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73<article>
74  <header>
75    <h1>
76      GranatumX: A community engaging and flexible software environment for single-cell analysis
77    </h1>
78    <h3>
79      Paper location: <a href="https://www.biorxiv.org/content/10.1101/385591v3">https://www.biorxiv.org/content/10.1101/385591v3</a>
80    </h3>
81    <h3>
82      Code Authors: GranatumX (alias to current codebase membership located <a href="authors.html">here</a>)
83    </h3>
84  </header>
85  <section>
86    <h2>
87      Cloud location
88    </h2>
89    <p>
90      A cloud deployment of GranatumX or GX is located at <a href="https://granatumx.eecs.umich.edu">https://granatumx.eecs.umich.edu</a>.
91      If you receive an error, try again in 5 minutes as the system may be updating. Also you may use the backup service
92      in the meantime located <a href="http://ns102669.ip-147-135-37.us:34567/">here</a> in case maintenance is being done on the server.
93      Feel free to run your data through this system, but note that files may be removed after a period of inactivity.
94      You may refer back to this page as a guide to process your data. If you are a tool developer, we include instructions
95      for building your own tools that can be used directly by biologists to process their data and a citation for your
96      work will be given to them.
97    </p>
98  </section>
99  <section>
100    <h2>
101      Video tutorial: using GranatumX
102    </h2>
103    <p align="center">
104      <iframe width="560" height="315" src="https://www.youtube.com/embed/wi3DhDbXJYo" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
105      <p align="center">
106        Chinese-accessible video available <a href="https://v.youku.com/v_show/id_XNTE2ODEzOTM4NA==.html">here</a>.
107      </p>
108    </p>
109<!--    <h2>-->
110<!--      Video tutorial: creating a Gbox-->
111<!--    </h2>-->
112<!--    <p align="center">-->
113<!--      <iframe width="560" height="315" src="https://www.youtube.com/embed/aBMoxBcDnEI" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>-->
114<!--    </p>-->
115  </section>
116  <section>
117    <h2>
118      Getting started using the web interface
119    </h2>
120
121    <h3>Browser compatibility</h3>
122    <p>GX works with most browsers; however, it is optimized for Google Chrome or Safari-based browsers.</p>
123
124    <h3>Matrix preparation for data</h3>
125    <p>
126      You can upload expression data using a csv, tsv, or zip file. For large matrices, it is recommended to use zip compression on your csv data.
127      The header row should consist of the cell titles. These cell titles will be corresponded to associated data in the metafile data.
128      The column of your data matrix is the gene id. You can typically export the matrix from Excel if that is where your data is located.
129      If you have a 100000 cell table, then your size can be quite large. You should upload your data as a zipped csv file. Note that spacing is ignored.
130      <pre class="code">
131        <code>""      ,"cell_1","cell_2","cell_3"</code>
132        <code>"gene 1",       0,      10,       2</code>
133        <code>"gene 2",       2,       8,       1</code></pre>
134    </p>
135    <p>
136      Large files require zipping or gzipping (gz). Your metadata should use the same format.
137    </p>
138    <p>
139      You can upload metadata as a csv, tsv, or zip file as well. This file associates the cell label from the matrix data file to additional data such as cell annotations.
140      <pre class="code">
141        <code>""      ,"annotation_1","annotation_2"</code>
142        <code>"cell_1", "lung tissue",   "cancerous"</code>
143        <code>"cell_2","heart tissue",   "cancerous"</code>
144        <code>"cell_3", "lung tissue",      "normal"</code></pre>
145    </p>
146
147    <p>
148      You can load the comprehensive recipe and use the example data to test.
149    </p>
150
151    <p>
152      If you get stuck at a step or the ui is unresponsive you can reload the page without losing your information.
153    </p>
154
155  </section>
156  <section>
157    <h2>Running locally</h2>
158    <p> As a prerequisite you will want sufficient RAM (16+ GB ideally), a working installation of docker, and a working bash shell.</p>
159    <p>
160      For setting up WSL2 on Windows, you can also view the video located here:
161    </p>
162    <p align="center">
163      <iframe width="560" height="315" src="https://www.youtube.com/embed/_fntjriRe48" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
164      <p align="center">
165        Chinese-accessible material available <a href="https://blog.csdn.net/yushuzhen2008/article/details/104944579">here</a>
166      </p>
167    </p>
168    <p>For setting up Docker on Windows, you can also view the video located here:</p>
169    <p align="center">
170      <iframe width="560" height="315" src="https://www.youtube.com/embed/5RQbdMn04Oc" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
171      <p align="center">
172        Chinese-accessible material available <a href="https://docs.microsoft.com/zh-cn/windows/wsl/tutorials/wsl-containers">here</a>
173      </p>
174    </p>
175    <p>
176      For getting GranatumX up and running you will want to execute in your shell:
177      <pre class="code">
178        <code>source <( docker run --rm -it granatumx/scripts:1.0.0 gx.sh )</code></pre>
179    </p>
180    <p>
181      If you receive an error, run:
182      <pre class="code">
183        <code>curl -s http://garmiregroup.org/granatumx/app/gx.txt | source /dev/stdin</code></pre>
184    </p>
185  </section>
186  <!-- Simply set the `src` attribute to your MD file and win -->
187  <section>
188      <h2>Creating your own GBOX</h2>
189      <p>
190        After you have a Bash terminal installed and a copy of Docker working, you can follow the steps below and watch the video below.
191      </p>
192      <p align="center">
193        <iframe width="560" height="315" src="https://www.youtube.com/embed/aBMoxBcDnEI" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
194        <p align="center">
195          Chinese-accessible video available <a href="https://v.youku.com/v_show/id_XNTE2ODE0MDY5Mg==.html">here</a>.
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