diff --git a/metadata/README.md b/metadata/README.md index 053f483..a367f57 100644 --- a/metadata/README.md +++ b/metadata/README.md @@ -39,6 +39,12 @@ erDiagram string Metadata_Gene_Description "NCBI gene definition" string Metadata_pert_type "One of: trt, poscon, negcon" } + WELL }o--o| CRISPR : "" + CRISPR { + string Metadata_JCP2022 PK "JUMP perturbation ID" + string Metadata_Symbol "NCBI gene symbol" + string Metadata_NCBI_Gene_ID "NCBI gene ID" + } PLATE }|--|| MICROSCOPE-CONFIG : "" MICROSCOPE-CONFIG { string Metadata_Source "Data-generating center ID" diff --git a/metadata/crispr.csv.gz b/metadata/crispr.csv.gz new file mode 100644 index 0000000..ee54baa Binary files /dev/null and b/metadata/crispr.csv.gz differ diff --git a/metadata/plate.csv.gz b/metadata/plate.csv.gz index 4752c83..0239e67 100644 Binary files a/metadata/plate.csv.gz and b/metadata/plate.csv.gz differ diff --git a/metadata/well.csv.gz b/metadata/well.csv.gz index 460afc1..c46e091 100644 Binary files a/metadata/well.csv.gz and b/metadata/well.csv.gz differ diff --git a/sample_notebook.ipynb b/sample_notebook.ipynb index d379792..19a3a7b 100644 --- a/sample_notebook.ipynb +++ b/sample_notebook.ipynb @@ -12,7 +12,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 1, "id": "efc3f590", "metadata": {}, "outputs": [], @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 2, "id": "d4c5954f", "metadata": {}, "outputs": [], @@ -66,7 +66,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 3, "id": "28ef188c", "metadata": {}, "outputs": [], @@ -89,7 +89,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 4, "id": "084e3ba4", "metadata": {}, "outputs": [ @@ -150,98 +150,112 @@ " TARGET2\n", " \n", " \n", - " 473\n", + " 485\n", + " source_13\n", + " 20220914_Run1\n", + " CP-CC9-R1-29\n", + " TARGET2\n", + " \n", + " \n", + " 514\n", + " source_13\n", + " 20221009_Run2\n", + " CP-CC9-R2-29\n", + " TARGET2\n", + " \n", + " \n", + " 829\n", " source_2\n", - " 20210614_Batch_1\n", - " 1053600674\n", + " 20211003_Batch_13\n", + " 1086289686\n", " TARGET2\n", " \n", " \n", - " 599\n", + " 674\n", " source_2\n", - " 20210808_Batch_4\n", - " 1086292884\n", + " 20210712_Batch_5\n", + " 1053597936\n", " TARGET2\n", " \n", " \n", - " 927\n", + " 987\n", " source_3\n", - " CP_33_all_Phenix1\n", - " JCPQC032\n", + " CP_29_all_Phenix1\n", + " JCPQC025\n", " TARGET2\n", " \n", " \n", - " 988\n", + " 964\n", " source_3\n", - " CP_36_all_Phenix1\n", - " JCPQC038\n", + " CP_28_all_Phenix1\n", + " JCPQC022\n", " TARGET2\n", " \n", " \n", - " 1188\n", + " 1387\n", " source_4\n", - " 2021_08_02_Batch10\n", - " BR00121423\n", + " 2021_08_23_Batch12\n", + " BR00126114\n", " TARGET2\n", " \n", " \n", - " 1166\n", + " 1389\n", " source_4\n", - " 2021_07_26_Batch9\n", - " BR00121427\n", + " 2021_08_23_Batch12\n", + " BR00126116\n", " TARGET2\n", " \n", " \n", - " 1347\n", + " 1501\n", " source_5\n", " JUMPCPE-20210716-Run12_20210719_162047\n", " ACPJUM062\n", " TARGET2\n", " \n", " \n", - " 1320\n", + " 1474\n", " source_5\n", " JUMPCPE-20210712-Run09_20210713_003159\n", " ACPJUM051\n", " TARGET2\n", " \n", " \n", - " 1555\n", + " 1709\n", " source_6\n", " p210906CPU2OS48hw384exp025JUMP\n", " 110000294881\n", " TARGET2\n", " \n", " \n", - " 1536\n", + " 1690\n", " source_6\n", " p210830CPU2OS48hw384exp023JUMP\n", " 110000293093\n", " TARGET2\n", " \n", " \n", - " 1985\n", + " 2139\n", " source_8\n", " J4\n", " A1166179\n", " TARGET2\n", " \n", " \n", - " 1773\n", + " 1927\n", " source_8\n", " J1\n", " A1170384\n", " TARGET2\n", " \n", " \n", - " 2042\n", + " 2196\n", " source_9\n", " 20210918-Run11\n", " GR00004371\n", " TARGET2\n", " \n", " \n", - " 2033\n", + " 2187\n", " source_9\n", " 20210915-Run10\n", " GR00003310\n", @@ -257,43 +271,47 @@ "180 source_10 2021_08_09_U2OS_48_hr_run13 \n", "455 source_11 Batch5 \n", "343 source_11 Batch2 \n", - "473 source_2 20210614_Batch_1 \n", - "599 source_2 20210808_Batch_4 \n", - "927 source_3 CP_33_all_Phenix1 \n", - "988 source_3 CP_36_all_Phenix1 \n", - "1188 source_4 2021_08_02_Batch10 \n", - "1166 source_4 2021_07_26_Batch9 \n", - "1347 source_5 JUMPCPE-20210716-Run12_20210719_162047 \n", - "1320 source_5 JUMPCPE-20210712-Run09_20210713_003159 \n", - "1555 source_6 p210906CPU2OS48hw384exp025JUMP \n", - "1536 source_6 p210830CPU2OS48hw384exp023JUMP \n", - "1985 source_8 J4 \n", - "1773 source_8 J1 \n", - "2042 source_9 20210918-Run11 \n", - "2033 source_9 20210915-Run10 \n", + "485 source_13 20220914_Run1 \n", + "514 source_13 20221009_Run2 \n", + "829 source_2 20211003_Batch_13 \n", + "674 source_2 20210712_Batch_5 \n", + "987 source_3 CP_29_all_Phenix1 \n", + "964 source_3 CP_28_all_Phenix1 \n", + "1387 source_4 2021_08_23_Batch12 \n", + "1389 source_4 2021_08_23_Batch12 \n", + "1501 source_5 JUMPCPE-20210716-Run12_20210719_162047 \n", + "1474 source_5 JUMPCPE-20210712-Run09_20210713_003159 \n", + "1709 source_6 p210906CPU2OS48hw384exp025JUMP \n", + "1690 source_6 p210830CPU2OS48hw384exp023JUMP \n", + "2139 source_8 J4 \n", + "1927 source_8 J1 \n", + "2196 source_9 20210918-Run11 \n", + "2187 source_9 20210915-Run10 \n", "\n", " Metadata_Plate Metadata_PlateType \n", "161 Dest210726-160150 TARGET2 \n", "180 Dest210727-153003 TARGET2 \n", "455 LM71-102_1 TARGET2 \n", "343 LM37-70_1 TARGET2 \n", - "473 1053600674 TARGET2 \n", - "599 1086292884 TARGET2 \n", - "927 JCPQC032 TARGET2 \n", - "988 JCPQC038 TARGET2 \n", - "1188 BR00121423 TARGET2 \n", - "1166 BR00121427 TARGET2 \n", - "1347 ACPJUM062 TARGET2 \n", - "1320 ACPJUM051 TARGET2 \n", - "1555 110000294881 TARGET2 \n", - "1536 110000293093 TARGET2 \n", - "1985 A1166179 TARGET2 \n", - "1773 A1170384 TARGET2 \n", - "2042 GR00004371 TARGET2 \n", - "2033 GR00003310 TARGET2 " + "485 CP-CC9-R1-29 TARGET2 \n", + "514 CP-CC9-R2-29 TARGET2 \n", + "829 1086289686 TARGET2 \n", + "674 1053597936 TARGET2 \n", + "987 JCPQC025 TARGET2 \n", + "964 JCPQC022 TARGET2 \n", + "1387 BR00126114 TARGET2 \n", + "1389 BR00126116 TARGET2 \n", + "1501 ACPJUM062 TARGET2 \n", + "1474 ACPJUM051 TARGET2 \n", + "1709 110000294881 TARGET2 \n", + "1690 110000293093 TARGET2 \n", + "2139 A1166179 TARGET2 \n", + "1927 A1170384 TARGET2 \n", + "2196 GR00004371 TARGET2 \n", + "2187 GR00003310 TARGET2 " ] }, - "execution_count": 23, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -332,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 5, "id": "a2f872d7", "metadata": {}, "outputs": [], @@ -375,7 +393,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 6, "id": "51eec40a", "metadata": {}, "outputs": [], @@ -396,7 +414,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 7, "id": "4ce31d1b", "metadata": {}, "outputs": [ @@ -433,26 +451,26 @@ " \n", " \n", " \n", - " 8177\n", - " JCP2022_100264\n", - " WPEWQEMJFLWMLV-UHFFFAOYSA-N\n", - " InChI=1S/C24H23N5O/c25-17-24(11-1-2-12-24)19-5...\n", - " source_9\n", - " GR00004371\n", - " Q11\n", - " 0.74976\n", - " 988.50\n", + " 1253\n", + " JCP2022_021751\n", + " FNHKPVJBJVTLMP-UHFFFAOYSA-N\n", + " InChI=1S/C21H15ClF4N4O3/c1-27-19(31)18-10-13(6...\n", + " source_2\n", + " 1086289686\n", + " M01\n", + " 0.748052\n", + " 627.371465\n", " \n", " \n", - " 6211\n", - " JCP2022_069491\n", - " PMATZTZNYRCHOR-UHFFFAOYSA-N\n", - " InChI=1S/C62H111N11O12/c1-25-27-28-40(15)52(75...\n", - " source_9\n", - " GR00004371\n", - " M39\n", - " 0.74569\n", - " 986.78\n", + " 9930\n", + " JCP2022_116560\n", + " ZYVXTMKTGDARKR-UHFFFAOYSA-N\n", + " InChI=1S/C24H27N7O/c1-29-10-12-31(13-11-29)17-...\n", + " source_10\n", + " Dest210726-160150\n", + " J09\n", + " 0.802790\n", + " 781.600000\n", " \n", " \n", "\n", @@ -460,23 +478,23 @@ ], "text/plain": [ " Metadata_JCP2022 Metadata_InChIKey \\\n", - "8177 JCP2022_100264 WPEWQEMJFLWMLV-UHFFFAOYSA-N \n", - "6211 JCP2022_069491 PMATZTZNYRCHOR-UHFFFAOYSA-N \n", + "1253 JCP2022_021751 FNHKPVJBJVTLMP-UHFFFAOYSA-N \n", + "9930 JCP2022_116560 ZYVXTMKTGDARKR-UHFFFAOYSA-N \n", "\n", " Metadata_InChI Metadata_Source \\\n", - "8177 InChI=1S/C24H23N5O/c25-17-24(11-1-2-12-24)19-5... source_9 \n", - "6211 InChI=1S/C62H111N11O12/c1-25-27-28-40(15)52(75... source_9 \n", + "1253 InChI=1S/C21H15ClF4N4O3/c1-27-19(31)18-10-13(6... source_2 \n", + "9930 InChI=1S/C24H27N7O/c1-29-10-12-31(13-11-29)17-... source_10 \n", "\n", - " Metadata_Plate Metadata_Well Cells_AreaShape_Eccentricity \\\n", - "8177 GR00004371 Q11 0.74976 \n", - "6211 GR00004371 M39 0.74569 \n", + " Metadata_Plate Metadata_Well Cells_AreaShape_Eccentricity \\\n", + "1253 1086289686 M01 0.748052 \n", + "9930 Dest210726-160150 J09 0.802790 \n", "\n", " Nuclei_AreaShape_Area \n", - "8177 988.50 \n", - "6211 986.78 " + "1253 627.371465 \n", + "9930 781.600000 " ] }, - "execution_count": 26, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -513,13 +531,13 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 8, "id": "8f53eb9e", "metadata": {}, "outputs": [ { "data": { - "image/png": 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" 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}, "metadata": {}, "output_type": "display_data" @@ -560,7 +578,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 9, "id": "21a770f0", "metadata": {}, "outputs": [], @@ -583,7 +601,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 10, "id": "f7323582", "metadata": {}, "outputs": [ @@ -616,77 +634,77 @@ " \n", " 0\n", " Metadata_Source\n", - " source_4\n", + " source_6\n", " \n", " \n", " 1\n", " Metadata_Batch\n", - " 2021_08_02_Batch10\n", + " p210830CPU2OS48hw384exp023JUMP\n", " \n", " \n", " 2\n", " Metadata_Plate\n", - " BR00121423\n", + " 110000293093\n", " \n", " \n", " 3\n", " Metadata_Well\n", - " C18\n", + " O21\n", " \n", " \n", " 4\n", " Metadata_Site\n", - " 2\n", + " 3\n", " \n", " \n", " 5\n", " FileName_IllumAGP\n", - " BR00121423_IllumAGP.npy\n", + " 110000293093_IllumAGP.npy\n", " \n", " \n", " 6\n", " FileName_IllumDNA\n", - " BR00121423_IllumDNA.npy\n", + " 110000293093_IllumDNA.npy\n", " \n", " \n", " 7\n", " FileName_IllumER\n", - " BR00121423_IllumER.npy\n", + " 110000293093_IllumER.npy\n", " \n", " \n", " 8\n", " FileName_IllumMito\n", - " BR00121423_IllumMito.npy\n", + " 110000293093_IllumMito.npy\n", " \n", " \n", " 9\n", " FileName_IllumRNA\n", - " BR00121423_IllumRNA.npy\n", + " 110000293093_IllumRNA.npy\n", " \n", " \n", " 10\n", " FileName_OrigAGP\n", - " r03c18f02p01-ch2sk1fk1fl1.tiff\n", + " 110000293093_O21_T0001F003L01A03Z01C04.tif\n", " \n", " \n", " 11\n", " FileName_OrigDNA\n", - " r03c18f02p01-ch5sk1fk1fl1.tiff\n", + " 110000293093_O21_T0001F003L01A01Z01C01.tif\n", " \n", " \n", " 12\n", " FileName_OrigER\n", - " r03c18f02p01-ch4sk1fk1fl1.tiff\n", + " 110000293093_O21_T0001F003L01A02Z01C02.tif\n", " \n", " \n", " 13\n", " FileName_OrigMito\n", - " r03c18f02p01-ch1sk1fk1fl1.tiff\n", + " 110000293093_O21_T0001F003L01A01Z01C05.tif\n", " \n", " \n", " 14\n", " FileName_OrigRNA\n", - " r03c18f02p01-ch3sk1fk1fl1.tiff\n", + " 110000293093_O21_T0001F003L01A02Z01C03.tif\n", " \n", " \n", " 15\n", @@ -744,21 +762,21 @@ ], "text/plain": [ " variable value\n", - "0 Metadata_Source source_4\n", - "1 Metadata_Batch 2021_08_02_Batch10\n", - "2 Metadata_Plate BR00121423\n", - "3 Metadata_Well C18\n", - "4 Metadata_Site 2\n", - "5 FileName_IllumAGP BR00121423_IllumAGP.npy\n", - "6 FileName_IllumDNA BR00121423_IllumDNA.npy\n", - "7 FileName_IllumER BR00121423_IllumER.npy\n", - "8 FileName_IllumMito BR00121423_IllumMito.npy\n", - "9 FileName_IllumRNA BR00121423_IllumRNA.npy\n", - "10 FileName_OrigAGP r03c18f02p01-ch2sk1fk1fl1.tiff\n", - "11 FileName_OrigDNA r03c18f02p01-ch5sk1fk1fl1.tiff\n", - "12 FileName_OrigER r03c18f02p01-ch4sk1fk1fl1.tiff\n", - "13 FileName_OrigMito r03c18f02p01-ch1sk1fk1fl1.tiff\n", - "14 FileName_OrigRNA r03c18f02p01-ch3sk1fk1fl1.tiff\n", + "0 Metadata_Source source_6\n", + "1 Metadata_Batch p210830CPU2OS48hw384exp023JUMP\n", + "2 Metadata_Plate 110000293093\n", + "3 Metadata_Well O21\n", + "4 Metadata_Site 3\n", + "5 FileName_IllumAGP 110000293093_IllumAGP.npy\n", + "6 FileName_IllumDNA 110000293093_IllumDNA.npy\n", + "7 FileName_IllumER 110000293093_IllumER.npy\n", + "8 FileName_IllumMito 110000293093_IllumMito.npy\n", + "9 FileName_IllumRNA 110000293093_IllumRNA.npy\n", + "10 FileName_OrigAGP 110000293093_O21_T0001F003L01A03Z01C04.tif\n", + "11 FileName_OrigDNA 110000293093_O21_T0001F003L01A01Z01C01.tif\n", + "12 FileName_OrigER 110000293093_O21_T0001F003L01A02Z01C02.tif\n", + "13 FileName_OrigMito 110000293093_O21_T0001F003L01A01Z01C05.tif\n", + "14 FileName_OrigRNA 110000293093_O21_T0001F003L01A02Z01C03.tif\n", "15 PathName_IllumAGP s3://cellpainting-gallery/cpg0016-jump/source_...\n", "16 PathName_IllumDNA s3://cellpainting-gallery/cpg0016-jump/source_...\n", "17 PathName_IllumER s3://cellpainting-gallery/cpg0016-jump/source_...\n", @@ -771,7 +789,7 @@ "24 PathName_OrigRNA s3://cellpainting-gallery/cpg0016-jump/source_..." ] }, - "execution_count": 29, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -793,7 +811,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 11, "id": "1bb2961c", "metadata": {}, "outputs": [ @@ -826,42 +844,42 @@ " \n", " 0\n", " Metadata_JCP2022\n", - " JCP2022_075916\n", + " JCP2022_029186\n", " \n", " \n", " 1\n", " Metadata_InChIKey\n", - " QUGDTMONBLMLLD-UHFFFAOYSA-N\n", + " HBUBKKRHXORPQB-UHFFFAOYSA-N\n", " \n", " \n", " 2\n", " Metadata_InChI\n", - " InChI=1S/C9H13N5O/c1-3-14-8-6(7(10)11-5-12-8)1...\n", + " InChI=1S/C10H12FN5O4/c11-10-14-7(12)4-8(15-10)...\n", " \n", " \n", " 3\n", " Metadata_Source\n", - " source_8\n", + " source_6\n", " \n", " \n", " 4\n", " Metadata_Plate\n", - " A1166179\n", + " 110000294881\n", " \n", " \n", " 5\n", " Metadata_Well\n", - " P17\n", + " I23\n", " \n", " \n", " 6\n", " Cells_AreaShape_Eccentricity\n", - " 0.79228\n", + " 0.78419\n", " \n", " \n", " 7\n", " Nuclei_AreaShape_Area\n", - " 747.66\n", + " 866.46\n", " \n", " \n", "\n", @@ -879,17 +897,17 @@ "7 Nuclei_AreaShape_Area \n", "\n", " value \n", - "0 JCP2022_075916 \n", - "1 QUGDTMONBLMLLD-UHFFFAOYSA-N \n", - "2 InChI=1S/C9H13N5O/c1-3-14-8-6(7(10)11-5-12-8)1... \n", - "3 source_8 \n", - "4 A1166179 \n", - "5 P17 \n", - "6 0.79228 \n", - "7 747.66 " + "0 JCP2022_029186 \n", + "1 HBUBKKRHXORPQB-UHFFFAOYSA-N \n", + "2 InChI=1S/C10H12FN5O4/c11-10-14-7(12)4-8(15-10)... \n", + "3 source_6 \n", + "4 110000294881 \n", + "5 I23 \n", + "6 0.78419 \n", + "7 866.46 " ] }, - "execution_count": 30, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" } @@ -911,7 +929,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 12, "id": "5121ec3d", "metadata": {}, "outputs": [ @@ -943,47 +961,47 @@ " \n", " \n", " 0\n", - " P17\n", + " I23\n", " 1\n", " \n", " \n", " 1\n", - " P17\n", + " I23\n", " 2\n", " \n", " \n", " 2\n", - " P17\n", + " I23\n", " 3\n", " \n", " \n", " 3\n", - " P17\n", + " I23\n", " 4\n", " \n", " \n", " 4\n", - " P17\n", + " I23\n", " 5\n", " \n", " \n", " 5\n", - " P17\n", + " I23\n", " 6\n", " \n", " \n", " 6\n", - " P17\n", + " I23\n", " 7\n", " \n", " \n", " 7\n", - " P17\n", + " I23\n", " 8\n", " \n", " \n", " 8\n", - " P17\n", + " I23\n", " 9\n", " \n", " \n", @@ -992,18 +1010,18 @@ ], "text/plain": [ " Metadata_Well Metadata_Site\n", - "0 P17 1\n", - "1 P17 2\n", - "2 P17 3\n", - "3 P17 4\n", - "4 P17 5\n", - "5 P17 6\n", - "6 P17 7\n", - "7 P17 8\n", - "8 P17 9" + "0 I23 1\n", + "1 I23 2\n", + "2 I23 3\n", + "3 I23 4\n", + "4 I23 5\n", + "5 I23 6\n", + "6 I23 7\n", + "7 I23 8\n", + "8 I23 9" ] }, - "execution_count": 31, + "execution_count": 12, "metadata": {}, "output_type": "execute_result" } @@ -1026,7 +1044,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 13, "id": "5f4450d3", "metadata": {}, "outputs": [ @@ -1059,22 +1077,22 @@ " \n", " 0\n", " Metadata_Source\n", - " source_8\n", + " source_6\n", " \n", " \n", " 1\n", " Metadata_Batch\n", - " J4\n", + " p210906CPU2OS48hw384exp025JUMP\n", " \n", " \n", " 2\n", " Metadata_Plate\n", - " A1166179\n", + " 110000294881\n", " \n", " \n", " 3\n", " Metadata_Well\n", - " P17\n", + " I23\n", " \n", " \n", " 4\n", @@ -1084,52 +1102,52 @@ " \n", " 5\n", " FileName_IllumAGP\n", - " A1166179_IllumAGP.npy\n", + " 110000294881_IllumAGP.npy\n", " \n", " \n", " 6\n", " FileName_IllumDNA\n", - " A1166179_IllumDNA.npy\n", + " 110000294881_IllumDNA.npy\n", " \n", " \n", " 7\n", " FileName_IllumER\n", - " A1166179_IllumER.npy\n", + " 110000294881_IllumER.npy\n", " \n", " \n", " 8\n", " FileName_IllumMito\n", - " A1166179_IllumMito.npy\n", + " 110000294881_IllumMito.npy\n", " \n", " \n", " 9\n", " FileName_IllumRNA\n", - " A1166179_IllumRNA.npy\n", + " 110000294881_IllumRNA.npy\n", " \n", " \n", " 10\n", " FileName_OrigAGP\n", - " HTS_P17_s1_w2A2101C33-E43F-436C-AE2C-9896DBB20...\n", + " 110000294881_I23_T0001F001L01A03Z01C04.tif\n", " \n", " \n", " 11\n", " FileName_OrigDNA\n", - " HTS_P17_s1_w580635C7E-1CBF-462D-A37D-AB2CE387F...\n", + " 110000294881_I23_T0001F001L01A01Z01C01.tif\n", " \n", " \n", " 12\n", " FileName_OrigER\n", - " HTS_P17_s1_w473ACB338-DC97-4A0F-9DA2-33A7CFB1E...\n", + " 110000294881_I23_T0001F001L01A02Z01C02.tif\n", " \n", " \n", " 13\n", " FileName_OrigMito\n", - " HTS_P17_s1_w1111E149D-7DBE-4B30-93D4-67B9741E2...\n", + " 110000294881_I23_T0001F001L01A01Z01C05.tif\n", " \n", " \n", " 14\n", " FileName_OrigRNA\n", - " HTS_P17_s1_w3EEB30122-92BB-4981-85F3-131C2C508...\n", + " 110000294881_I23_T0001F001L01A02Z01C03.tif\n", " \n", " \n", " 15\n", @@ -1184,27 +1202,27 @@ " \n", " 25\n", " Metadata_JCP2022\n", - " JCP2022_075916\n", + " JCP2022_029186\n", " \n", " \n", " 26\n", " Metadata_InChIKey\n", - " QUGDTMONBLMLLD-UHFFFAOYSA-N\n", + " HBUBKKRHXORPQB-UHFFFAOYSA-N\n", " \n", " \n", " 27\n", " Metadata_InChI\n", - " InChI=1S/C9H13N5O/c1-3-14-8-6(7(10)11-5-12-8)1...\n", + " InChI=1S/C10H12FN5O4/c11-10-14-7(12)4-8(15-10)...\n", " \n", " \n", " 28\n", " Cells_AreaShape_Eccentricity\n", - " 0.79228\n", + " 0.78419\n", " \n", " \n", " 29\n", " Nuclei_AreaShape_Area\n", - " 747.66\n", + " 866.46\n", " \n", " \n", "\n", @@ -1244,21 +1262,21 @@ "29 Nuclei_AreaShape_Area \n", "\n", " value \n", - "0 source_8 \n", - "1 J4 \n", - "2 A1166179 \n", - "3 P17 \n", + "0 source_6 \n", + "1 p210906CPU2OS48hw384exp025JUMP \n", + "2 110000294881 \n", + "3 I23 \n", "4 1 \n", - "5 A1166179_IllumAGP.npy \n", - "6 A1166179_IllumDNA.npy \n", - "7 A1166179_IllumER.npy \n", - "8 A1166179_IllumMito.npy \n", - "9 A1166179_IllumRNA.npy \n", - "10 HTS_P17_s1_w2A2101C33-E43F-436C-AE2C-9896DBB20... \n", - "11 HTS_P17_s1_w580635C7E-1CBF-462D-A37D-AB2CE387F... \n", - "12 HTS_P17_s1_w473ACB338-DC97-4A0F-9DA2-33A7CFB1E... \n", - "13 HTS_P17_s1_w1111E149D-7DBE-4B30-93D4-67B9741E2... \n", - "14 HTS_P17_s1_w3EEB30122-92BB-4981-85F3-131C2C508... \n", + "5 110000294881_IllumAGP.npy \n", + "6 110000294881_IllumDNA.npy \n", + "7 110000294881_IllumER.npy \n", + "8 110000294881_IllumMito.npy \n", + "9 110000294881_IllumRNA.npy \n", + "10 110000294881_I23_T0001F001L01A03Z01C04.tif \n", + "11 110000294881_I23_T0001F001L01A01Z01C01.tif \n", + "12 110000294881_I23_T0001F001L01A02Z01C02.tif \n", + "13 110000294881_I23_T0001F001L01A01Z01C05.tif \n", + "14 110000294881_I23_T0001F001L01A02Z01C03.tif \n", "15 s3://cellpainting-gallery/cpg0016-jump/source_... \n", "16 s3://cellpainting-gallery/cpg0016-jump/source_... \n", "17 s3://cellpainting-gallery/cpg0016-jump/source_... \n", @@ -1269,14 +1287,14 @@ "22 s3://cellpainting-gallery/cpg0016-jump/source_... \n", "23 s3://cellpainting-gallery/cpg0016-jump/source_... \n", "24 s3://cellpainting-gallery/cpg0016-jump/source_... \n", - "25 JCP2022_075916 \n", - "26 QUGDTMONBLMLLD-UHFFFAOYSA-N \n", - "27 InChI=1S/C9H13N5O/c1-3-14-8-6(7(10)11-5-12-8)1... \n", - "28 0.79228 \n", - "29 747.66 " + "25 JCP2022_029186 \n", + "26 HBUBKKRHXORPQB-UHFFFAOYSA-N \n", + "27 InChI=1S/C10H12FN5O4/c11-10-14-7(12)4-8(15-10)... \n", + "28 0.78419 \n", + "29 866.46 " ] }, - "execution_count": 32, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -1296,23 +1314,23 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 14, "id": "b5ed1058", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "'s3://cellpainting-gallery/cpg0016-jump/source_8/images/J4/images/A1166179/Images/HTS_P17_s1_w580635C7E-1CBF-462D-A37D-AB2CE387F9BA.tif'" + "'s3://cellpainting-gallery/cpg0016-jump/source_6/images/p210906CPU2OS48hw384exp025JUMP/images/110000294881/110000294881_I23_T0001F001L01A01Z01C01.tif'" ] }, - "execution_count": 33, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -1368,7 +1386,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6 (main, Aug 30 2022, 05:12:36) [Clang 13.1.6 (clang-1316.0.21.2.5)]" + "version": "3.10.6" }, "vscode": { "interpreter": {