Retrieve genes that share similar properties



Screenings OR AND


 Known Cancer Genes

Futreal Nature 2004 (556 genes)
Saito Nature 2020 (96 genes)
Vogelstein Science 2013 (125 genes)


 Pan-cancer studies

Bailey Cell 2018 (Pan-cancer adult, 299 genes)
Grobner Nature 2018 (Pan-cancer paediatric, 77 genes)
Hornshoj npj Genomic Medicine 2018 (Pan-cancer adult, 162 genes)
Hornshoj npj Genomic Medicine 2018 (Pan-cancer adult, 46 genes)
Juul eLife 2017 (Pan-cancer adult, 255 genes)
Kandoth Nature 2013 (Pan-cancer adult, 127 genes)
Lanzos Scientific Reports 2017 (Pan-cancer adult, 24 genes)
Lanzos Scientific Reports 2017 (Pan-cancer adult, 15 genes)
Lawrence Nature 2014 (Pan-cancer adult, 261 genes)
Leiserson Nature Genetics 2014 (Pan-cancer adult, 147 genes)
Ma Nature 2018 (Pan-cancer paediatric, 142 genes)
Mularoni Genome Biology 2016 (Pan-cancer adult, 592 genes)
Mularoni Genome Biology 2016 (Pan-cancer adult, 222 genes)
Rheinbay Nature 2020 (Pan-cancer adult, 79 genes)
Rheinbay Nature 2020 (Pan-cancer adult, 35 genes)
Seiler Cell Reports 2018 (Pan-cancer adult, 119 genes)
Shuai Nature Communications 2020 (Pan-cancer adult, 51 genes)
Zhu Molecular Cell 2020 (Pan-cancer adult, 34 genes)


 Gene panel screenings

Barretina Nature Genetics 2010 (Soft tissue sarcoma, 21 genes)
Beltran EuropeanUrology 2013 (Prostate cancer, 11 genes)
CancerGenomeAtlas Nature 2008 (Glioblastoma, 8 genes)
CancerGenomeAtlas Cancer Cell 2010 (Glioblastoma, 9 genes)
Corre Leukemia 2018 (Multiple myeloma, 5 genes)
Dalgliesh Nature 2010 (Clear cell renal cancer, 5 genes)
Ding Nature 2008 (Lung adenocarcinoma, 26 genes)
Dolnik Blood 2012 (Acute myeloid leukemia, 16 genes)
Faisal Clinical Cancer Research 2020 (Prostate cancer, 3 genes)
Jour HumanPathology 2014 (Soft tissue sarcoma, 8 genes)
Kan Nature 2010 (Breast cancer, 19 genes)
Kan Nature 2010 (Lung cancer (all histologies), 47 genes)
Kan Nature 2010 (Ovarian cancer, 9 genes)
Kan Nature 2010 (Pancreatic ductal adenocarcinoma, 2 genes)
Kan Nature 2010 (Prostate cancer, 3 genes)
Lac Journal of Human Reproduction 2018 (Endometriotic endometrium, 4 genes)
Lac The Journal of Pathology 2019 (Normal endometrium, 6 genes)
Lipson Nature Medicine 2012 (Colorectal adenocarcinoma, 12 genes)
Lipson Nature Medicine 2012 (Non-small cell lung cancer, 10 genes)
Martincorena Science 2015 (Normal eyelid epidermis, 6 genes)
Martincorena Science 2018 (Normal oesophageal epithelium, 14 genes)
Pereira Nature Communications 2016 (Breast cancer, 40 genes)
Piscuoglio Clinical Cancer Research 2016 (Male breast cancer, 4 genes)
Rampias Nature Medicine 2014 (Bladder cancer, 5 genes)
Shain Nature Genetics 2019 (Uveal melanoma, 14 genes)
Solomon Nature Genetics 2013 (Bladder cancer, 1 gene)
Tang Nature 2020 (Normal melanocytes, 11 genes)
Weisman Modern Pathology 2016 (Triple negative breast cancer, 75 genes)


 WES and targeted deep resequencing

Chow Scientific Reports 2017 (Nasopharyngeal carcinoma, 28 genes)
Ibanez PLOS One 2016 (Acute promyelocytic leukemia, 8 genes)
Lim AJHG 2016 (Vascular cancer, 1 gene)
Ogura Genes Chromosomes and Cancer 2017 (Bone giant cell tumour, 1 gene)
TCGA Cancer Cell 2017 (Pancreatic ductal adenocarcinoma, 14 genes)
Zheng PNAS 2016 (Nasopharyngeal carcinoma, 2 genes)


 WES and gene panel sequencing

Anglesio NEJM 2017 (Endometriotic endometrium, 4 genes)
Bonilla Nature 2016 (Skin basal cell carcinoma, 25 genes)
Brunner Nature 2019 (Normal hepatocytes and cirrhotic hepatocytes, 2 genes)
Gopal Cancer Cell 2018 (Hurthle cell carcinoma, 1 gene)
Hillman Nature Communications 2018 (Granulosa tumours of the ovary, 2 genes)
Jiang Nature Genetics 2015 (Natural killer/T cell lymphoma, 26 genes)
Kovac Nature Communications 2015 (Osteosarcoma, 14 genes)
Kunstman Human Molecular Genetics 2015 (Anaplastic thyroid carcinoma, 33 genes)
Li Scientific Reports 2015 (Lung squamous cell carcinoma, 20 genes)
Madan Leukemia 2016 (Acute promyelocytic leukemia, 28 genes)
Mareschal The Journal of Investigative Dermatology 2017 (Cutaneous DLBCL, 24 genes)
Pandya JCI Insight 2017 (Parathyroid carcinoma, 11 genes)
Sausen Nature Communications 2015 (Pancreatic ductal adenocarcinoma, 9 genes)
Siraj AJHG 2016 (Papillary thyroid cancer, 24 genes)
Stieglitz Nature Genetics 2015 (Juvenile myelomonocytic leukemia, 16 genes)
Suda Cell Reports 2018 (Normal endometrium and endometriotic endometrium, 14 genes)
Tan Nature Genetics 2015 (Breast fibroepithelial tumours, 20 genes)
Ungewickell Nature Genetics 2015 (Cutaneous T cell lymphoma, 17 genes)
Viel EBioMedicine 2017 (Colorectal adenocarcinoma, 39 genes)
Xia Molecular Cancer Therapeutics 2015 (Melanoma, 12 genes)
Yachida Cancer Cell 2016 (Ampullary adenocarcinoma, 24 genes)
Yasumoto Cancer Medicine 2017 (Gastric adenocarcinoma, 2 genes)
Yokoyama Nature 2019 (Normal oesophageal epithelium, 10 genes)
Zheng Cancer Cell 2016 (Adrenocortical carcinoma, 5 genes)
Zhu Cell 2019 (Non-dysplastic hepatocytes from diseased liver, 26 genes)


 WGS

Anderrson Nature Genetics 2015 (Acute lymphocytic leukemia, 25 genes)
Bailey Nature 2016 (Pancreatic cancer (all histologies), 41 genes)
Bass Nature Genetics 2011 (Colorectal adenocarcinoma, 3 genes)
Behjati Nature Genetics 2013 (Chondroblastoma, 2 genes)
Berger Nature 2012 (Melanoma, 11 genes)
Chang Nature Communications 2017 (Esophageal squamous carcinoma, 20 genes)
Cornish Blood Advances 2019 (Dlblc, follicular lymphoma, 96 genes)
Decker AJHG 2016 (Prostate cancer, 7 genes)
Ding Nature 2012 (Acute myeloid leukemia, 5 genes)
Eleveld Nature Genetics 2015 (Neuroblastoma, 7 genes)
Fels Elliott PLOSGenetics 2017 (Esophageal adenocarcinoma, 10 genes)
Fujimoto Nature 2012 (Hepatocellular carcinoma, 23 genes)
Fujimoto Nature Genetics 2016 (Hepatocellular carcinoma, cholangiocarcinoma, 35 genes)
Fujimoto Nature Genetics 2016 (Hepatocellular carcinoma, cholangiocarcinoma, 27 genes)
George Nature 2015 (Small cell lung cancer, 16 genes)
Govindan Cell 2012 (Non-small cell lung cancer, 9 genes)
Graubert Nature Genetics 2011 (Myelodysplasia, 1 gene)
Gunawardana Nature Genetics 2014 (Mediastinal B-cell lymphoma, 2 genes)
Hayward Nature 2017 (Melanoma, 12 genes)
Hayward Nature 2017 (Melanoma, 33 genes)
Jones Nature Genetics 2013 (Astrocytoma, 4 genes)
Jusakul Cancer Discovery 2017 (Cholangiocarcinoma, 1 gene)
Kiel JEM 2012 (Splenic marginal zone lymphoma, 1 gene)
Ley Nature 2008 (Acute myeloid leukemia, 10 genes)
Lopez Nature Communications 2019 (Burkitt lymphoma, 18 genes)
Mao Oncotarget 2017 (Hepatocellular carcinoma, 9 genes)
Mardis NEJM 2009 (Acute myeloid leukemia, 10 genes)
Mehine NEJM 2013 (Leiomyoma, 2 genes)
Moore Nature 2020 (Normal endometrium, 12 genes)
Nagata Blood 2016 (T-cell leukemia/lymphoma, 2 genes)
Nik-Zainal Cell 2012 (Breast cancer, 8 genes)
Nik-Zainal Nature 2016 (Breast cancer, 7 genes)
Nik-Zainal Nature 2016 (Breast cancer, 92 genes)
Nord Nature Genetics 2014 (Chondromyxoid fibroma, 1 gene)
Olafsson Cell 2020 (Colonic epithelial crypts from ibd patients, 4 genes)
Panea Blood 2019 (Burkitt lymphoma, 72 genes)
Panea Blood 2019 (Burkitt lymphoma, 57 genes)
Patch Nature 2015 (Ovarian serous carcinoma, 7 genes)
Pena-Llopis Nature Genetics 2012 (Clear cell renal cancer, 3 genes)
Puente Nature 2011 (Chronic lymphocytic leukemia, 4 genes)
Robinson Nature 2012 (Medulloblastoma, 14 genes)
Secrier Nature Genetics 2016 (Esophageal adenocarcinoma, 7 genes)
Sweeney Nature Genetics 2014 (Ameloblastoma, 4 genes)
TCGA Nature 2017 (Cervical cancer (all histologies), 14 genes)
Tirode Cancer Discovery 2014 (Ewing sarcoma, 4 genes)
Waddell Nature 2015 (Pancreatic ductal adenocarcinoma, 6 genes)
Wang Nature Genetics 2014 (Gastric adenocarcinoma, 19 genes)
Weaver Nature Genetics 2014 (Esophageal adenocarcinoma, 15 genes)
Welch Cell 2012 (Acute myeloid leukemia, 23 genes)
Wu Nature Communications 2019 (Bladder cancer, 11 genes)
Wu Nature Communications 2019 (Bladder cancer, 18 genes)
Yates Nature Medicine 2015 (Breast cancer, 45 genes)
Yoshida Nature 2020 (Normal bronchial epithelium, 7 genes)
Zhang Nature 2012 (Acute lymphoblastic leukemia, 21 genes)


 WGS and WES

Buczkowicz Nature Genetics 2014 (Diffuse intrinsic pontine glioma, 5 genes)
CancerGenomeAtlas NEJM 2013 (Acute myeloid leukemia, 23 genes)
Ceccarelli Cell 2016 (Pan-glioma, 75 genes)
Chapman Nature 2011 (Multiple myeloma, 10 genes)
Choi Nature Genetics 2015 (Cutaneous T cell lymphoma, 12 genes)
Dulak Nature Genetics 2012 (Esophageal adenocarcinoma, 26 genes)
Frankell Nature Genetics 2019 (Esophageal adenocarcinoma, 18 genes)
Frankell Nature Genetics 2019 (Esophageal adenocarcinoma, 66 genes)
Holmfeldt Nature Genetics 2013 (Acute lymphocytic leukemia, 19 genes)
Johannson Oncotarget 2016 (Melanoma, 7 genes)
Jones Nature 2012 (Medulloblastoma, 8 genes)
Kovac Nature Communications 2015 (Papillary renal cell carcinoma, 17 genes)
Li Nature Communications 2016 (Nasopharyngeal carcinoma, 19 genes)
Maura Nature Communications 2019 (Multiple myeloma, 61 genes)
Merlevede Nature Communications 2016 (Chronic myelomonocytic leukemia, 26 genes)
Newell Nature Communications 2019 (Mucosal melanoma, 1 gene)
Newell Nature Communications 2019 (Mucosal melanoma, 19 genes)
Okosun Nature Genetics 2014 (Follicular lymphoma, 28 genes)
Paulsson Nature Genetics 2015 (Acute lymphoblastic leukemia, 9 genes)
Pinto Nature Communications 2014 (Adrenocortical carcinoma, 4 genes)
Qin AJHG 2016 (Esophageal squamous carcinoma, 30 genes)
Richter Nature Genetics 2012 (Burkitt lymphoma, 7 genes)
Scelo Nature Communications 2014 (Clear cell renal cancer, 17 genes)
Taylor Nature Genetics 2014 (Diffuse intrinsic pontine glioma, 8 genes)
TCGA Cell 2015 (Prostate cancer, 13 genes)
TCGA Nature 2017 (Esophageal (squamous and adenocarcinoma), 12 genes)
TCGA Cell 2017 (Soft tissue sarcoma, 3 genes)
Wang NEJM 2011 (Chronic lymphocytic leukemia, 9 genes)
Wu Nature Genetics 2014 (Paediatric high-grade glioma, 25 genes)
Zhang Nature Genetics 2013 (Paediatric low grade glioma, 33 genes)
Zhang Nature Genetics 2014 (Malignant peripheral nerve sheath tumour, 2 genes)


 WGS and gene panel sequencing

Brohl PLOSGenetics 2014 (Ewing sarcoma, 2 genes)
Lee-Six Nature 2019 (Normal colorectal epithelium, 6 genes)
Mason Leukemia 2016 (Chronic myelomonocytic leukemia, 30 genes)


 WGS, WES and gene panel sequencing

Behjati Nature Genetics 2014 (Angiosarcoma, 16 genes)
Bueno Nature Genetics 2016 (Malignant pleural mesothelioma, 10 genes)
Jusakul Cancer Discovery 2017 (Cholangiocarcinoma, 32 genes)
Kataoka Nature Genetics 2015 (T-cell leukemia/lymphoma, 50 genes)
Lawson Science 2020 (Normal bladder urothelium, 17 genes)
Shain Nature Genetics 2015 (Desmoplastic melanoma, 24 genes)


 WES

Agrawal Science 2011 (Squamous head and neck cancer, 14 genes)
Agrawal Cancer Discovery 2012 (Esophageal (squamous and adenocarcinoma), 8 genes)
Al-Hebshi International Journal of Cancer 2016 (Oral squamous cell carcinoma, 13 genes)
Amin-Mansour Clinical Cancer Research 2019 (Leiomysarcoma, liposarcoma, 5 genes)
Assie Nature Genetics 2014 (Adrenocortical carcinoma, 6 genes)
Balbas-Martinez Nature Genetics 2013 (Bladder cancer, 9 genes)
Banerji Nature 2012 (Breast cancer, 6 genes)
Barbieri Nature Genetics 2012 (Prostate cancer, 25 genes)
Berger Cancer Cell 2018 (Pan-gynecological and breast, 46 genes)
Bettegowda Science 2011 (Oligodendroglioma, 6 genes)
Biankin Nature 2012 (Pancreatic ductal adenocarcinoma, 16 genes)
Brastianos Nature Genetics 2014 (Craniopharyngioma, 2 genes)
Campbell Nature Genetics 2016 (Lung cancer (all histologies), 52 genes)
CancerGenomeAtlas Nature 2011 (Ovarian cancer, 9 genes)
CancerGenomeAtlas Nature 2012 (Breast cancer, 35 genes)
CancerGenomeAtlas Nature 2012 (Colorectal adenocarcinoma, 32 genes)
CancerGenomeAtlas Nature 2012 (Lung squamous cell carcinoma, 11 genes)
CancerGenomeAtlas Cell 2013 (Glioblastoma, 71 genes)
CancerGenomeAtlas Nature 2013 (Clear cell renal cancer, 19 genes)
CancerGenomeAtlas Nature 2013 (Endometrial cancer, 48 genes)
CancerGenomeAtlas Nature 2014 (Bladder cancer, 32 genes)
CancerGenomeAtlas Cancer Cell 2014 (Chromophobe renal cell carcinoma, 2 genes)
CancerGenomeAtlas Nature 2014 (Lung adenocarcinoma, 18 genes)
CancerGenomeAtlas Nature 2014 (Gastric adenocarcinoma, 25 genes)
CancerGenomeAtlas Cell 2014 (Papillary thyroid cancer, 7 genes)
CancerGenomeAtlas NEJM 2015 (Low grade glioma, 19 genes)
CancerGenomeAtlas Nature 2015 (Squamous head and neck cancer, 11 genes)
CancerGenomeAtlas Cell 2015 (Melanoma, 42 genes)
Cao Science 2014 (Adrenocortical adenoma, 12 genes)
Chan-on Nature Genetics 2013 (Cholangiocarcinoma, 12 genes)
Chen Cell Reports 2016 (Renal cancer (all histologies), 20 genes)
Cherniack Cancer Cell 2017 (Uterine carcinosarcoma, 14 genes)
Cho Gastroenterology 2017 (Diffuse gastric adenocarcinoma, 10 genes)
Ciriello Cell 2015 (Breast cancer, 68 genes)
Clark Science 2013 (Meningioma, 5 genes)
Crompton Cancer Discovery 2014 (Ewing sarcoma, 1 gene)
DeKeersmaecker Nature Genetics 2013 (Acute lymphoblastic leukemia, 15 genes)
Durinck Nature Genetics 2015 (Non-clear cell renal cancer, 18 genes)
Encinas Oncotarget 2018 (Breast cancer, 53 genes)
Fabbri JEM 2011 (Chronic lymphocytic leukemia, 1 gene)
Farshidfar Cell Reports 2017 (Cholangiocarcinoma, 37 genes)
Feber Cancer Research 2016 (Penile squamous cancer, 38 genes)
Fishbein Cancer Cell 2017 (Pheochromocytoma, paraganglioma, 5 genes)
Fontebasso Nature Genetics 2014 (Astrocytoma, 14 genes)
Francis Nature 2013 (Neuroendocrine tumour, 1 gene)
Gao Nature Genetics 2014 (Esophageal squamous carcinoma, 18 genes)
Genovese NEJM 2014 (Normal blood cells, 4 genes)
Gerlinger NEJM 2012 (Clear cell renal cancer, 4 genes)
Gerlinger Nature Genetics 2014 (Clear cell renal cancer, 11 genes)
Giannakis Nature Genetics 2014 (Colorectal adenocarcinoma, 1 gene)
Giannakis Cell Reports 2016 (Colorectal adenocarcinoma, 90 genes)
Giannikou PLOSGenetics 2016 (Renal angiomyolipoma, 2 genes)
Gibson Nature Genetics 2016 (Endometrial cancer, 49 genes)
Gingras Cell Reports 2016 (Ampullary adenocarcinoma, 23 genes)
Goh Nature Genetics 2014 (Adrenocortical adenoma, 1 gene)
Gopal Cancer Cell 2018 (Hurthle cell carcinoma, 24 genes)
Grasso Nature 2012 (Prostate cancer, 9 genes)
Greif Leukemia 2011 (Acute myeloid leukemia, 3 genes)
Gui Nature Genetics 2011 (Bladder cancer, 21 genes)
Guichard Nature Genetics 2012 (Hepatocellular carcinoma, 10 genes)
Guo Nature Genetics 2012 (Clear cell renal cancer, 23 genes)
Guo Nature Genetics 2013 (Bladder cancer, 37 genes)
Heo BMC Medical Genetics 2017 (Acute myeloid leukemia, 11 genes)
Hintzsche British Journal of Haematology 2017 (Mucosal melanoma, 18 genes)
Hmeljak Cancer Discovery 2018 (Malignant pleural mesothelioma, 5 genes)
Hodis Cell 2012 (Melanoma, 12 genes)
Huang Nature Genetics 2012 (Hepatocellular carcinoma, 10 genes)
Huang Scientific Reports 2016 (Squamous head and neck cancer, 26 genes)
Imielinski Cell 2012 (Lung adenocarcinoma, 25 genes)
Jaiswal NEJM 2014 (Normal blood cells, 10 genes)
Jiao Science 2011 (Pancreatic neuroendocrine tumours, 6 genes)
Jiao Nature Genetics 2013 (Cholangiocarcinoma, 5 genes)
Johnson Science 2014 (Low grade glioma, 4 genes)
Jones Science 2008 (Pancreatic ductal adenocarcinoma, 82 genes)
Jones Science 2010 (Ovarian clear-cell carcinoma, 4 genes)
Jung Clinical Cancer Research 2018 (Gastric adenocarcinoma, 55 genes)
Kadara Annals of Oncology 2017 (Lung adenocarcinoma, 28 genes)
Kakiuchi Nature Genetics 2014 (Diffuse gastric adenocarcinoma, 1 gene)
Klampfl NEJM 2013 (Myeloproliferative neoplasm, 1 gene)
Kohsaka Nature Genetics 2014 (Rhabdomyosarcoma, 1 gene)
Kooi Scientific Reports 2016 (Retinoblastoma, 3 genes)
Krauthammer Nature Genetics 2012 (Melanoma, 15 genes)
Krauthammer Nature Genetics 2015 (Melanoma, 13 genes)
Krysiak Blood 2017 (Follicular lymphoma, 39 genes)
Landau Cell 2013 (Chronic lymphocytic leukemia, 20 genes)
Landau Nature 2015 (Chronic lymphocytic leukemia, 44 genes)
Lasorsa Oncotarget 2016 (Neuroblastoma, 22 genes)
Le Gallo Nature Genetics 2012 (Serous endometrial cancer, 9 genes)
Le Gallo Cancer 2017 (Clear cell endometrial cancer, 7 genes)
Lee JCI 2012 (Rhabdoid tumour, 2 genes)
Lee Nature Genetics 2014 (Malignant peripheral nerve sheath tumour, 5 genes)
Lee Gastric Cancer 2019 (Gastric cancer, 24 genes)
Lefebvre PLOS Medicine 2016 (Breast cancer, 12 genes)
Li Nature Genetics 2011 (Hepatocellular carcinoma, 5 genes)
Li Nature Genetics 2014 (Gallbladder carcinoma, 6 genes)
Lim Nature Genetics 2014 (Breast fibroadenoma, 1 gene)
Lin Nature Genetics 2014 (Esophageal squamous carcinoma, 13 genes)
Lin Nature Genetics 2014 (Nasopharyngeal carcinoma, 27 genes)
Litchfield Nature Communications 2015 (Testicular germ cell cancer, 12 genes)
Liu Carcinogenesis 2012 (Non-small cell lung cancer, 11 genes)
Liu Cancer Cell 2018 (Pan-gastric, 57 genes)
Lohr PNAS 2011 (Diffuse large B-cell lymphoma, 74 genes)
Love Nature Genetics 2012 (Burkitt lymphoma, 18 genes)
Lui Cancer Discovery 2013 (Squamous head and neck cancer, 18 genes)
Lyu The Journal of Pathology 2017 (Mucosal melanoma, 5 genes)
Mareschal Genes Chromosomes and Cancer 2015 (Diffuse large B-cell lymphoma, 15 genes)
Morin Nature 2011 (Non-Hodgkin lymphoma, 30 genes)
Nakamura Nature Genetics 2015 (Biliary tract cancer, 32 genes)
Nangalia NEJM 2013 (Myeloproliferative neoplasm, 9 genes)
Nikolaev Nature Genetics 2011 (Melanoma, 7 genes)
Ojesina Nature 2013 (Cervical cancer (all histologies), 10 genes)
Ong Nature Genetics 2012 (Cholangiocarcinoma, 15 genes)
Palomero Nature Genetics 2014 (Peripheral T-cell lymphoma, 8 genes)
Pan Human Molecular Genetics 2016 (Papillary thyroid cancer, 3 genes)
Pan Human Molecular Genetics 2016 (Papillary thyroid cancer, 10 genes)
Papaemmanuil NEJM 2011 (Myelodysplasia, 1 gene)
Papaemmanuil Nature Genetics 2014 (Acute lymphoblastic leukemia, 14 genes)
Parsons Science 2008 (Glioblastoma, 40 genes)
Parsons Science 2011 (Medulloblastoma, 7 genes)
Pasqualucci Nature Genetics 2011 (Diffuse large B-cell lymphoma, 56 genes)
Pasqualucci Nature 2011 (Diffuse large B-cell lymphoma, 2 genes)
Peifer Nature Genetics 2012 (Small cell lung cancer, 23 genes)
Petrini Nature Genetics 2014 (Thymic carcinoma, 12 genes)
Piazza Nature Genetics 2013 (Chronic myeloid leukemia, 2 genes)
Pierson Gynecologic Oncology 2020 (Endometrioid ovarian cancer, 8 genes)
Pugh Nature 2012 (Medulloblastoma, 12 genes)
Pugh Nature Genetics 2013 (Neuroblastoma, 7 genes)
Quesada Nature Genetics 2012 (Chronic lymphocytic leukemia, 78 genes)
Radovich Cancer Cell 2018 (Thymic carcinoma, 4 genes)
Ramsay Nature Genetics 2013 (Chronic lymphocytic leukemia, 1 gene)
Rashid Nature Communications 2019 (Cylindroma, spiradenocarcinoma, spiradenoma, 4 genes)
Rheinbay Nature 2017 (Breast cancer, 9 genes)
Robertson Cell 2017 (Bladder cancer, 58 genes)
Robertson Cancer Cell 2017 (Melanoma, 9 genes)
Robinson Nature Genetics 2013 (Breast cancer, 1 gene)
Robinson Cell 2015 (Prostate cancer, 37 genes)
Rokutan The Journal of Pathology 2016 (Mucinous gastric cancer, 23 genes)
Rudin Nature Genetics 2012 (Small cell lung cancer, 22 genes)
Sakata-Yanagimoto Nature Genetics 2014 (Angioimmunoblastic T-cell lymphoma, 4 genes)
Sausen Nature Genetics 2012 (Neuroblastoma, 5 genes)
Schramm Nature Genetics 2015 (Neuroblastoma, 23 genes)
Schulze Nature Genetics 2015 (Hepatocellular carcinoma, 14 genes)
Schwartzentruber Nature 2012 (Glioblastoma, 4 genes)
Seshagiri Nature 2012 (Colorectal adenocarcinoma, 23 genes)
Shen Cell Reports 2018 (Testicular germ cell cancer, 3 genes)
Stark Nature Genetics 2012 (Melanoma, 2 genes)
Stephens Nature 2012 (Breast cancer, 34 genes)
Stransky Science 2011 (Squamous head and neck cancer, 76 genes)
Tarpey Nature Genetics 2013 (Chondrosarcoma, 5 genes)
TCGA NEJM 2015 (Papillary renal cell carcinoma, 11 genes)
TCGA Cell 2017 (Hepatocellular carcinoma, 28 genes)
Togasaki Blood Cancer Journal 2017 (Chronic myeloid leukemia, 27 genes)
Totoki Nature Genetics 2014 (Hepatocellular carcinoma, 29 genes)
Toy Nature Genetics 2013 (Breast cancer, 1 gene)
Varela Nature 2011 (Clear cell renal cancer, 1 gene)
Vasudevan Cell Reports 2018 (Meningioma, 17 genes)
Wang Nature Genetics 2011 (Gastric adenocarcinoma, 20 genes)
Wang GenomeResearch 2012 (Pancreatic ductal adenocarcinoma, 56 genes)
Wang Nature 2014 (Intracranial germ cell, 11 genes)
Wang Nature Genetics 2016 (Glioblastoma, 13 genes)
Wei Nature Genetics 2011 (Melanoma, 68 genes)
Weinreb Nature Genetics 2014 (Salivary gland adenocarcinoma, 1 gene)
Witkiewicz Nature Communications 2015 (Pancreatic ductal adenocarcinoma, 24 genes)
Witkowski Nature Genetics 2014 (Ovarian small-cell carcinoma, 1 gene)
Wu PNAS 2011 (Pancreatic neoplastic cysts, 5 genes)
Wu Oncotarget 2016 (Bladder cancer, 24 genes)
Xie Nature Medicine 2014 (Normal blood cells, 9 genes)
Xu Modern Pathology 2020 (Ocular adnexal sebaceous carcinoma, 5 genes)
Yan Nature Genetics 2011 (Acute monocytic leukemia, 6 genes)
Yoo Nature Genetics 2014 (Angioimmunoblastic T-cell lymphoma, 2 genes)
Yoshida Nature 2011 (Myelodysplasia, 12 genes)
Yuan Cancer 2016 (Duodenal adenocarcinoma, 10 genes)
Zang Nature Genetics 2012 (Gastric adenocarcinoma, 28 genes)
Zhang Nature Genetics 2014 (Glioma, 7 genes)
Zhang Science 2014 (Lung adenocarcinoma, 10 genes)
Zhao PNAS 2016 (Uterine carcinosarcoma, 10 genes)
Primary Sites OR AND

Select All
Adrenal gland
Bladder
Blood
Bone
Brain
Breast
Cervix
Colorectal
Esophagus
Head and neck
Hepatobiliary
Kidney
Lung
Ovarian
Pancreas
Parathyroid gland
Penis
Peripheral nervous system
Pleura
Prostate
Retina
Skin
Small intestine
Soft tissue
Stomach
Testis
Thymus
Thyroid
Uterus
Uvea
Vascular system

Cancer Types OR AND

Select All
Acute lymphoblastic leukemia
Acute lymphocytic leukemia
Acute monocytic leukemia
Acute myeloid leukemia
Acute promyelocytic leukemia
Adrenocortical adenoma
Adrenocortical carcinoma
Ameloblastoma
Ampullary adenocarcinoma
Anaplastic thyroid carcinoma
Angioimmunoblastic T-cell lymphoma
Angiosarcoma
Astrocytoma
Biliary tract cancer
Bladder cancer
Bone giant cell tumour
Breast cancer
Breast fibroadenoma
Breast fibroepithelial tumours
Burkitt lymphoma
Cervical cancer (all histologies)
Cholangiocarcinoma
Chondroblastoma
Chondromyxoid fibroma
Chondrosarcoma
Chromophobe renal cell carcinoma
Chronic lymphocytic leukemia
Chronic myeloid leukemia
Chronic myelomonocytic leukemia
Clear cell endometrial cancer
Clear cell renal cancer
Colonic epithelial crypts from ibd patients
Colorectal adenocarcinoma
Craniopharyngioma
Cutaneous DLBCL
Cutaneous T cell lymphoma
Cylindroma, spiradenocarcinoma, spiradenoma
Desmoplastic melanoma
Diffuse gastric adenocarcinoma
Diffuse intrinsic pontine glioma
Diffuse large B-cell lymphoma
Dlblc, follicular lymphoma
Duodenal adenocarcinoma
Endometrial cancer
Endometrioid ovarian cancer
Endometriotic endometrium
Esophageal (squamous and adenocarcinoma)
Esophageal adenocarcinoma
Esophageal squamous carcinoma
Ewing sarcoma
Follicular lymphoma
Gallbladder carcinoma
Gastric adenocarcinoma
Gastric cancer
Glioblastoma
Glioma
Granulosa tumours of the ovary
Hepatocellular carcinoma
Hepatocellular carcinoma, cholangiocarcinoma
Hurthle cell carcinoma
Intracranial germ cell
Juvenile myelomonocytic leukemia
Leiomyoma
Leiomysarcoma, liposarcoma
Low grade glioma
Lung adenocarcinoma
Lung cancer (all histologies)
Lung squamous cell carcinoma
Male breast cancer
Malignant pleural mesothelioma
Malignant peripheral nerve sheath tumour
Mediastinal B-cell lymphoma
Medulloblastoma
Melanoma
Meningioma
Mucinous gastric cancer
Mucosal melanoma
Multiple myeloma
Myelodysplasia
Myeloproliferative neoplasm
Nasopharyngeal carcinoma
Natural killer/T cell lymphoma
Neuroblastoma
Neuroendocrine tumour
Non-clear cell renal cancer
Non-dysplastic hepatocytes from diseased liver
Non-Hodgkin lymphoma
Non-small cell lung cancer
Normal bladder urothelium
Normal blood cells
Normal bronchial epithelium
Normal colorectal epithelium
Normal endometrium
Normal endometrium and endometriotic endometrium
Normal eyelid epidermis
Normal hepatocytes and cirrhotic hepatocytes
Normal melanocytes
Normal oesophageal epithelium
Ocular adnexal sebaceous carcinoma
Oligodendroglioma
Oral squamous cell carcinoma
Osteosarcoma
Ovarian cancer
Ovarian clear-cell carcinoma
Ovarian serous carcinoma
Ovarian small-cell carcinoma
Paediatric high-grade glioma
Paediatric low grade glioma
Pan-cancer adult
Pan-cancer paediatric
Pan-gastric
Pan-glioma
Pan-gynecological and breast
Pancreatic cancer (all histologies)
Pancreatic ductal adenocarcinoma
Pancreatic neoplastic cysts
Pancreatic neuroendocrine tumours
Papillary renal cell carcinoma
Papillary thyroid cancer
Parathyroid carcinoma
Penile squamous cancer
Peripheral T-cell lymphoma
Pheochromocytoma, paraganglioma
Prostate cancer
Renal angiomyolipoma
Renal cancer (all histologies)
Retinoblastoma
Rhabdoid tumour
Rhabdomyosarcoma
Salivary gland adenocarcinoma
Serous endometrial cancer
Skin basal cell carcinoma
Small cell lung cancer
Soft tissue sarcoma
Splenic marginal zone lymphoma
Squamous head and neck cancer
T-cell leukemia/lymphoma
Testicular germ cell cancer
Thymic carcinoma
Triple negative breast cancer
Uterine carcinosarcoma
Uveal melanoma
Vascular cancer

Gene Function (Reactome) OR AND

Select All
Cell cycle
Cell-cell communication
Cellular responses to external stimuli
Chromatin organization
Circadian clock
Developmental biology
Digestion and absorption
DNA repair
Extracellular matrix organization
Gene expression (transcription)
Hemostasis
Immune system
Metabolism
Metabolism of proteins
Metabolism of RNA
Mitophagy
Muscle contraction
Neuronal system
Organelle biogenesis and maintenance
Programmed cell death
Reproduction
Signal transduction
Transport of small molecules
Vesicle-mediated transport

Appearance in Evolution Select All
Last Universal Common Ancestor
Eukaryotes
Opisthokonts
Metazoans
Vertebrates
Mammals
Primates

Gene Duplication No filter
Duplicated Genes
Singleton Genes

PPIN No filter
Hubs
Non-hubs

microRNA-gene Network No filter
Hubs
Non-hubs

Essentiality No filter
Essential in at least one cell line
Never essential