You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
[](https://github.com/tidyomics/tidySpatialWorkshop2025/actions/workflows/basic_checks.yaml)
5
+
[](https://github.com/tidyomics/tidySpatialWorkshop/actions/workflows/basic_checks.yaml)
6
6
<!-- badges: end -->
7
7
8
8
## Instructor names and contact information
@@ -12,7 +12,7 @@
12
12
13
13
## Syllabus
14
14
15
-
Material [web page](https://tidyomics.github.io/tidySpatialWorkshop2025/)
15
+
Material [web page](https://tidyomics.github.io/tidySpatialWorkshop/)
# In May 2025, the following packages should be installed from github repositories, to use the latest features. In case you have them pre installed, run the following command
Alternatively download the [git zipped package](https://github.com/tidyomics/tidySpatialWorkshop2025/archive/refs/heads/devel.zip). Uncompress it. And enter the directory.
56
+
Alternatively download the [git zipped package](https://github.com/tidyomics/tidySpatialWorkshop/archive/refs/heads/devel.zip). Uncompress it. And enter the directory.
68
57
69
58
70
59
To run the code, you could then copy and paste the code from the workshop vignette or
Copy file name to clipboardExpand all lines: vignettes/Introduction.Rmd
+51-20
Original file line number
Diff line number
Diff line change
@@ -4,7 +4,7 @@ author:
4
4
- Stefano Mangiola, South Australian immunoGENomics Cancer Institute^[<[email protected]>], Walter and Eliza Hall Institute^[<mangiola.s at wehi.edu.au>]
5
5
- Luciano Martellotto, Adelaide Centre for Epigenetics, South Australian immunoGENomics Cancer Institute^[<[email protected]>]
Alternatively download the [git zipped package](https://github.com/tidyomics/tidySpatialWorkshop2025/archive/refs/heads/devel.zip). Uncompress it. And enter the directory.
89
+
Alternatively download the [git zipped package](https://github.com/tidyomics/tidySpatialWorkshop/archive/refs/heads/devel.zip). Uncompress it. And enter the directory.
90
90
91
91
# Announcements
92
92
93
+
Tidyomics is now published in (Nature Methods)[https://www.nature.com/articles/s41592-024-02299-2]. And availabel for (free) here[https://www.biorxiv.org/content/10.1101/2023.09.10.557072v3].
93
94
94
95
# Introduction to Spatial Omics
95
96
@@ -100,35 +101,65 @@ sequencing in experimental and analytical contexts.
100
101
101
102
### Workshop Structure
102
103
103
-
#### 1. Welcome and Introduction
104
+
#### Day 1
104
105
105
-
- Overview of the workshop.
106
-
- Goals for Day 1.
106
+
##### 1. Welcome and Introduction
107
107
108
-
#### 2. What is Spatial Omics?
108
+
- Introduction of the instructor
109
+
- Introduction of the crowd
110
+
- Overview and goals of the workshop.
111
+
112
+
##### 2. What is Spatial Omics?
109
113
110
114
- Definition and significance in modern biology.
111
115
- Key applications and impact.
112
-
113
-
#### 3. Technologies in Spatial Omics
114
-
115
116
- Overview of different spatial omics technologies.
116
117
- Comparison of imaging-based vs sequencing-based approaches.
117
118
118
-
####4. Sequencing Spatial Omics
119
+
##### 3. Sequencing Spatial Omics
119
120
120
121
- Detailed comparison of methodologies.
121
122
- Experimental design considerations.
122
123
- Data analysis challenges and solutions.
123
124
124
-
#### 5. Overview of Analysis Frameworks
125
+
##### 5. Analysis of sequencing based spatial data
126
+
127
+
- Getting Started with SpatialExperiment.
128
+
- Data Visualisation and Manipulation.
129
+
- Quality control and filtering.
130
+
- Dimensionality reduction.
131
+
- Spatial Clustering.
132
+
- Deconvolution of pixel-based spatial data.
133
+
134
+
#### Day 2
135
+
136
+
##### 1. Introduction to tidyomics
137
+
138
+
- Use tidyverse on spatial, single-cell, pseudobulk and bulk genomic data
125
139
126
-
- Introduction to various analysis frameworks.
127
-
- Brief mention of 'tidy' data principles in spatial omics.
140
+
##### 2. Working with tidySpatialExperiment
141
+
142
+
- tidySpatialExperiment package
143
+
- Tidyverse commands
144
+
- Advanced filtering/gating and pseudobulk
145
+
- Work with features
146
+
- Summarisation/aggregation
147
+
- tidyfying your workflow
148
+
- Visualisation
149
+
150
+
#### Day 3
151
+
152
+
##### 1. Imaging Spatial Omics
153
+
154
+
- Detailed comparison of methodologies.
155
+
- Experimental design considerations.
156
+
- Data analysis challenges and solutions.
128
157
129
-
####6. Wrap-Up and Q&A
158
+
##### 2. Spatial analyses of imaging data
130
159
131
-
- Summarize key takeaways.
132
-
- Open floor for questions and discussions.
160
+
- Working with imaging-based data in Bioconductor with MoleculeExperiment
0 commit comments