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ICS-lcsb
IPSCs_PINK1
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96a9598c
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96a9598c
authored
May 27, 2020
by
Dimitrios Kyriakis
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README.md
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96a9598c
markdown: kramdown
kramdown:
parse_block_html: true
# PINK1 shows LRRK2, Parkin, and SNCA as part of the Parkinson’s network.
# PINK1 shows LRRK2, Parkin, and SNCA as part of the Parkinson’s network.
...
@@ -40,8 +36,7 @@ EBs are cells at an early stage of spontaneous differentiation. Scorecard analys
...
@@ -40,8 +36,7 @@ EBs are cells at an early stage of spontaneous differentiation. Scorecard analys
## Libraries
## Libraries
<details><summary>
Code
</summary>
<details><summary>
Code
</summary>
<p>
<p>
```
r
```
{r libraries}
library(reticulate)
library(reticulate)
use_python("C:/Users/dimitrios.kyriakis/AppData/Local/Continuum/anaconda3/envs/iscwrapper/python.exe", required = TRUE)
use_python("C:/Users/dimitrios.kyriakis/AppData/Local/Continuum/anaconda3/envs/iscwrapper/python.exe", required = TRUE)
options(future.globals.maxSize= 2122317824)
options(future.globals.maxSize= 2122317824)
...
@@ -60,7 +55,6 @@ library(ggplot2)
...
@@ -60,7 +55,6 @@ library(ggplot2)
library(ggpubr)
library(ggpubr)
library(cowplot)
library(cowplot)
set.seed(123)
set.seed(123)
```
```
</p>
</p>
</details>
</details>
...
@@ -69,8 +63,7 @@ set.seed(123)
...
@@ -69,8 +63,7 @@ set.seed(123)
## Setting Up
## Setting Up
<details><summary>
Code
</summary>
<details><summary>
Code
</summary>
<p>
<p>
```
r
```
{r setup}
# ================================ SETTING UP ======================================== #
# ================================ SETTING UP ======================================== #
tool="seurat"
tool="seurat"
project ="Michi_Data"
project ="Michi_Data"
...
@@ -99,7 +92,6 @@ SCT=TRUE
...
@@ -99,7 +92,6 @@ SCT=TRUE
criteria_pass=3
criteria_pass=3
min.cells <- 10
min.cells <- 10
min.features <- 200
min.features <- 200
```
```
</p>
</p>
</details>
</details>
...
@@ -113,7 +105,7 @@ Additional to this filtering, we defined cells as low-quality, based on three cr
...
@@ -113,7 +105,7 @@ Additional to this filtering, we defined cells as low-quality, based on three cr
<details><summary>
Code
</summary>
<details><summary>
Code
</summary>
<p>
<p>
```
r
```
{
r
readfiles}
# ======== Perform an integrated analysis ====
# ======== Perform an integrated analysis ====
NewDir <- paste0(Sys.Date(),"_",tool,"_elbow_",elbow,"_Mito-",remove_mt,"_Ribo-",remove_ribsomal,"_SCT-",SCT,"_criteria_pass-",criteria_pass)
NewDir <- paste0(Sys.Date(),"_",tool,"_elbow_",elbow,"_Mito-",remove_mt,"_Ribo-",remove_ribsomal,"_SCT-",SCT,"_criteria_pass-",criteria_pass)
dir.create(NewDir)
dir.create(NewDir)
...
@@ -129,7 +121,6 @@ Return_fun <- ICSWrapper::create_cds2(list_of_files=list_of_files,
...
@@ -129,7 +121,6 @@ Return_fun <- ICSWrapper::create_cds2(list_of_files=list_of_files,
Combined <- Return_fun$Combined
Combined <- Return_fun$Combined
Data_List <- Return_fun$Data_List
Data_List <- Return_fun$Data_List
setwd("../")
setwd("../")
```
```
</p>
</p>
</details>
</details>
...
@@ -148,7 +139,6 @@ The integration of the filtered matrices of the different datasets was performed
...
@@ -148,7 +139,6 @@ The integration of the filtered matrices of the different datasets was performed
<details><summary>
Code
</summary>
<details><summary>
Code
</summary>
<p>
<p>
```
{r remapping}
```
{r remapping}
dir.create("Aligned_Cond_RegPhase")
dir.create("Aligned_Cond_RegPhase")
setwd("Aligned_Cond_RegPhase")
setwd("Aligned_Cond_RegPhase")
# ================================== ALLIGN CONDITIONS =========================================
# ================================== ALLIGN CONDITIONS =========================================
...
@@ -173,7 +163,6 @@ Seurat.combined <- IntegrateData(anchorset = int.anchors, normalization.method =
...
@@ -173,7 +163,6 @@ Seurat.combined <- IntegrateData(anchorset = int.anchors, normalization.method =
DefaultAssay(object = Seurat.combined) <- "integrated"
DefaultAssay(object = Seurat.combined) <- "integrated"
Combined <- Seurat.combined
Combined <- Seurat.combined
setwd("../")
setwd("../")
```
```
</p>
</p>
</details>
</details>
...
...
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