| Cancer |
Tissue |
Type |
Microbiota |
Spot |
Cell |
Cell type |
Source |
Detail |
| CRC | Colon | cancer | 50 | 3718 | 5093 | 11 | Aging Cell,2023 | |
| CRC | Colon | cancer | 20 | 2213 | 5093 | 11 | Aging Cell,2023 | |
| CRC | Colon | cancer | 30 | 3523 | 5093 | 11 | Aging Cell,2023 | |
| CRC | Colon | cancer | 28 | 1238 | 5093 | 11 | Aging Cell,2023 | |
| CESC | Cervix | cancer | 71 | 1595 | 10797 | 9 | Clinical And Tr... | |
| PDAC | Pancreas | cancer | 33 | 3491 | 5421 | 13 | Nature Communic... | |
| SKCM | Skin | cancer | 17 | 1383 | 8633 | 11 | Cell Reports Me... | |
| OVCA | Ovary | cancer | 34 | 1786 | 326 | 4 | BMC Genomics,20... | |
| LUAD | Lung | cancer | 43 | 2138 | 3495 | 8 | Cell Reports Me... | |
| OVCA | Ovary | cancer | 20 | 2987 | 326 | 4 | BMC Genomics,20... | |
| OVCA | Ovary | cancer | 20 | 1842 | 326 | 4 | BMC Genomics,20... | |
| OVCA | Ovary | cancer | 52 | 3140 | 10516 | 12 | BMC Genomics,20... | |
| OVCA | Ovary | cancer | 34 | 284 | 11098 | 14 | Iscience,2022 | |
| OVCA | Ovary | cancer | 20 | 281 | 11098 | 14 | Iscience,2022 | |
| OVCA | Ovary | cancer | 10 | 174 | 11098 | 14 | Iscience,2022 | |
| PDAC | Pancreas | cancer | 46 | 4004 | 5421 | 13 | Acta Neuropatho... | |
| PDAC | Pancreas | cancer | 55 | 3213 | 5421 | 13 | Acta Neuropatho... | |
| CRC | Colon | cancer | 30 | 2319 | 5093 | 11 | Cell,2021 | |
| CRC | Colon | cancer | 12 | 342 | 5093 | 11 | Cell,2021 | |
| GBM | Brain | cancer | 79 | 3059 | 6508 | 10 | Neuro-Oncology,... | |
| OSCC | Oral cavity | cancer | 47 | 2037 | 4724 | 6 | Nature Communic... | |
| OVCA | Ovary | cancer | 38 | 3500 | 10516 | 12 | BMC Genomics,20... | |
| OSCC | Oral cavity | cancer | 26 | 965 | 4724 | 6 | Nature Communic... | |
| OSCC | Oral cavity | cancer | 17 | 1514 | 4724 | 6 | Nature Communic... | |
| OVCA | Ovary | cancer | 17 | 1025 | 11098 | 14 | Iscience,2022 | |
| CSCC | Skin | cancer | 2 | 3699 | 18380 | 5 | Cell,2020 | |
| GBM | Brain | cancer | 82 | 2949 | 6508 | 10 | Neuro-Oncology,... | |
| OVCA | Ovary | cancer | 51 | 1813 | 11098 | 14 | Molecular Cance... | |
| GBM | Brain | cancer | 34 | 2703 | 6508 | 10 | Neuro-Oncology,... | |
| GBM | Brain | cancer | 34 | 2048 | 6508 | 10 | Neuro-Oncology,... | |
| GBM | Brain | cancer | 28 | 2963 | 6508 | 10 | Neuro-Oncology,... | |
| PN | Nerve | cancer | 27 | 1441 | 4798 | 8 | Acta Neuropatho... | |
| BRCA | Breast | cancer | 25 | 2381 | 3715 | 9 | Molecular Cance... | |
| GBM | Brain | cancer | 22 | 1264 | 6508 | 10 | Neuro-Oncology,... | |
| OSCC | Oral cavity | cancer | 4 | 2711 | 4724 | 6 | Nature Communic... | |
| BRCA | Breast | cancer | 43 | 2138 | 3715 | 9 | Cell Reports Me... | |
| OSCC | Oral cavity | cancer | 41 | 1807 | 4724 | 6 | Nature Communic... | |
| GBM | Brain | cancer | 21 | 3102 | 6508 | 10 | Neuro-Oncology,... | |
| GBM | Brain | cancer | 20 | 1712 | 6508 | 10 | Neuro-Oncology,... | |
| OSCC | Oral cavity | cancer | 18 | 2674 | 4724 | 6 | Nature Communic... | |
| IPMN | Pancreatic ducts | cancer | 16 | 895 | 12273 | 12 | Cancer Discover... | |
| GBM | Brain | cancer | 14 | 1610 | 6508 | 10 | Neuro-Oncology,... | |
| OSCC | Oral cavity | cancer | 7 | 3285 | 4724 | 6 | Nature Communic... | |
| CRC | Colon | cancer | 4 | 1072 | 5093 | 11 | Cell,2021 | |
| PN | Nerve | cancer | 130 | 2345 | 4798 | 8 | Acta Neuropatho... | |
| BRCA | Breast | cancer | 122 | 2633 | 3715 | 9 | Molecular Cance... | |
| HNSCC | Head and neck | normal | 121 | 2332 | 12028 | 11 | Journal of Tran... | |
| HNSCC | Head and neck | normal | 119 | 2748 | 12028 | 11 | Journal of Tran... | |
| PN | Nerve | cancer | 115 | 3074 | 4798 | 8 | Acta Neuropatho... | |
| GIST | Gastroenterology | cancer | 109 | 2599 | 1675 | 10 | Molecular Cance... | |
| GBM | Brain | cancer | 105 | 2750 | 6508 | 10 | Neuro-Oncology,... | |
| HNSCC | Head and neck | cancer | 100 | 1879 | 8236 | 13 | Molecular Carci... | |
| GIST | Gastroenterology | cancer | 96 | 2651 | 1675 | 10 | Molecular Cance... | |
| PN | Nerve | cancer | 88 | 1511 | 4798 | 8 | Acta Neuropatho... | |
| RCC | Kidney | normal | 86 | 2845 | 4809 | 11 | Nature Communic... | |
| HNSCC | Head and neck | cancer | 86 | 1655 | 8236 | 13 | Molecular Carci... | |
| BRCA | Breast | cancer | 85 | 2377 | 3715 | 9 | Molecular Cance... | |
| HNSCC | Head and neck | normal | 83 | 2772 | 12028 | 11 | Journal of Tran... | |
| RCC | Kidney | normal | 69 | 482 | 19003 | 10 | Cell Genomics,2... | |
| RCC | Kidney | normal | 67 | 406 | 19003 | 10 | Cell Genomics,2... | |
| HNSCC | Head and neck | cancer | 65 | 1099 | 8236 | 13 | Molecular Carci... | |
| HNSCC | Head and neck | normal | 65 | 2491 | 12028 | 11 | Journal of Tran... | |
| LIHC | Liver | cancer | 60 | 1622 | 14946 | 14 | Molecular Cance... | |
| EC | Endometrium | cancer | 60 | 1233 | 8978 | 15 | Molecular Cance... | |
| RCC | Kidney | normal | 59 | 464 | 19003 | 10 | Cell Genomics,2... | |
| HNSCC | Head and neck | normal | 58 | 3350 | 12028 | 11 | Journal of Tran... | |
| HNSCC | Head and neck | normal | 57 | 3350 | 12028 | 11 | Journal of Tran... | |
| CESC | Cervix | normal | 56 | 1057 | 7141 | 13 | Clinical And Tr... | |
| HNSCC | Head and neck | normal | 55 | 2466 | 12028 | 11 | Journal of Tran... | |
| HNSCC | Head and neck | cancer | 54 | 1424 | 8236 | 13 | Molecular Carci... | |
| PRAD | Prostate | normal | 53 | 275 | 15060 | 7 | iScience,2021 | |
| RCC | Kidney | normal | 51 | 2394 | 4809 | 11 | Nature Communic... | |
| CSCC | Skin | normal | 49 | 2544 | 3547 | 12 | Diabetes,2022 | |
| GBM | Brain | cancer | 49 | 3597 | 6508 | 10 | Neuro-Oncology,... | |
| RCC | Kidney | cancer | 46 | 1153 | 2234 | 7 | Cell Reports Me... | |
| OSCC | Oral cavity | cancer | 43 | 1182 | 4724 | 6 | Nature Communic... | |
| LIHC | Liver | normal | 43 | 1247 | 17932 | 10 | Cell,2022 | |
| CSCC | Skin | normal | 43 | 1084 | 4114 | 10 | Science Immunol... | |
| LUAD | Lung | normal | 41 | 470 | 10104 | 11 | Cell Genomics,2... | |
| BRCA | Breast | cancer | 40 | 1771 | 3715 | 9 | Molecular Cance... | |
| PDAC | Pancreas | cancer | 40 | 1833 | 5421 | 13 | Molecular Cance... | |
| CSCC | Skin | normal | 39 | 785 | 4114 | 10 | Science Immunol... | |
| HN-AS | Head and neck | cancer | 37 | 1531 | 8236 | 13 | Communications ... | |
| LUAD | Lung | normal | 36 | 1186 | 10104 | 11 | Nature,2022 | |
| PDAC | Pancreas | normal | 36 | 1432 | 5624 | 9 | Cell Metabolism... | |
| GBM | Brain | cancer | 35 | 978 | 18102 | 14 | Neuro-Oncology,... | |
| LUAD | Lung | normal | 33 | 582 | 10104 | 11 | Cell Genomics,2... | |
| CSCC | Skin | normal | 32 | 1029 | 4114 | 10 | Science Immunol... | |
| PDAC | Pancreas | cancer | 31 | 2498 | 5421 | 13 | Acta Neuropatho... | |
| PDAC | Pancreas | normal | 31 | 1434 | 5624 | 9 | Cell Metabolism... | |
| CSCC | Skin | normal | 30 | 994 | 4114 | 10 | Nature Communic... | |
| CSCC | Skin | normal | 30 | 1040 | 22667 | 10 | Allergy,2023 | |
| CSCC | Skin | normal | 30 | 824 | 22667 | 10 | Allergy,2023 | |
| LUAD | Lung | normal | 30 | 443 | 10104 | 11 | Cell Genomics,2... | |
| OVCA | Ovary | cancer | 30 | 313 | 11098 | 14 | Iscience,2022 | |
| IPMN | Pancreatic ducts | cancer | 30 | 745 | 12273 | 12 | Cancer Discover... | |
| LUAD | Lung | normal | 30 | 468 | 10104 | 11 | Cell Genomics,2... | |
| OVCA | Ovary | cancer | 29 | 1639 | 11098 | 14 | Molecular Cance... | |
| RCC | Kidney | normal | 29 | 1087 | 4809 | 11 | Nature Communic... | |
| CESC | Cervix | cancer | 28 | 1274 | 10797 | 9 | Clinical And Tr... | |
| PDAC | Pancreas | normal | 28 | 1133 | 5624 | 9 | Cell Metabolism... | |
| CSCC | Skin | normal | 27 | 977 | 4114 | 10 | Science Immunol... | |
| RCC | Kidney | normal | 27 | 929 | 40876 | 13 | Journal of The ... | |
| IPMN | Pancreatic ducts | cancer | 27 | 1071 | 12273 | 12 | Cancer Discover... | |
| CESC | Cervix | cancer | 27 | 589 | 10797 | 9 | Clinical And Tr... | |
| HNSCC | Head and neck | cancer | 26 | 2112 | 8236 | 13 | Molecular Carci... | |
| HNSCC | Head and neck | cancer | 26 | 1836 | 8236 | 13 | Molecular Carci... | |
| OVCA | Ovary | cancer | 26 | 597 | 11098 | 14 | Iscience,2022 | |
| LIHC | Liver | normal | 26 | 1096 | 9087 | 15 | Nature,2022 | |
| PRAD | Prostate | normal | 26 | 3639 | 6680 | 10 | Journal of Path... | |
| LIHC | Liver | normal | 26 | 2616 | 2646 | 11 | Nature,2024 | |
| CSCC | Skin | normal | 26 | 1275 | 4114 | 10 | Nature Communic... | |
| PDAC | Pancreas | normal | 25 | 1848 | 5624 | 9 | Cell Metabolism... | |
| OSCC | Oral cavity | cancer | 24 | 2007 | 4724 | 6 | Nature Communic... | |
| OVCA | Ovary | cancer | 24 | 2098 | 10516 | 12 | BMC Genomics,20... | |
| OSCC | Oral cavity | cancer | 23 | 2435 | 4724 | 6 | Nature Communic... | |
| OVCA | Ovary | cancer | 23 | 437 | 11098 | 14 | Iscience,2022 | |
| LIHC | Liver | normal | 23 | 984 | 9087 | 15 | Nature,2022 | |
| PDAC | Pancreas | normal | 23 | 2125 | 5624 | 9 | Cell Metabolism... | |
| RCC | Kidney | normal | 22 | 729 | 40876 | 13 | Journal of The ... | |
| CSCC | Skin | normal | 22 | 634 | 4114 | 10 | Science Immunol... | |
| CSCC | Skin | normal | 22 | 1201 | 4114 | 10 | Science Immunol... | |
| LIHC | Liver | normal | 22 | 619 | 9087 | 15 | Nature,2022 | |
| HNSCC | Head and neck | cancer | 22 | 1097 | 8236 | 13 | Molecular Carci... | |
| IPMN | Pancreatic ducts | cancer | 22 | 998 | 12273 | 12 | Cancer Discover... | |
| CRC | Colon | cancer | 21 | 644 | 5093 | 11 | Cell,2021 | |
| CRC | Colon | cancer | 21 | 1240 | 5093 | 11 | Cell,2021 | |
| LIHC | Liver | normal | 21 | 1343 | 9087 | 15 | Nature,2022 | |
| RCC | Kidney | normal | 21 | 1485 | 40876 | 13 | Journal of The ... | |
| OVCA | Ovary | cancer | 21 | 357 | 11098 | 14 | Iscience,2022 | |
| PRAD | Prostate | normal | 20 | 4305 | 6680 | 10 | Journal of Path... | |
| CSCC | Skin | normal | 20 | 1070 | 4114 | 10 | Science Immunol... | |
| CSCC | Skin | normal | 20 | 998 | 22667 | 10 | Allergy,2023 | |
| LIHC | Liver | normal | 20 | 1257 | 9087 | 15 | Front Cell Dev ... | |
| PRAD | Prostate | normal | 20 | 1257 | 15060 | 7 | iScience,2021 | |
| HN-AS | Head and neck | cancer | 20 | 1404 | 8236 | 13 | Communications ... | |
| OVCA | Ovary | cancer | 19 | 1191 | 326 | 4 | BMC Genomics,20... | |
| OVCA | Ovary | cancer | 19 | 503 | 11098 | 14 | Iscience,2022 | |
| PRAD | Prostate | normal | 19 | 4155 | 6680 | 10 | Journal of Path... | |
| LIHC | Liver | normal | 19 | 2501 | 17932 | 10 | Cell,2022 | |
| CSCC | Skin | normal | 19 | 898 | 22667 | 10 | Allergy,2023 | |
| RCC | Kidney | normal | 18 | 1086 | 4809 | 11 | Nature Communic... | |
| CSCC | Skin | normal | 18 | 637 | 22667 | 10 | Allergy,2023 | |
| LUAD | Lung | normal | 18 | 877 | 10104 | 11 | Nature,2022 | |
| MIBC | Bladder | cancer | 18 | 1582 | 4072 | 7 | Journal of Tran... | |
| CSCC | Skin | cancer | 18 | 734 | 18380 | 5 | Cell,2020 | |
| MIBC | Bladder | cancer | 17 | 957 | 4072 | 7 | Journal of Tran... | |
| OVCA | Ovary | cancer | 17 | 171 | 11098 | 14 | Iscience,2022 | |
| LIHC | Liver | normal | 17 | 2413 | 9087 | 15 | Nature,2022 | |
| LIHC | Liver | normal | 17 | 1181 | 17932 | 10 | Cell,2022 | |
| CSCC | Skin | normal | 17 | 715 | 22667 | 10 | Allergy,2023 | |
| CRC | Colon | cancer | 16 | 710 | 5093 | 11 | Cell,2021 | |
| GBM | Brain | cancer | 16 | 2237 | 18102 | 14 | Neuro-Oncology,... | |
| GBM | Brain | cancer | 16 | 2237 | 18102 | 14 | Neuro-Oncology,... | |
| IPMN | Pancreatic ducts | cancer | 15 | 808 | 12273 | 12 | Cancer Discover... | |
| IPMN | Pancreatic ducts | cancer | 15 | 796 | 12273 | 12 | Cancer Discover... | |
| IPMN | Pancreatic ducts | cancer | 15 | 1747 | 12273 | 12 | Cancer Discover... | |
| HN-AS | Head and neck | cancer | 15 | 2079 | 8236 | 13 | Communications ... | |
| PRAD | Prostate | normal | 15 | 3390 | 6680 | 10 | Journal of Path... | |
| OSCC | Oral cavity | normal | 15 | 335 | 5715 | 11 | Elife,2023 | |
| OVCA | Ovary | cancer | 14 | 425 | 11098 | 14 | Iscience,2022 | |
| PRAD | Prostate | normal | 14 | 2938 | 6680 | 10 | Journal of Path... | |
| LUAD | Lung | cancer | 14 | 2106 | 3495 | 8 | Cell Reports Me... | |
| OVCA | Ovary | cancer | 13 | 1188 | 10516 | 12 | BMC Genomics,20... | |
| RCC | Kidney | normal | 13 | 2439 | 4809 | 11 | Nature Communic... | |
| CSCC | Skin | cancer | 13 | 672 | 18380 | 5 | Cell,2020 | |
| MIBC | Bladder | cancer | 13 | 1021 | 4072 | 7 | Journal of Tran... | |
| CRC | Colon | cancer | 12 | 345 | 5093 | 11 | Cell,2021 | |
| IPMN | Pancreatic ducts | cancer | 12 | 1050 | 12273 | 12 | Cancer Discover... | |
| LIHC | Liver | normal | 12 | 1247 | 9087 | 15 | Nature,2022 | |
| RCC | Kidney | normal | 12 | 819 | 4809 | 11 | Nature Communic... | |
| RCC | Kidney | normal | 12 | 1071 | 40876 | 13 | Journal of The ... | |
| IPMN | Pancreatic ducts | cancer | 11 | 1456 | 12273 | 12 | Cancer Discover... | |
| OVCA | Ovary | cancer | 11 | 351 | 11098 | 14 | Iscience,2022 | |
| LIHC | Liver | normal | 11 | 1236 | 9087 | 15 | Nature,2022 | |
| PRAD | Prostate | normal | 11 | 2332 | 6680 | 10 | Journal of Path... | |
| LIHC | Liver | normal | 11 | 1424 | 13098 | 11 | Cell,2022 | |
| OSCC | Oral cavity | normal | 11 | 245 | 5715 | 11 | Elife,2023 | |
| LUAD | Lung | cancer | 10 | 805 | 3495 | 8 | Cell Reports Me... | |
| LIHC | Liver | normal | 9 | 2265 | 9087 | 15 | Hepatology Comm... | |
| RCC | Kidney | normal | 9 | 937 | 4809 | 11 | Nature Communic... | |
| LIHC | Liver | normal | 9 | 531 | 17932 | 10 | Cell,2022 | |
| PRAD | Prostate | normal | 9 | 3479 | 6680 | 10 | Journal of Path... | |
| LIHC | Liver | normal | 9 | 3479 | 9087 | 15 | Front Cell Dev ... | |
| MIBC | Bladder | cancer | 8 | 775 | 4072 | 7 | Journal of Tran... | |
| PDAC | Pancreas | normal | 8 | 1682 | 44627 | 10 | Cell Metabolism... | |
| IPMN | Pancreatic ducts | cancer | 7 | 1045 | 12273 | 12 | Cancer Discover... | |
| OSCC | Oral cavity | normal | 7 | 386 | 5715 | 11 | Elife,2023 | |
| IPMN | Pancreatic ducts | cancer | 6 | 562 | 12273 | 12 | Cancer Discover... | |
| PDAC | Pancreas | normal | 5 | 299 | 5624 | 9 | Cell Metabolism... | |
| OSCC | Oral cavity | normal | 5 | 276 | 5715 | 11 | Elife,2023 | |
| HN-AS | Head and neck | cancer | 4 | 809 | 8236 | 13 | Communications ... | |
| OSCC | Oral cavity | cancer | 3 | 3497 | 4724 | 6 | Nature Communic... | |
| PDAC | Pancreas | normal | 2 | 298 | 5624 | 9 | Cell Metabolism... | |
| HNSCC | Head and neck | cancer | 1 | 1673 | 8236 | 13 | Molecular Carci... | |
| SKCM | Skin | cancer | 1 | 2987 | 8633 | 11 | Molecular Cance... | |
| OSCC | Oral cavity | cancer | 1 | 1673 | 4724 | 6 | Nature Communic... | |
| IPMN | Pancreatic ducts | cancer | 1 | 855 | 12273 | 12 | Cancer Discover... | |
| IPMN | Pancreatic ducts | cancer | 1 | 1010 | 12273 | 12 | Cancer Discover... | |
| CSCC | Skin | cancer | 1 | 3307 | 18380 | 5 | Cell,2020 | |
| CRC | Colon | cancer | 1 | 2646 | 5093 | 11 | Cell,2021 | |
| PRAD | Prostate | normal | 1 | 4460 | 6680 | 10 | Journal of Path... | |
| HNSCC | Head and neck | normal | 1 | 2285 | 12028 | 11 | Journal of Tran... | |
