diff --git a/lectures/lecture18/Lecture18-scRNA-seq-analysis.ipynb b/lectures/lecture18/Lecture18-scRNA-seq-analysis.ipynb index 7402b086..779c7721 100755 --- a/lectures/lecture18/Lecture18-scRNA-seq-analysis.ipynb +++ b/lectures/lecture18/Lecture18-scRNA-seq-analysis.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:36.750268Z", @@ -25,7 +25,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:36.856033Z", @@ -42,7 +42,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:36.862007Z", @@ -84,21 +84,16 @@ }, { "cell_type": "markdown", - "metadata": { - "ExecuteTime": { - "end_time": "2021-10-29T22:36:14.778846Z", - "start_time": "2021-10-29T22:36:14.643149Z" - } - }, + "metadata": {}, "source": [ - "\n" + "" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "`AnnData` is the central data container similar to `SummarizedExperiment` class we encounted during bulk RNA-seq analysis. These are the main components of the an `AnnData` object.\n", + "`AnnData` is the central single-cell data container in scanpy. These are the main components of the an `AnnData` object.\n", "\n", "- `.X`: Expression matrix of cells X genes (Note that in R, genes X cells representation is used). This could be raw or normalized data. \n", "- `.obs`: `pandas` dataframe with information about cells. Each row is a cell. The number of rows in `.obs` is same as the number of rows in `.X`. Columns contain annotations about cells. E.g., sample, cluster, cell type etc..\n", @@ -124,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.038886Z", @@ -139,7 +134,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.050795Z", @@ -156,7 +151,7 @@ " obsm: 'X_umap'" ] }, - "execution_count": 5, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -191,7 +186,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.059453Z", @@ -214,7 +209,7 @@ " dtype='object', length=7460)" ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -232,7 +227,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.066379Z", @@ -251,7 +246,7 @@ " dtype='object', length=11865)" ] }, - "execution_count": 7, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -269,7 +264,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.080021Z", @@ -382,7 +377,7 @@ "AAACCCATCTCTCGAC-1 0 CD4 T cells 1 3.585686" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } @@ -395,7 +390,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.087771Z", @@ -411,7 +406,7 @@ "Categories (17, object): ['B cell precursor', 'CD4 T cells 1', 'CD4 T cells 2', 'CD8 T cells 1', ..., 'NKT cells', 'pDC', 'pro B cells 1', 'pro B cells 2']" ] }, - "execution_count": 9, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -441,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.123911Z", @@ -458,7 +453,7 @@ " obsm: 'X_umap'" ] }, - "execution_count": 10, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -470,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.132862Z", @@ -487,7 +482,7 @@ " obsm: 'X_umap'" ] }, - "execution_count": 11, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -553,12 +548,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The above function uses the `ad.obms['X_umap']` to plot the umap. If you want to use an alternative visualization, you can use the `sc.pl.scatter` function" + "The above function uses the `ad.obms['X_umap']` to plot the umap. If you want to use an alternative visualization, you can use the `sc.pl.embedding` function" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:37.845884Z", @@ -568,9 +563,9 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -579,12 +574,12 @@ ], "source": [ "# Plot the umap colored by cell types\n", - "sc.pl.scatter(ad, color='celltype', basis='umap')" + "sc.pl.embedding(ad, color='celltype', basis='umap')" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:38.082221Z", @@ -605,12 +600,12 @@ ], "source": [ "# We can highlight cell-types on the umap itself \n", - "sc.pl.umap(ad, color='celltype', legend_loc='on data')" + "sc.pl.embedding(ad, color='celltype', legend_loc='on data', basis='umap')" ] }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:38.261847Z", @@ -639,12 +634,13 @@ ], "source": [ "# Or plot specific cell types\n", - "sc.pl.umap(ad, color='celltype', groups=['CD4 T cells 1', 'CD4 T cells 2'])" + "sc.pl.embedding(ad, basis='umap',\n", + " color='celltype', groups=['CD4 T cells 1', 'CD4 T cells 2'])" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:38.420987Z", @@ -667,12 +663,12 @@ ], "source": [ "# UMAPs can be colored by continuous values too \n", - "sc.pl.umap(ad, color='log_n_counts')" + "sc.pl.embedding(ad, basis='umap', color='log_n_counts')" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:38.734549Z", @@ -695,7 +691,7 @@ ], "source": [ "# Or by gene expression values \n", - "sc.pl.umap(ad, color=['EBF1', 'NKG7'])" + "sc.pl.embedding(ad, basis='umap', color=['EBF1', 'NKG7'])" ] }, { @@ -727,7 +723,7 @@ } ], "source": [ - "# Plot umap colored by leiden clusters using `sc.pl.scatter`. Hint: ad.obs['leiden'] contains all clusters\n" + "# Plot umap colored by leiden clusters using `sc.pl.embedding`. Hint: ad.obs['leiden'] contains all clusters\n" ] }, { @@ -752,7 +748,7 @@ } ], "source": [ - "# Plot umap colored by leiden clusters using `sc.pl.umap` with clusters 1 and 5 highlighted\n" + "# Plot umap colored by leiden clusters using `sc.pl.embedding` with clusters 1 and 5 highlighted\n" ] }, { @@ -920,7 +916,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:39.662602Z", @@ -945,7 +941,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:39.667946Z", @@ -960,7 +956,7 @@ " var: 'gene_ids', 'feature_types', 'genome'" ] }, - "execution_count": 20, + "execution_count": 24, "metadata": {}, "output_type": "execute_result" } @@ -971,7 +967,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:39.948430Z", @@ -986,7 +982,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:39.954027Z", @@ -1001,7 +997,7 @@ " var: 'gene_ids', 'feature_types', 'genome', 'n_cells'" ] }, - "execution_count": 22, + "execution_count": 26, "metadata": {}, "output_type": "execute_result" } @@ -1037,7 +1033,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:39.993752Z", @@ -1052,7 +1048,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:39.999819Z", @@ -1067,7 +1063,7 @@ " var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt'" ] }, - "execution_count": 24, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" } @@ -1213,7 +1209,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:51.848022Z", @@ -1229,7 +1225,7 @@ " var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'pct_dropout_by_counts', 'total_counts'" ] }, - "execution_count": 26, + "execution_count": 29, "metadata": {}, "output_type": "execute_result" } @@ -1242,7 +1238,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:52.611448Z", @@ -1252,7 +1248,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -1278,7 +1274,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:52.761586Z", @@ -1313,7 +1309,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:52.931540Z", @@ -1327,7 +1323,7 @@ "Text(0, 0.5, 'Frequency')" ] }, - "execution_count": 29, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, @@ -1359,7 +1355,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 33, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:52.941715Z", @@ -1376,7 +1372,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 34, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:52.947825Z", @@ -1392,7 +1388,7 @@ " var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'pct_dropout_by_counts', 'total_counts'" ] }, - "execution_count": 31, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } @@ -1417,7 +1413,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 35, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:53.256496Z", @@ -1444,7 +1440,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 36, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:53.263562Z", @@ -1459,7 +1455,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -1470,7 +1466,7 @@ " var: 'gene_ids', 'feature_types', 'genome', 'n_cells', 'mt', 'n_cells_by_counts', 'mean_counts', 'pct_dropout_by_counts', 'total_counts'" ] }, - "execution_count": 34, + "execution_count": 37, "metadata": {}, "output_type": "execute_result" } @@ -1495,7 +1491,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 38, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:53.534546Z", @@ -1520,7 +1516,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 39, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:53.538555Z", @@ -1537,7 +1533,7 @@ " uns: 'log1p'" ] }, - "execution_count": 36, + "execution_count": 39, "metadata": {}, "output_type": "execute_result" } @@ -1562,7 +1558,7 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 40, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:53.552905Z", @@ -1576,7 +1572,7 @@ "6.9383893" ] }, - "execution_count": 37, + "execution_count": 40, "metadata": {}, "output_type": "execute_result" } @@ -1620,7 +1616,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 41, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:54.644027Z", @@ -1634,7 +1630,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 42, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:54.649923Z", @@ -1652,7 +1648,7 @@ " layers: 'scaled'" ] }, - "execution_count": 39, + "execution_count": 42, "metadata": {}, "output_type": "execute_result" } @@ -1691,7 +1687,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 43, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:55.318936Z", @@ -1709,7 +1705,7 @@ " layers: 'scaled'" ] }, - "execution_count": 40, + "execution_count": 43, "metadata": {}, "output_type": "execute_result" } @@ -1721,7 +1717,7 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 44, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:55.681111Z", @@ -1756,7 +1752,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 45, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:56.503257Z", @@ -1770,7 +1766,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 46, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:56.508612Z", @@ -1790,7 +1786,7 @@ " layers: 'scaled'" ] }, - "execution_count": 43, + "execution_count": 46, "metadata": {}, "output_type": "execute_result" } @@ -1924,7 +1920,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 47, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:07:57.009002Z", @@ -1966,7 +1962,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 48, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:04.491684Z", @@ -1981,7 +1977,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 49, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:04.500452Z", @@ -2002,7 +1998,7 @@ " obsp: 'distances', 'connectivities'" ] }, - "execution_count": 47, + "execution_count": 49, "metadata": {}, "output_type": "execute_result" } @@ -2013,7 +2009,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 50, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:05.355958Z", @@ -2034,7 +2030,7 @@ " obsp: 'distances', 'connectivities'" ] }, - "execution_count": 48, + "execution_count": 50, "metadata": {}, "output_type": "execute_result" } @@ -2048,7 +2044,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 51, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:15.635415Z", @@ -2062,7 +2058,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 52, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:16.162969Z", @@ -2085,7 +2081,7 @@ ], "source": [ "# Plot umaps colored by clusters and total counts\n", - "sc.pl.umap(pbmc_ad, color=['leiden', 'total_counts'])" + "sc.pl.embedding(pbmc_ad, basis='umap', color=['leiden', 'total_counts'])" ] }, { @@ -2134,7 +2130,7 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 53, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:16.472905Z", @@ -2156,7 +2152,7 @@ } ], "source": [ - "sc.pl.umap(pbmc_ad, color=['CD14', 'CD79A'])" + "sc.pl.embedding(pbmc_ad, basis='umap', color=['CD14', 'CD79A'])" ] }, { @@ -2168,7 +2164,7 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 54, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:16.766035Z", @@ -2190,7 +2186,7 @@ } ], "source": [ - "sc.pl.umap(pbmc_ad, color=['CD14', 'CD79A'], layer='scaled', \n", + "sc.pl.embedding(pbmc_ad, basis='umap', color=['CD14', 'CD79A'], layer='scaled', \n", " cmap='RdBu_r')" ] }, @@ -2203,7 +2199,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 55, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:16.772298Z", @@ -2228,7 +2224,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 56, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:17.387411Z", @@ -2271,7 +2267,7 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": 57, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:19.884383Z", @@ -2299,7 +2295,7 @@ }, { "cell_type": "code", - "execution_count": 57, + "execution_count": 58, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:20.555990Z", @@ -2359,12 +2355,12 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "`scanpy` provides a simple interface for identifying and visualizing differentially expression genes. The tests are reasonably reliable but [MAST](https://www.bioconductor.org/packages/release/bioc/html/MAST.html) takes a more principled approach and gives better results. " + "`scanpy` provides a simple interface for identifying and visualizing differentially expression genes. The tests are reasonably reliable but [MAST](https://www.bioconductor.org/packages/release/bioc/html/MAST.html) takes a more principled approach and gives better results. [ClusterDE](https://www.biorxiv.org/content/10.1101/2023.07.21.550107v1) is another approach that takes a principled statistical approach for differential gene expression analysis." ] }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 59, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:22.661103Z", @@ -2395,7 +2391,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 60, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:27.432512Z", @@ -2422,7 +2418,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 61, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:27.870690Z", @@ -2443,12 +2439,12 @@ ], "source": [ "# A reminder of the clusters\n", - "sc.pl.umap(pbmc_ad, color=['leiden'])" + "sc.pl.embedding(pbmc_ad, basis='umap', color=['leiden'])" ] }, { "cell_type": "code", - "execution_count": 61, + "execution_count": 62, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:35.636704Z", @@ -2485,7 +2481,7 @@ }, { "cell_type": "code", - "execution_count": 62, + "execution_count": 63, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:39.170967Z", @@ -2528,7 +2524,7 @@ }, { "cell_type": "code", - "execution_count": 63, + "execution_count": 65, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:39.420472Z", @@ -2675,7 +2671,7 @@ "[121 rows x 5 columns]" ] }, - "execution_count": 63, + "execution_count": 65, "metadata": {}, "output_type": "execute_result" } @@ -2867,7 +2863,7 @@ } ], "source": [ - "# Plot the expression of top 10 differentially genes in cluster 10 as dotplots\n", + "# Plot the expression of top 10 differentially genes in cluster 8 as dotplots\n", "# Hint: Use sc.pl.dotplot\n" ] }, @@ -3001,7 +2997,7 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 67, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:43.451445Z", @@ -3028,7 +3024,7 @@ }, { "cell_type": "code", - "execution_count": 65, + "execution_count": 68, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:43.488404Z", @@ -3043,7 +3039,7 @@ }, { "cell_type": "code", - "execution_count": 66, + "execution_count": 69, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:43.531414Z", @@ -3060,7 +3056,7 @@ " var: 'gene_ids', 'feature_types', 'genome')" ] }, - "execution_count": 66, + "execution_count": 69, "metadata": {}, "output_type": "execute_result" } @@ -3071,7 +3067,7 @@ }, { "cell_type": "code", - "execution_count": 67, + "execution_count": 70, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:43.538124Z", @@ -3087,7 +3083,7 @@ }, { "cell_type": "code", - "execution_count": 68, + "execution_count": 71, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:44.835436Z", @@ -3111,7 +3107,7 @@ " var: 'feature_types', 'genome', 'gene_ids-0', 'gene_ids-1'" ] }, - "execution_count": 68, + "execution_count": 71, "metadata": {}, "output_type": "execute_result" } @@ -3140,7 +3136,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 72, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:46.848366Z", @@ -3155,7 +3151,7 @@ }, { "cell_type": "code", - "execution_count": 70, + "execution_count": 73, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:47.495837Z", @@ -3171,7 +3167,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 74, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:08:51.250769Z", @@ -3187,7 +3183,7 @@ }, { "cell_type": "code", - "execution_count": 72, + "execution_count": 75, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:09:18.102795Z", @@ -3204,7 +3200,7 @@ }, { "cell_type": "code", - "execution_count": 73, + "execution_count": 76, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:09:18.885718Z", @@ -3224,7 +3220,7 @@ } ], "source": [ - "sc.pl.umap(comb_ad, color=['Dataset', 'leiden'])" + "sc.pl.embedding(comb_ad, basis='umap', color=['Dataset', 'leiden'])" ] }, { @@ -3238,7 +3234,7 @@ }, { "cell_type": "code", - "execution_count": 74, + "execution_count": 78, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:09:19.627365Z", @@ -3261,7 +3257,7 @@ } ], "source": [ - "sc.pl.umap(comb_ad, color=['CD14', 'CD79A', 'IL7R', 'NKG7'])" + "sc.pl.embedding(comb_ad, basis='umap', color=['CD14', 'CD79A', 'IL7R', 'NKG7'])" ] }, { @@ -3285,7 +3281,7 @@ }, { "cell_type": "code", - "execution_count": 75, + "execution_count": 79, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:10:04.839495Z", @@ -3297,17 +3293,17 @@ "name": "stderr", "output_type": "stream", "text": [ - "2022-11-16 20:54:30,264 - harmonypy - INFO - Iteration 1 of 10\n", - "2022-11-16 20:54:38,069 - harmonypy - INFO - Iteration 2 of 10\n", - "2022-11-16 20:54:44,585 - harmonypy - INFO - Iteration 3 of 10\n", - "2022-11-16 20:54:51,972 - harmonypy - INFO - Iteration 4 of 10\n", - "2022-11-16 20:54:59,734 - harmonypy - INFO - Iteration 5 of 10\n", - "2022-11-16 20:55:06,969 - harmonypy - INFO - Iteration 6 of 10\n", - "2022-11-16 20:55:09,445 - harmonypy - INFO - Iteration 7 of 10\n", - "2022-11-16 20:55:13,952 - harmonypy - INFO - Iteration 8 of 10\n", - "2022-11-16 20:55:17,440 - harmonypy - INFO - Iteration 9 of 10\n", - "2022-11-16 20:55:19,858 - harmonypy - INFO - Iteration 10 of 10\n", - "2022-11-16 20:55:22,368 - harmonypy - INFO - Stopped before convergence\n" + "2023-11-27 21:10:28,268 - harmonypy - INFO - Iteration 1 of 10\n", + "2023-11-27 21:10:35,518 - harmonypy - INFO - Iteration 2 of 10\n", + "2023-11-27 21:10:42,512 - harmonypy - INFO - Iteration 3 of 10\n", + "2023-11-27 21:10:50,599 - harmonypy - INFO - Iteration 4 of 10\n", + "2023-11-27 21:10:57,056 - harmonypy - INFO - Iteration 5 of 10\n", + "2023-11-27 21:11:03,436 - harmonypy - INFO - Iteration 6 of 10\n", + "2023-11-27 21:11:05,478 - harmonypy - INFO - Iteration 7 of 10\n", + "2023-11-27 21:11:07,498 - harmonypy - INFO - Iteration 8 of 10\n", + "2023-11-27 21:11:09,842 - harmonypy - INFO - Iteration 9 of 10\n", + "2023-11-27 21:11:12,683 - harmonypy - INFO - Iteration 10 of 10\n", + "2023-11-27 21:11:15,308 - harmonypy - INFO - Stopped before convergence\n" ] } ], @@ -3355,12 +3351,12 @@ } }, "source": [ - "`sc.tl.leiden` and `sc.tl.umap` overwrite existing results. Lets save them for comparison" + "`sc.pp.neighbors`, `sc.tl.leiden` and `sc.tl.umap` all overwrite existing results. Lets save them for comparison" ] }, { "cell_type": "code", - "execution_count": 77, + "execution_count": 80, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:10:04.852654Z", @@ -3375,7 +3371,7 @@ }, { "cell_type": "code", - "execution_count": 78, + "execution_count": 81, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:10:21.426027Z", @@ -3392,7 +3388,7 @@ }, { "cell_type": "code", - "execution_count": 79, + "execution_count": 82, "metadata": { "ExecuteTime": { "end_time": "2021-11-01T22:10:22.127423Z", @@ -3412,19 +3408,14 @@ } ], "source": [ - "sc.pl.umap(comb_ad, color=['Dataset', 'leiden'])\n", + "sc.pl.embedding(comb_ad, basis='umap', color=['Dataset', 'leiden'])\n", "# Notice the overlap!" ] }, { "cell_type": "code", - "execution_count": 80, - "metadata": { - "ExecuteTime": { - "end_time": "2021-11-01T22:10:22.901442Z", - "start_time": "2021-11-01T22:10:22.128834Z" - } - }, + "execution_count": null, + "metadata": {}, "outputs": [ { "data": { @@ -3433,9 +3424,7 @@ "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -3446,19 +3435,14 @@ }, { "cell_type": "code", - "execution_count": 81, - "metadata": { - "ExecuteTime": { - "end_time": "2021-11-01T22:10:23.141350Z", - "start_time": "2021-11-01T22:10:22.902849Z" - } - }, + "execution_count": 83, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", 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" + "
" ] }, "metadata": {}, @@ -3466,25 +3450,20 @@ } ], "source": [ - "# Plot the corrected clusters on uncorrected umap\n", - "sc.pl.scatter(comb_ad, basis='umap_no_correction', color='leiden')" + "# You can specify a different basis for previous umap\n", + "sc.pl.embedding(comb_ad, basis='umap_no_correction', color=['Dataset', 'leiden'])\n" ] }, { "cell_type": "code", - "execution_count": 82, - "metadata": { - "ExecuteTime": { - "end_time": "2021-11-01T22:10:23.409785Z", - "start_time": "2021-11-01T22:10:23.142937Z" - } - }, + "execution_count": 85, + "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -3492,8 +3471,8 @@ } ], "source": [ - "# Plot the uncorrected clusters on corrected umap\n", - "sc.pl.scatter(comb_ad, basis='umap', color='leiden_no_correction')" + "# Compare clusters pre and post batch correction\n", + "sc.pl.embedding(comb_ad, basis='umap', color=['leiden', 'leiden_no_correction'])\n" ] }, { diff --git a/lectures/lecture18/assets/anndata_schema.svg b/lectures/lecture18/assets/anndata_schema.svg new file mode 100644 index 00000000..e871b98d --- /dev/null +++ b/lectures/lecture18/assets/anndata_schema.svg @@ -0,0 +1,175 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +