \
    | sed -E 's/.*(gene_id "[^"]+").*/\1/' \
    | sort \
    | uniq \
    > "${build}/gene_allowlist"


# Filter the GTF file based on the gene allowlist
gtf_filtered="${build}/$(basename "$gtf_in").filtered"
# Copy header lines beginning with "#"
grep -E "^#" "$gtf_modified" > "$gtf_filtered"
# Filter to the gene allowlist
grep -Ff "${build}/gene_allowlist" "$gtf_modified" \
    >> "$gtf_filtered"


# Create reference package
cellranger mkref --ref-version="$version" \
    --genome="$genome" --fasta="$fasta_modified" --genes="$gtf_filtered"
©著作权归作者所有,转载或内容合作请联系作者
  • 序言:七十年代末,一起剥皮案震惊了整个滨河市,随后出现的几起案子,更是在滨河造成了极大的恐慌,老刑警刘岩,带你破解...
    沈念sama阅读 220,137评论 6 511
  • 序言:滨河连续发生了三起死亡事件,死亡现场离奇诡异,居然都是意外死亡,警方通过查阅死者的电脑和手机,发现死者居然都...
    沈念sama阅读 93,824评论 3 396
  • 文/潘晓璐 我一进店门,熙熙楼的掌柜王于贵愁眉苦脸地迎上来,“玉大人,你说我怎么就摊上这事。” “怎么了?”我有些...
    开封第一讲书人阅读 166,465评论 0 357
  • 文/不坏的土叔 我叫张陵,是天一观的道长。 经常有香客问我,道长,这世上最难降的妖魔是什么? 我笑而不...
    开封第一讲书人阅读 59,131评论 1 295
  • 正文 为了忘掉前任,我火速办了婚礼,结果婚礼上,老公的妹妹穿的比我还像新娘。我一直安慰自己,他们只是感情好,可当我...
    茶点故事阅读 68,140评论 6 397
  • 文/花漫 我一把揭开白布。 她就那样静静地躺着,像睡着了一般。 火红的嫁衣衬着肌肤如雪。 梳的纹丝不乱的头发上,一...
    开封第一讲书人阅读 51,895评论 1 308
  • 那天,我揣着相机与录音,去河边找鬼。 笑死,一个胖子当着我的面吹牛,可吹牛的内容都是我干的。 我是一名探鬼主播,决...
    沈念sama阅读 40,535评论 3 420
  • 文/苍兰香墨 我猛地睁开眼,长吁一口气:“原来是场噩梦啊……” “哼!你这毒妇竟也来了?” 一声冷哼从身侧响起,我...
    开封第一讲书人阅读 39,435评论 0 276
  • 序言:老挝万荣一对情侣失踪,失踪者是张志新(化名)和其女友刘颖,没想到半个月后,有当地人在树林里发现了一具尸体,经...
    沈念sama阅读 45,952评论 1 319
  • 正文 独居荒郊野岭守林人离奇死亡,尸身上长有42处带血的脓包…… 初始之章·张勋 以下内容为张勋视角 年9月15日...
    茶点故事阅读 38,081评论 3 340
  • 正文 我和宋清朗相恋三年,在试婚纱的时候发现自己被绿了。 大学时的朋友给我发了我未婚夫和他白月光在一起吃饭的照片。...
    茶点故事阅读 40,210评论 1 352
  • 序言:一个原本活蹦乱跳的男人离奇死亡,死状恐怖,灵堂内的尸体忽然破棺而出,到底是诈尸还是另有隐情,我是刑警宁泽,带...
    沈念sama阅读 35,896评论 5 347
  • 正文 年R本政府宣布,位于F岛的核电站,受9级特大地震影响,放射性物质发生泄漏。R本人自食恶果不足惜,却给世界环境...
    茶点故事阅读 41,552评论 3 331
  • 文/蒙蒙 一、第九天 我趴在偏房一处隐蔽的房顶上张望。 院中可真热闹,春花似锦、人声如沸。这庄子的主人今日做“春日...
    开封第一讲书人阅读 32,089评论 0 23
  • 文/苍兰香墨 我抬头看了看天上的太阳。三九已至,却和暖如春,着一层夹袄步出监牢的瞬间,已是汗流浃背。 一阵脚步声响...
    开封第一讲书人阅读 33,198评论 1 272
  • 我被黑心中介骗来泰国打工, 没想到刚下飞机就差点儿被人妖公主榨干…… 1. 我叫王不留,地道东北人。 一个月前我还...
    沈念sama阅读 48,531评论 3 375
  • 正文 我出身青楼,却偏偏与公主长得像,于是被迫代替她去往敌国和亲。 传闻我的和亲对象是个残疾皇子,可洞房花烛夜当晚...
    茶点故事阅读 45,209评论 2 357