{ "cells": [ { "cell_type": "markdown", "id": "c000", "metadata": {}, "source": [ "# Quality control\n", "\n", "A cell can be bad, the image it came from can be bad, or the whole well can be. This page flags each level on the\n", "13,578 cells of {func}`~mantispy.ds.jump_cells`: 24 wells of the JUMP plate `BR00121438`, four fields of view\n", "each, as CellProfiler measured them {cite:p}`Chandrasekaran_2023`. The first call downloads about 1.5 GB.\n", "\n", "The QC functions only write flags. The `filter_` functions drop what was flagged, and you choose which to call." ] }, { "cell_type": "code", "execution_count": 1, "id": "c001", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:37:22.075644Z", "iopub.status.busy": "2026-10-28T21:37:22.075530Z", "iopub.status.idle": "2026-10-28T21:37:52.218581Z", "shell.execute_reply": "2026-10-28T21:37:52.217484Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " Support/hatch/env/virtual/mantispy/nKTmkbPY/tutorials/lib/python3.13/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", " from .autonotebook import tqdm as notebook_tqdm\n", "Downloading file 'jump_cells.h5ad' from 'https://exampledata.scverse.org/mantispy/jump_cells/jump_cells.h5ad' to ''.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", " 0%| | 0.00/322M [00:00\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Metadata_WellMetadata_Siteqc_image_scoreqc_image_fail
Metadata_ImageID
BR00121438|B09|4|292B09419.483637True
BR00121438|B09|1|289B09119.113390True
BR00121438|J09|1|2017J09114.748206True
BR00121438|B09|2|290B09213.430829True
BR00121438|B04|2|245B0429.030103True
\n", "" ], "text/plain": [ " Metadata_Well Metadata_Site qc_image_score \\\n", "Metadata_ImageID \n", "BR00121438|B09|4|292 B09 4 19.483637 \n", "BR00121438|B09|1|289 B09 1 19.113390 \n", "BR00121438|J09|1|2017 J09 1 14.748206 \n", "BR00121438|B09|2|290 B09 2 13.430829 \n", "BR00121438|B04|2|245 B04 2 9.030103 \n", "\n", " qc_image_fail \n", "Metadata_ImageID \n", "BR00121438|B09|4|292 True \n", "BR00121438|B09|1|289 True \n", "BR00121438|J09|1|2017 True \n", "BR00121438|B09|2|290 True \n", "BR00121438|B04|2|245 True " ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mt.pp.image_qc(cells, method=\"mad\")\n", "images = cells.uns[\"mantispy\"][\"image_qc\"]\n", "print(f\"{int(images['qc_image_fail'].sum())} of {len(images)} fields flagged\")\n", "images.sort_values(\"qc_image_score\", ascending=False)[\n", " [\"Metadata_Well\", \"Metadata_Site\", \"qc_image_score\", \"qc_image_fail\"]\n", "].head()" ] }, { "cell_type": "code", "execution_count": 3, "id": "c004", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:37:52.278154Z", "iopub.status.busy": "2026-10-28T21:37:52.277977Z", "iopub.status.idle": "2026-10-28T21:37:56.251797Z", "shell.execute_reply": "2026-10-28T21:37:56.250723Z" } }, "outputs": [ { "data": { "text/html": [ " \n", " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "
\n", "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mt.pl.image_qc(cells);" ] }, { "cell_type": "code", "execution_count": 4, "id": "c005", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:37:56.254685Z", "iopub.status.busy": "2026-10-28T21:37:56.254517Z", "iopub.status.idle": "2026-10-28T21:37:56.264379Z", "shell.execute_reply": "2026-10-28T21:37:56.263357Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "compound in B09: JCP2022_098688 | median Mito focus score over the plate: 0.0044\n" ] }, { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Metadata_SiteImageQuality_FocusScore_OrigMitoqc_image_fail
Metadata_ImageID
BR00121438|B09|1|28910.043975True
BR00121438|B09|2|29020.032221True
BR00121438|B09|3|29130.018285True
BR00121438|B09|4|29240.044741True
\n", "
" ], "text/plain": [ " Metadata_Site ImageQuality_FocusScore_OrigMito \\\n", "Metadata_ImageID \n", "BR00121438|B09|1|289 1 0.043975 \n", "BR00121438|B09|2|290 2 0.032221 \n", "BR00121438|B09|3|291 3 0.018285 \n", "BR00121438|B09|4|292 4 0.044741 \n", "\n", " qc_image_fail \n", "Metadata_ImageID \n", "BR00121438|B09|1|289 True \n", "BR00121438|B09|2|290 True \n", "BR00121438|B09|3|291 True \n", "BR00121438|B09|4|292 True " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "print(\n", " \"compound in B09:\",\n", " cells.obs.loc[cells.obs[\"Metadata_Well\"] == \"B09\", \"Metadata_Perturbation\"].iloc[0],\n", " \"| median Mito focus score over the plate:\",\n", " round(float(images[\"ImageQuality_FocusScore_OrigMito\"].median()), 4),\n", ")\n", "images.loc[images[\"Metadata_Well\"] == \"B09\", [\"Metadata_Site\", \"ImageQuality_FocusScore_OrigMito\", \"qc_image_fail\"]]" ] }, { "cell_type": "markdown", "id": "c006", "metadata": {}, "source": [ "Nine of the 96 fields are flagged, and four of them are the fields of one well, B09, whose Mito focus score is four\n", "to ten times the plate's median. B09 received a compound, not DMSO. A focus score measures fine texture, so a\n", "compound that changes the texture of the Mito stain moves it the way a blurred image would. Look at a flagged field\n", "before dropping it: filtering these four removes the whole of one treated well." ] }, { "cell_type": "code", "execution_count": 5, "id": "c007", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:37:56.270993Z", "iopub.status.busy": "2026-10-28T21:37:56.270822Z", "iopub.status.idle": "2026-10-28T21:38:11.534897Z", "shell.execute_reply": "2026-10-28T21:38:11.533815Z" } }, "outputs": [ { "data": { "text/plain": [ "{'flagged by mad': ['BR00121438|B04|2|245',\n", " 'BR00121438|B09|1|289',\n", " 'BR00121438|B09|2|290',\n", " 'BR00121438|B09|3|291',\n", " 'BR00121438|B09|4|292',\n", " 'BR00121438|E05|2|902',\n", " 'BR00121438|H19|1|1675',\n", " 'BR00121438|J04|2|1973',\n", " 'BR00121438|J09|1|2017'],\n", " 'flagged by knn': ['BR00121438|B12|1|316',\n", " 'BR00121438|H12|2|1613',\n", " 'BR00121438|H19|1|1675',\n", " 'BR00121438|H19|3|1677',\n", " 'BR00121438|J09|1|2017']}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "knn = mt.pp.image_qc(cells, method=\"knn\", copy=True).uns[\"mantispy\"][\"image_qc\"]\n", "{\n", " \"flagged by mad\": sorted(images.index[images[\"qc_image_fail\"]]),\n", " \"flagged by knn\": sorted(knn.index[knn[\"qc_image_fail\"]]),\n", "}" ] }, { "cell_type": "markdown", "id": "c008", "metadata": {}, "source": [ "The two methods agree on two fields. `mad` flags a field where any single metric is extreme, `knn` one whose\n", "combination of metrics is unusual, and on real images they mostly flag different ones. `filter_images` drops the\n", "fields `mad` flagged, and their cells with them." ] }, { "cell_type": "code", "execution_count": 6, "id": "c009", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:11.539339Z", "iopub.status.busy": "2026-10-28T21:38:11.538264Z", "iopub.status.idle": "2026-10-28T21:38:11.674614Z", "shell.execute_reply": "2026-10-28T21:38:11.673669Z" } }, "outputs": [ { "data": { "text/plain": [ "(12320, 5839)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mt.pp.filter_images(cells)\n", "cells.shape" ] }, { "cell_type": "markdown", "id": "c010", "metadata": {}, "source": [ "## Cells\n", "\n", "`calculate_qc_metrics` writes per-cell and per-feature statistics. The most important one is `qc_nan_fraction`.\n", "Some missing values are normal in CellProfiler output, because some measurements are undefined for some\n", "objects, so the QC flags threshold the fraction of missing features instead of requiring none. Every `qc_*`\n", "flag is `True` for a problem, and `qc_fail` is their union: the column `filter_cells` drops on." ] }, { "cell_type": "code", "execution_count": 7, "id": "c011", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:11.677447Z", "iopub.status.busy": "2026-10-28T21:38:11.677080Z", "iopub.status.idle": "2026-10-28T21:38:18.185549Z", "shell.execute_reply": "2026-10-28T21:38:18.184763Z" } }, "outputs": [ { "data": { "text/plain": [ "{'cells with some missing data': 0.001, 'cells passing QC': 0.995}" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mt.pp.calculate_qc_metrics(cells)\n", "{\n", " \"cells with some missing data\": round(float((cells.obs[\"qc_n_nan_features\"] > 0).mean()), 3),\n", " \"cells passing QC\": round(float((~cells.obs[\"qc_fail\"]).mean()), 3),\n", "}" ] }, { "cell_type": "code", "execution_count": 8, "id": "c012", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:18.187280Z", "iopub.status.busy": "2026-10-28T21:38:18.187135Z", "iopub.status.idle": "2026-10-28T21:38:19.277996Z", "shell.execute_reply": "2026-10-28T21:38:19.276875Z" } }, "outputs": [ { "data": { "text/plain": [ "(12260, 5685)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mt.pp.filter_cells(cells, min_cells_per_well=20)\n", "mt.pp.filter_features(cells, min_variance=1e-8)\n", "cells.shape" ] }, { "cell_type": "markdown", "id": "c013", "metadata": {}, "source": [ "Dropping the flagged fields took the plate from 13,578 cells to 12,320. Real CellProfiler output has few missing\n", "values here: one cell in a thousand has any. `filter_cells` drops the 60 cells that failed, and `filter_features`\n", "the 154 features that did not vary.\n", "\n", "## Wells\n", "\n", "`well_qc` summarizes each well: how many cells passed, how much data is missing and, for control wells, how\n", "variable the controls are, which is `control_cv` and blank on treated wells." ] }, { "cell_type": "code", "execution_count": 9, "id": "c014", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:19.280364Z", "iopub.status.busy": "2026-10-28T21:38:19.280207Z", "iopub.status.idle": "2026-10-28T21:38:19.395866Z", "shell.execute_reply": "2026-10-28T21:38:19.388195Z" } }, "outputs": [ { "data": { "text/html": [ "
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Metadata_PlateMetadata_Welln_cellsnan_fractioncontrol_cvqc_well_fail
11BR00121438H192520.000000NaNFalse
14BR00121438J093310.000004NaNFalse
20BR00121438O053770.000000NaNFalse
2BR00121438B013970.000006NaNFalse
3BR00121438B044070.000000NaNFalse
\n", "
" ], "text/plain": [ " Metadata_Plate Metadata_Well n_cells nan_fraction control_cv \\\n", "11 BR00121438 H19 252 0.000000 NaN \n", "14 BR00121438 J09 331 0.000004 NaN \n", "20 BR00121438 O05 377 0.000000 NaN \n", "2 BR00121438 B01 397 0.000006 NaN \n", "3 BR00121438 B04 407 0.000000 NaN \n", "\n", " qc_well_fail \n", "11 False \n", "14 False \n", "20 False \n", "2 False \n", "3 False " ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mt.pp.well_qc(cells, min_cells=100)\n", "cells.uns[\"mantispy\"][\"well_qc\"].sort_values(\"n_cells\").head()" ] }, { "cell_type": "markdown", "id": "c015", "metadata": {}, "source": [ "The thinnest remaining well holds 252 cells, so every well passes a floor of 100. B09 is no longer among\n", "them: `filter_images` removed all four of its fields." ] }, { "cell_type": "markdown", "id": "c016", "metadata": {}, "source": [ "## Outlying cells\n", "\n", "Outlier detection marks rows for review. An extreme profile can come from a segmentation\n", "failure or a clump of debris, which says nothing about the perturbation, but it can also come\n", "from a real phenotype, such as a cell in a crowded patch or a cell rounded up in division. The\n", "flags point at cells worth looking at, and deciding which of them to drop is a judgement call\n", "that a score cutoff supports and does not replace.\n", "\n", "This section starts again from the cells as they were loaded." ] }, { "cell_type": "code", "execution_count": 10, "id": "c017", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:19.398358Z", "iopub.status.busy": "2026-10-28T21:38:19.398160Z", "iopub.status.idle": "2026-10-28T21:38:24.564966Z", "shell.execute_reply": "2026-10-28T21:38:24.563676Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "jump = mt.ds.jump_cells()\n", "mt.pp.outliers(jump, contamination=0.02)\n", "mt.pl.outliers(jump, groupby=\"Metadata_Well\");" ] }, { "cell_type": "markdown", "id": "c018", "metadata": {}, "source": [ "{func}`~mantispy.pp.outliers` writes a flag and a score and removes nothing. The histogram shows\n", "the flagged tail of the score, and the bars the fraction flagged in each well. It scores only\n", "the features `var[\"selected\"]` marks, so a block of near-duplicate features cannot outvote the\n", "rest.\n", "\n", "The default method, `ecod` {cite:p}`Li_2023`, needs no tuning. A cell's score is the sum over\n", "features of how far into a tail it sits, measured by rank, so the scale of a feature does not\n", "matter. `isolation_forest` catches cells that are unusual in their combination of features,\n", "and `mad` takes the largest robust z-score of any single feature, so `score_cutoff=5` applies\n", "the usual five-robust-standard-deviations rule instead of a fixed fraction.\n", "\n", "### What gets flagged\n", "\n", "Three measurements that are easy to picture, as percentiles within the plate:" ] }, { "cell_type": "code", "execution_count": 11, "id": "c019", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:24.567487Z", "iopub.status.busy": "2026-10-28T21:38:24.567352Z", "iopub.status.idle": "2026-10-28T21:38:24.581426Z", "shell.execute_reply": "2026-10-28T21:38:24.580528Z" } }, "outputs": [ { "data": { "text/html": [ "
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Cells_AreaShape_AreaNuclei_AreaShape_AreaNuclei_Intensity_MeanIntensity_DNA
qc_outlier
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\n", "
" ], "text/plain": [ " Cells_AreaShape_Area Nuclei_AreaShape_Area \\\n", "qc_outlier \n", "False 0.51 0.51 \n", "True 0.06 0.07 \n", "\n", " Nuclei_Intensity_MeanIntensity_DNA \n", "qc_outlier \n", "False 0.49 \n", "True 0.97 " ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "features = [\"Cells_AreaShape_Area\", \"Nuclei_AreaShape_Area\", \"Nuclei_Intensity_MeanIntensity_DNA\"]\n", "percentiles = mt.get.to_dataframe(jump, metadata=False, features=features).rank(pct=True)\n", "percentiles.groupby(jump.obs[\"qc_outlier\"]).median().round(2)" ] }, { "cell_type": "markdown", "id": "c020", "metadata": {}, "source": [ "Flagged cells are small, with small nuclei and bright DNA. Cells look like that when they round\n", "up, in division or when dying, and so do fragments and badly outlined cells. Two fields of well\n", "O09 were imaged as well, and {func}`~mantispy.ds.jump_plate` downloads them (44 MB), so the\n", "flagged cells there can be set beside cells that were kept. DNA is red, AGP green and Mito blue,\n", "and the white line is CellProfiler's outline of the cell." ] }, { "cell_type": "code", "execution_count": 12, "id": "c021", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:24.583653Z", "iopub.status.busy": "2026-10-28T21:38:24.583496Z", "iopub.status.idle": "2026-10-28T21:38:49.506962Z", "shell.execute_reply": "2026-10-28T21:38:49.505520Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ ":357: PerformanceWarning: DataFrame is highly fragmented. This is usually the result of calling `frame.insert` many times, which has poor performance. Consider joining all columns at once using pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`\n", " frame[\"Metadata_Key\"] = np.repeat([file.parent.name for file in files], [len(part) for part in frames])\n" ] }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from spatialdata import get_pyramid_levels\n", "\n", "plate = mt.ds.jump_plate()\n", "imaged = jump.obs[(jump.obs[\"Metadata_Well\"] == \"O09\") & jump.obs[\"Metadata_Site\"].isin([1, 2])]\n", "examples = {\n", " \"flagged\": imaged[imaged[\"qc_outlier\"]].head(4),\n", " \"kept\": imaged[~imaged[\"qc_outlier\"]].sample(4, random_state=0),\n", "}\n", "\n", "fig, axes = plt.subplots(2, 4, figsize=(10, 5))\n", "for row, (label, cells_shown) in zip(axes, examples.items(), strict=True):\n", " row[0].set_title(label, loc=\"left\")\n", " for ax, (_, cell) in zip(row, cells_shown.iterrows(), strict=False):\n", " field = f\"BR00121438_O09_s{cell['Metadata_Site']}\"\n", " mask = np.asarray(plate[f\"{field}_cells\"]) == cell[\"Metadata_ObjectNumber\"]\n", " ys, xs = np.nonzero(mask)\n", " window = np.s_[max(ys.min() - 15, 0) : ys.max() + 15, max(xs.min() - 15, 0) : xs.max() + 15]\n", " image = get_pyramid_levels(plate[f\"{field}_image\"], n=0)\n", " rgb = np.stack([np.asarray(image.sel(c=c))[window] for c in (\"DNA\", \"AGP\", \"Mito\")], axis=-1).astype(float)\n", " ax.imshow((rgb / np.percentile(rgb, 99.5, axis=(0, 1))).clip(0, 1))\n", " ax.contour(mask[window], levels=[0.5], colors=\"white\", linewidths=0.8)\n", "for ax in axes.flat:\n", " ax.set_axis_off()\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "c022", "metadata": {}, "source": [ "The kept cells are flat and spread out. The flagged ones differ in why they were flagged. Only\n", "the first is a clear segmentation error, because its outline covers the space beside a round\n", "cell rather than the cell. The second outline holds little but a nucleus, because the cell sits\n", "in a crowded patch, pressed between its neighbours. Crowding is a phenotype worth knowing about,\n", "even if the outline is not perfect. The last two are rounded cells stacked in a column, and their\n", "outlines cut across them, so their shape measurements are partly wrong, but rounding is itself a\n", "phenotype. A filter that drops every flagged cell would drop those phenotypes with the one error.\n", "\n", "### The methods disagree" ] }, { "cell_type": "code", "execution_count": 13, "id": "c023", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:49.516432Z", "iopub.status.busy": "2026-10-28T21:38:49.514916Z", "iopub.status.idle": "2026-10-28T21:38:56.553325Z", "shell.execute_reply": "2026-10-28T21:38:56.552464Z" } }, "outputs": [ { "data": { "text/html": [ "
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ecodecod, paperisolation_forestmad
ecod1.000.790.780.21
ecod, paper0.791.000.730.21
isolation_forest0.780.731.000.23
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" ], "text/plain": [ " ecod ecod, paper isolation_forest mad\n", "ecod 1.00 0.79 0.78 0.21\n", "ecod, paper 0.79 1.00 0.73 0.21\n", "isolation_forest 0.78 0.73 1.00 0.23\n", "mad 0.21 0.21 0.23 1.00" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "flags = {\"ecod\": jump.obs[\"qc_outlier\"].to_numpy()}\n", "for name, kwargs in {\n", " \"ecod, paper\": {\"ecod_aggregation\": \"paper\"},\n", " \"isolation_forest\": {\"method\": \"isolation_forest\"},\n", " \"mad\": {\"method\": \"mad\"},\n", "}.items():\n", " mt.pp.outliers(jump, contamination=0.02, key_added=\"qc_compare\", **kwargs)\n", " flags[name] = jump.obs[\"qc_compare\"].to_numpy()\n", "\n", "pd.DataFrame({a: {b: (flags[a] & flags[b]).sum() / (flags[a] | flags[b]).sum() for b in flags} for a in flags}).round(2)" ] }, { "cell_type": "markdown", "id": "c024", "metadata": {}, "source": [ "The table is the Jaccard index between flagged sets. `ecod` and `isolation_forest` flag\n", "largely the same cells. `mad` flags mostly others, because one extreme feature is enough for it.\n", "`ecod_aggregation=\"paper\"` scores as Algorithm 1 of {cite:t}`Li_2023` does rather than as pyod\n", "does, and on these cells it shares most of its flags with the default.\n", "\n", "### Is it removing a phenotype?" ] }, { "cell_type": "code", "execution_count": 14, "id": "c025", "metadata": { "execution": { "iopub.execute_input": "2026-10-28T21:38:56.555616Z", "iopub.status.busy": "2026-10-28T21:38:56.555454Z", "iopub.status.idle": "2026-10-28T21:38:56.568467Z", "shell.execute_reply": "2026-10-28T21:38:56.567770Z" } }, "outputs": [ { "data": { "text/html": [ "
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countminmedianmax
control
False160.0070.0210.030
True80.0110.0220.031
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" ], "text/plain": [ " count min median max\n", "control \n", "False 16 0.007 0.021 0.030\n", "True 8 0.011 0.022 0.031" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "per_well = jump.obs.groupby(\"Metadata_Well\", observed=True).agg(\n", " control=(\"Metadata_Control\", \"first\"), flagged=(\"qc_outlier\", \"mean\")\n", ")\n", "per_well.groupby(\"control\")[\"flagged\"].agg([\"count\", \"min\", \"median\", \"max\"]).round(3)" ] }, { "cell_type": "markdown", "id": "c026", "metadata": {}, "source": [ "Control and compound wells lose similar fractions, between about 0.7 % and 3 % of a well, so here the\n", "flags do not concentrate on one compound's wells. On a plate with a\n", "strong phenotype they may not: a compound that stops cells in division fills its wells with\n", "exactly the rounded cells flagged above. Look at this table before dropping anything. If one\n", "perturbation's wells stand out, pass `by=\"Metadata_Well\"` so each well is compared only with\n", "itself, or keep the cells." ] }, { "cell_type": "markdown", "id": "c027", "metadata": {}, "source": [ "Next: [Normalize, select, aggregate](normalize_and_select.ipynb)." ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.7" } }, "nbformat": 4, "nbformat_minor": 5 }