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Update docs/BIOI611_analysis_10x_dataset_PBMC.ipynb
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xie186 committed Nov 14, 2024
1 parent 722582b commit 372f8b7
Showing 1 changed file with 21 additions and 42 deletions.
63 changes: 21 additions & 42 deletions docs/BIOI611_analysis_10x_dataset_PBMC.ipynb
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"cells": [
{
"cell_type": "markdown",
"id": "7361b872",
"id": "c96ee930",
"metadata": {},
"source": [
"# \n",
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},
{
"cell_type": "markdown",
"id": "c4fa7fad",
"id": "9e1c1300",
"metadata": {},
"source": [
"You can download the data from the link [here](https://www.10xgenomics.com/datasets/5k-human-pbmcs-3-v3-1-chromium-controller-3-1-standard)\n",
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{
"cell_type": "code",
"execution_count": 1,
"id": "bc62b984",
"id": "e6ea4674",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "d768fb8e",
"id": "3b30c93a",
"metadata": {},
"source": [
"### Check R1 and R2"
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}
},
"cell_type": "markdown",
"id": "93ced0e1",
"id": "1b5c476e",
"metadata": {},
"source": [
"\n",
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{
"cell_type": "code",
"execution_count": 4,
"id": "1b9347d3",
"id": "d2e85177",
"metadata": {},
"outputs": [
{
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{
"cell_type": "code",
"execution_count": 5,
"id": "844e16f8",
"id": "4ab5c886",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "5114bfd7",
"id": "5266ae52",
"metadata": {},
"source": [
"## Run Cellranger \n"
]
},
{
"cell_type": "markdown",
"id": "25fe6349",
"id": "c80f9234",
"metadata": {},
"source": [
"Cell Ranger is a software suite developed by 10x Genomics for processing and analyzing data from their single-cell RNA-seq (scRNA-seq), single-cell ATAC-seq (scATAC-seq), and other single-cell assays. Cell Ranger performs tasks such as alignment, filtering, UMI counting, and data aggregation, streamlining the analysis of single-cell datasets generated by 10x Genomics platforms.\n",
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{
"cell_type": "code",
"execution_count": 6,
"id": "accac6bc",
"id": "5ac4ad96",
"metadata": {},
"outputs": [
{
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{
"cell_type": "code",
"execution_count": 7,
"id": "51f9add6",
"id": "ddad1985",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "f95c5fba",
"id": "37b0c514",
"metadata": {},
"source": [
"Input files/folder for `cellranger count`:\n",
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{
"cell_type": "code",
"execution_count": 8,
"id": "e50a0d91",
"id": "b49dc793",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "f498c3e5",
"id": "a6e3487e",
"metadata": {},
"source": [
"### Output folder"
]
},
{
"cell_type": "markdown",
"id": "e7d25d36",
"id": "3b606516",
"metadata": {},
"source": [
"The job you submitted will generate an output folder: \n"
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{
"cell_type": "code",
"execution_count": 12,
"id": "2bcc20e3",
"id": "ea269dd2",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "a7e24143",
"id": "ebc16d22",
"metadata": {},
"source": [
"You can also find a copy here:\n",
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},
{
"cell_type": "markdown",
"id": "8dbc5def",
"id": "b6b674ef",
"metadata": {},
"source": [
"The summary file in html format is the first file you will check:\n",
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},
{
"cell_type": "markdown",
"id": "2bdd8c5a",
"id": "64cdc3c3",
"metadata": {},
"source": [
"The three files below are usually used as input for downstream analysis. "
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{
"cell_type": "code",
"execution_count": 14,
"id": "4133bfb6",
"id": "9cafe997",
"metadata": {},
"outputs": [
{
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},
{
"cell_type": "markdown",
"id": "073a544c",
"id": "6830e79c",
"metadata": {},
"source": [
"The folder above contains only detected cell-associated\n",
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"dimensionality reduction, normalize gene\n",
"expression)."
]
},
{
"cell_type": "markdown",
"id": "d211706c",
"metadata": {},
"source": [
"## Reference\n",
"\n",
"https://teichlab.github.io/scg_lib_structs/methods_html/10xChromium3.html\n",
"\n",
"https://bioinformatics.ccr.cancer.gov/docs/getting-started-with-scrna-seq/2024-04-17_KimiaDadkhah.pdf\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "6da687e3",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
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