From 14c6491d298c48c450aa077f2a3a5e5cc4f9da9d Mon Sep 17 00:00:00 2001
From: Roy Francis <roymathewfrancis@gmail.com>
Date: Thu, 15 Feb 2024 16:03:21 +0100
Subject: [PATCH] Fixed sce path_file bug in seurat trajectory

---
 compiled/labs/seurat/seurat_07_trajectory.qmd |  34 +++++++------
 docs/labs/index.html                          |  48 +++++++++---------
 docs/labs/seurat/seurat_07_trajectory.html    |  26 +++++-----
 .../figure-html/unnamed-chunk-21-1.png        | Bin 540603 -> 533169 bytes
 .../figure-html/unnamed-chunk-23-1.png        | Bin 437931 -> 371898 bytes
 .../figure-html/unnamed-chunk-25-1.png        | Bin 416537 -> 415721 bytes
 labs/seurat/seurat_07_trajectory.qmd          |   6 ++-
 7 files changed, 60 insertions(+), 54 deletions(-)

diff --git a/compiled/labs/seurat/seurat_07_trajectory.qmd b/compiled/labs/seurat/seurat_07_trajectory.qmd
index fe52fbda..49b14edc 100644
--- a/compiled/labs/seurat/seurat_07_trajectory.qmd
+++ b/compiled/labs/seurat/seurat_07_trajectory.qmd
@@ -359,28 +359,30 @@ Fitting the model:
 >
 > This is a slow compute intensive step, we will not run this now and
 > instead use a pre-computed file in the step below.
->
-> ``` {r}
-> path_file <- "data/trajectory/seurat_scegam.rds"
->
-> # fetch_data is defined at the top of this document
-> if (!fetch_data) {
->   sceGAM <- fitGAM(
->     counts = drop0(obj@assays$RNA@data[sel_genes, sel_cells]),
->     pseudotime = pseudotime[sel_cells, ],
->     cellWeights = cellWeights[sel_cells, ],
->     nknots = 5, verbose = T, parallel = T, sce = TRUE,
->     BPPARAM = BiocParallel::MulticoreParam()
->   )
->   saveRDS(sceGAM, path_file)
-> }
-> ```
 
 </div>
 
+``` {r}
+path_file <- "data/trajectory/seurat_scegam.rds"
+
+# fetch_data is defined at the top of this document
+if (!fetch_data) {
+  sceGAM <- fitGAM(
+    counts = drop0(obj@assays$RNA@data[sel_genes, sel_cells]),
+    pseudotime = pseudotime[sel_cells, ],
+    cellWeights = cellWeights[sel_cells, ],
+    nknots = 5, verbose = T, parallel = T, sce = TRUE,
+    BPPARAM = BiocParallel::MulticoreParam()
+  )
+  saveRDS(sceGAM, path_file)
+}
+```
+
 Download the precomputed file.
 
 ``` {r}
+path_file <- "data/trajectory/seurat_scegam.rds"
+
 # fetch_data is defined at the top of this document
 if (fetch_data) {
   if (!file.exists(path_file)) download.file(url = file.path(path_data, "trajectory/results/seurat_scegam.rds"), destfile = path_file)
diff --git a/docs/labs/index.html b/docs/labs/index.html
index 3df64582..f648b2fe 100644
--- a/docs/labs/index.html
+++ b/docs/labs/index.html
@@ -261,7 +261,7 @@ <h1 class="title">Labs</h1>
 <h2 class="anchored" data-anchor-id="fa-brands-r-project-seurat"><i class="fa-brands fa-r-project" aria-label="r-project"></i> Seurat</h2>
 <div id="listing-seurat" class="quarto-listing quarto-listing-container-grid">
 <div class="list grid quarto-listing-cols-4">
-<div class="g-col-1" data-index="0" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="7">
+<div class="g-col-1" data-index="0" data-listing-file-modified-sort="1707212755423" data-listing-reading-time-sort="7">
 <a href="../labs/seurat/seurat_01_qc.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -275,7 +275,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="1" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="5">
+<div class="g-col-1" data-index="1" data-listing-file-modified-sort="1707212755423" data-listing-reading-time-sort="5">
 <a href="../labs/seurat/seurat_02_dimred.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -289,7 +289,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="2" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="7">
+<div class="g-col-1" data-index="2" data-listing-file-modified-sort="1707598703693" data-listing-reading-time-sort="7">
 <a href="../labs/seurat/seurat_03_integration.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -303,7 +303,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="3" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="4">
+<div class="g-col-1" data-index="3" data-listing-file-modified-sort="1707598703694" data-listing-reading-time-sort="4">
 <a href="../labs/seurat/seurat_04_clustering.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -317,7 +317,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="4" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="13">
+<div class="g-col-1" data-index="4" data-listing-file-modified-sort="1707250431015" data-listing-reading-time-sort="14">
 <a href="../labs/seurat/seurat_05_dge.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -331,7 +331,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="5" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="6">
+<div class="g-col-1" data-index="5" data-listing-file-modified-sort="1707250431017" data-listing-reading-time-sort="7">
 <a href="../labs/seurat/seurat_06_celltyping.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -345,7 +345,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="6" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="13">
+<div class="g-col-1" data-index="6" data-listing-file-modified-sort="1708008688069" data-listing-reading-time-sort="13">
 <a href="../labs/seurat/seurat_07_trajectory.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -359,7 +359,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="7" data-listing-file-modified-sort="1707175198241" data-listing-reading-time-sort="10">
+<div class="g-col-1" data-index="7" data-listing-file-modified-sort="1707212755427" data-listing-reading-time-sort="10">
 <a href="../labs/seurat/seurat_08_spatial.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -383,7 +383,7 @@ <h5 class="no-anchor card-title listing-title">
 <h2 class="anchored" data-anchor-id="fa-brands-r-project-bioconductor"><i class="fa-brands fa-r-project" aria-label="r-project"></i> Bioconductor</h2>
 <div id="listing-bioconductor" class="quarto-listing quarto-listing-container-grid">
 <div class="list grid quarto-listing-cols-4">
-<div class="g-col-1" data-index="0" data-listing-file-modified-sort="1707094565231" data-listing-reading-time-sort="8">
+<div class="g-col-1" data-index="0" data-listing-file-modified-sort="1707212755403" data-listing-reading-time-sort="8">
 <a href="../labs/bioc/bioc_01_qc.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -397,7 +397,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="1" data-listing-file-modified-sort="1707137388623" data-listing-reading-time-sort="5">
+<div class="g-col-1" data-index="1" data-listing-file-modified-sort="1707212755405" data-listing-reading-time-sort="5">
 <a href="../labs/bioc/bioc_02_dimred.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -411,7 +411,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="2" data-listing-file-modified-sort="1707137402503" data-listing-reading-time-sort="5">
+<div class="g-col-1" data-index="2" data-listing-file-modified-sort="1707598703693" data-listing-reading-time-sort="5">
 <a href="../labs/bioc/bioc_03_integration.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -425,7 +425,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="3" data-listing-file-modified-sort="1707137395359" data-listing-reading-time-sort="4">
+<div class="g-col-1" data-index="3" data-listing-file-modified-sort="1707212755409" data-listing-reading-time-sort="4">
 <a href="../labs/bioc/bioc_04_clustering.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -439,7 +439,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="4" data-listing-file-modified-sort="1707137409879" data-listing-reading-time-sort="5">
+<div class="g-col-1" data-index="4" data-listing-file-modified-sort="1707212755411" data-listing-reading-time-sort="5">
 <a href="../labs/bioc/bioc_05_dge.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -453,7 +453,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="5" data-listing-file-modified-sort="1707137418579" data-listing-reading-time-sort="8">
+<div class="g-col-1" data-index="5" data-listing-file-modified-sort="1707212755412" data-listing-reading-time-sort="8">
 <a href="../labs/bioc/bioc_06_celltyping.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -467,7 +467,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="6" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="13">
+<div class="g-col-1" data-index="6" data-listing-file-modified-sort="1707212755416" data-listing-reading-time-sort="13">
 <a href="../labs/bioc/bioc_08_spatial.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -491,7 +491,7 @@ <h5 class="no-anchor card-title listing-title">
 <h2 class="anchored" data-anchor-id="fa-brands-python-scanpy"><i class="fa-brands fa-python" aria-label="python"></i> Scanpy</h2>
 <div id="listing-scanpy" class="quarto-listing quarto-listing-container-grid">
 <div class="list grid quarto-listing-cols-4">
-<div class="g-col-1" data-index="0" data-listing-file-modified-sort="1707094565235" data-listing-reading-time-sort="7">
+<div class="g-col-1" data-index="0" data-listing-file-modified-sort="1707212755419" data-listing-reading-time-sort="7">
 <a href="../labs/scanpy/scanpy_01_qc.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -505,7 +505,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="1" data-listing-file-modified-sort="1707154848252" data-listing-reading-time-sort="4">
+<div class="g-col-1" data-index="1" data-listing-file-modified-sort="1707212755419" data-listing-reading-time-sort="4">
 <a href="../labs/scanpy/scanpy_02_dimred.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -519,7 +519,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="2" data-listing-file-modified-sort="1707154867964" data-listing-reading-time-sort="5">
+<div class="g-col-1" data-index="2" data-listing-file-modified-sort="1707212755419" data-listing-reading-time-sort="5">
 <a href="../labs/scanpy/scanpy_03_integration.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -533,7 +533,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="3" data-listing-file-modified-sort="1707154875992" data-listing-reading-time-sort="4">
+<div class="g-col-1" data-index="3" data-listing-file-modified-sort="1707212755420" data-listing-reading-time-sort="4">
 <a href="../labs/scanpy/scanpy_04_clustering.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -547,7 +547,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="4" data-listing-file-modified-sort="1707154883396" data-listing-reading-time-sort="7">
+<div class="g-col-1" data-index="4" data-listing-file-modified-sort="1707212755420" data-listing-reading-time-sort="7">
 <a href="../labs/scanpy/scanpy_05_dge.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -561,7 +561,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="5" data-listing-file-modified-sort="1707154890440" data-listing-reading-time-sort="6">
+<div class="g-col-1" data-index="5" data-listing-file-modified-sort="1707212755421" data-listing-reading-time-sort="6">
 <a href="../labs/scanpy/scanpy_06_celltyping.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -575,7 +575,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="6" data-listing-file-modified-sort="1707154897236" data-listing-reading-time-sort="8">
+<div class="g-col-1" data-index="6" data-listing-file-modified-sort="1707212755421" data-listing-reading-time-sort="8">
 <a href="../labs/scanpy/scanpy_07_trajectory.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -589,7 +589,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
 </a>
 </div>
-<div class="g-col-1" data-index="7" data-listing-file-modified-sort="1707173034337" data-listing-reading-time-sort="10">
+<div class="g-col-1" data-index="7" data-listing-file-modified-sort="1707212755423" data-listing-reading-time-sort="10">
 <a href="../labs/scanpy/scanpy_08_spatial.html" class="quarto-grid-link">
 <div class="quarto-grid-item card h-100 card-left">
 <p class="card-img-top">
@@ -858,7 +858,7 @@ <h5 class="no-anchor card-title listing-title">
 </div>
   </div>
 </footer>
-<script>var lightboxQuarto = GLightbox({"selector":".lightbox","descPosition":"bottom","openEffect":"zoom","loop":true,"closeEffect":"zoom"});</script>
+<script>var lightboxQuarto = GLightbox({"selector":".lightbox","descPosition":"bottom","openEffect":"zoom","closeEffect":"zoom","loop":true});</script>
 
 
 
diff --git a/docs/labs/seurat/seurat_07_trajectory.html b/docs/labs/seurat/seurat_07_trajectory.html
index 318489ee..6fede221 100644
--- a/docs/labs/seurat/seurat_07_trajectory.html
+++ b/docs/labs/seurat/seurat_07_trajectory.html
@@ -215,7 +215,7 @@ <h1 class="title"><i class="fa-solid fa-route" aria-label="route"></i> Trajector
       <div>
       <div class="quarto-title-meta-heading">Published</div>
       <div class="quarto-title-meta-contents">
-        <p class="date">06-Feb-2024</p>
+        <p class="date">15-Feb-2024</p>
       </div>
     </div>
     
@@ -461,7 +461,7 @@ <h2 data-number="4" class="anchored" data-anchor-id="exploring-the-data"><span c
 <span id="cb9-4"><a href="#cb9-4" aria-hidden="true" tabindex="-1"></a>p_State</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 <div class="cell-output-display">
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 </div>
 </div>
 <div class="cell">
@@ -656,6 +656,8 @@ <h2 data-number="6" class="anchored" data-anchor-id="finding-differentially-expr
 </div>
 <div class="callout-body-container callout-body">
 <p>This is a slow compute intensive step, we will not run this now and instead use a pre-computed file in the step below.</p>
+</div>
+</div>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb18"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb18-1"><a href="#cb18-1" aria-hidden="true" tabindex="-1"></a>path_file <span class="ot">&lt;-</span> <span class="st">"data/trajectory/seurat_scegam.rds"</span></span>
 <span id="cb18-2"><a href="#cb18-2" aria-hidden="true" tabindex="-1"></a></span>
@@ -671,14 +673,14 @@ <h2 data-number="6" class="anchored" data-anchor-id="finding-differentially-expr
 <span id="cb18-12"><a href="#cb18-12" aria-hidden="true" tabindex="-1"></a>  <span class="fu">saveRDS</span>(sceGAM, path_file)</span>
 <span id="cb18-13"><a href="#cb18-13" aria-hidden="true" tabindex="-1"></a>}</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
-</div>
-</div>
 <p>Download the precomputed file.</p>
 <div class="cell">
-<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a><span class="co"># fetch_data is defined at the top of this document</span></span>
-<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a><span class="cf">if</span> (fetch_data) {</span>
-<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a>  <span class="cf">if</span> (<span class="sc">!</span><span class="fu">file.exists</span>(path_file)) <span class="fu">download.file</span>(<span class="at">url =</span> <span class="fu">file.path</span>(path_data, <span class="st">"trajectory/results/seurat_scegam.rds"</span>), <span class="at">destfile =</span> path_file)</span>
-<span id="cb19-4"><a href="#cb19-4" aria-hidden="true" tabindex="-1"></a>}</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
+<div class="sourceCode cell-code" id="cb19"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb19-1"><a href="#cb19-1" aria-hidden="true" tabindex="-1"></a>path_file <span class="ot">&lt;-</span> <span class="st">"data/trajectory/seurat_scegam.rds"</span></span>
+<span id="cb19-2"><a href="#cb19-2" aria-hidden="true" tabindex="-1"></a></span>
+<span id="cb19-3"><a href="#cb19-3" aria-hidden="true" tabindex="-1"></a><span class="co"># fetch_data is defined at the top of this document</span></span>
+<span id="cb19-4"><a href="#cb19-4" aria-hidden="true" tabindex="-1"></a><span class="cf">if</span> (fetch_data) {</span>
+<span id="cb19-5"><a href="#cb19-5" aria-hidden="true" tabindex="-1"></a>  <span class="cf">if</span> (<span class="sc">!</span><span class="fu">file.exists</span>(path_file)) <span class="fu">download.file</span>(<span class="at">url =</span> <span class="fu">file.path</span>(path_data, <span class="st">"trajectory/results/seurat_scegam.rds"</span>), <span class="at">destfile =</span> path_file)</span>
+<span id="cb19-6"><a href="#cb19-6" aria-hidden="true" tabindex="-1"></a>}</span></code><button title="Copy to Clipboard" class="code-copy-button"><i class="bi"></i></button></pre></div>
 </div>
 <div class="cell">
 <div class="sourceCode cell-code" id="cb20"><pre class="sourceCode r code-with-copy"><code class="sourceCode r"><span id="cb20-1"><a href="#cb20-1" aria-hidden="true" tabindex="-1"></a><span class="co"># read data</span></span>
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@@ -852,7 +854,7 @@ <h3 data-number="6.3" class="anchored" data-anchor-id="genes-that-are-different-
 
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diff --git a/labs/seurat/seurat_07_trajectory.qmd b/labs/seurat/seurat_07_trajectory.qmd
index 9da5fc97..47222e95 100644
--- a/labs/seurat/seurat_07_trajectory.qmd
+++ b/labs/seurat/seurat_07_trajectory.qmd
@@ -295,6 +295,8 @@ Fitting the model:
 
 This is a slow compute intensive step, we will not run this now and instead use a pre-computed file in the step below.
 
+:::
+
 ```{r}
 path_file <- "data/trajectory/seurat_scegam.rds"
 
@@ -311,11 +313,11 @@ if (!fetch_data) {
 }
 ```
 
-:::
-
 Download the precomputed file.
 
 ```{r}
+path_file <- "data/trajectory/seurat_scegam.rds"
+
 # fetch_data is defined at the top of this document
 if (fetch_data) {
   if (!file.exists(path_file)) download.file(url = file.path(path_data, "trajectory/results/seurat_scegam.rds"), destfile = path_file)