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Trait code
Trait and variant
Cohort
Method
Discovery GWAS
P value
Trait
All traits
10001 — Any Cancer
145 — Cancer of mouth
145.2 — Cancer of tongue
145.3 — Cancer of major salivary glands
145.5 — Cancer of the mouth floor
149 — Cancer of larynx, pharynx, nasal cavities
149.1 — Cancer of oropharynx
149.4 — Cancer of larynx
149.9 — Cancer of nasal cavities
150 — Cancer of esophagus
151 — Cancer of stomach
153 — Colorectal cancer
153.2 — Colon cancer
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus
155 — Cancer of liver and intrahepatic bile duct
155.1 — Malignant neoplasm of liver, primary
157 — Pancreatic cancer
159 — Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum
159.2 — Malignant neoplasm of small intestine, including duodenum
159.3 — Malignant neoplasm of gallbladder and extrahepatic bile ducts
159.4 — Malignant neoplasm of retroperitoneum and peritoneum
165 — Cancer within the respiratory system
165.1 — Cancer of bronchus; lung
170 — Cancer of bone and connective tissue
170.1 — Bone cancer
170.2 — Cancer of connective tissue
172 — Skin cancer
172.1 — Melanomas of skin, dx or hx
172.2 — Other non-epithelial cancer of skin
172.21 — Basal cell carcinoma
172.22 — Squamous cell carcinoma
172.3 — Carcinoma in situ of skin
174.1 — Breast cancer [female]
180 — Cervical cancer and dysplasia
180.1 — Cervical cancer
180.3 — Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]
182 — Malignant neoplasm of uterus
184 — Cancer of other female genital organs
184.11 — Malignant neoplasm of ovary
185 — Cancer of prostate
187 — Cancer of other male genital organs
187.2 — Malignant neoplasm of testis
189 — Cancer of urinary organs (incl. kidney and bladder)
189.1 — Cancer of kidney and renal pelvis
189.11 — Malignant neoplasm of kidney, except pelvis
189.2 — Cancer of bladder
190 — Cancer of eye
191.1 — Cancer of brain and nervous system
191.11 — Cancer of brain
193 — Thyroid cancer
194 — Cancer of other endocrine glands
199.4 — Neurofibromatosis
200 — Myeloproliferative disease
200.1 — Polycythemia vera
201 — Hodgkin's disease
202 — Cancer of other lymphoid, histiocytic tissue
202.2 — Non-Hodgkin lymphoma
202.21 — Nodular lymphoma
202.24 — Large cell lymphoma
204 — Leukemia
204.1 — Lymphoid leukemia
204.11 — Lymphoid leukemia, acute
204.12 — Lymphoid leukemia, chronic
204.2 — Myeloid leukemia
204.21 — Myeloid leukemia, acute
204.22 — Myeloid leukemia, chronic
204.4 — Multiple myeloma
209 — Neuroendocrine tumors
10001 — Any Cancer
145 — Cancer of mouth
145 — Cancer of mouth — Malignant neoplasm of lip, oral cavity and pharynx
145 — Cancer of mouth — Malignant neoplasm of tonsil
145.2 — Cancer of tongue
145.2 — Cancer of tongue — ICD-10 C01 Malignant neoplasm of base of tongue
145.2 — Cancer of tongue — ICD-10 C02 Malignant neoplasm of other and unspecified parts of tongue
145.2 — Cancer of tongue — Malignant neoplasm of other and unspecified parts of tongue
145.2 — Cancer of tongue — Self-reported tongue cancer
145.3 — Cancer of major salivary glands
145.5 — Cancer of the mouth floor
149 — Cancer of larynx, pharynx, nasal cavities
149.1 — Cancer of oropharynx
149.1 — Cancer of oropharynx — ICD-10 C09 Malignant neoplasm of tonsil
149.4 — Cancer of larynx
149.4 — Cancer of larynx — ICD-10 C32 Malignant neoplasm of larynx
149.4 — Cancer of larynx — Malignant neoplasm of larynx
149.4 — Cancer of larynx — Self-reported larynx/throat cancer
149.9 — Cancer of nasal cavities — Cancer of of nasal cavities
150 — Cancer of esophagus
150 — Cancer of esophagus — Esophageal adenocarcinoma
150 — Cancer of esophagus — ICD-10 C15 Malignant neoplasm of oesophagus
150 — Cancer of esophagus — Malignant neoplasm of oesophagus
150 — Cancer of esophagus — Self-reported oesophageal cancer
151 — Cancer of stomach
151 — Cancer of stomach — Self-reported stomach cancer
153 — Colorectal cancer
153 — Colorectal cancer — Self-reported large bowel cancer/colorectal cancer
153.2 — Colon cancer
153.2 — Colon cancer — ICD-10 C18 Malignant neoplasm of colon
153.2 — Colon cancer — Malignant neoplasm of colon
153.2 — Colon cancer — Self-reported colon cancer/sigmoid cancer
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — ICD-10 C19 Malignant neoplasm of rectosigmoid junction
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — ICD-10 C20 Malignant neoplasm of rectum
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — ICD-10 C21 Malignant neoplasm of anus and anal canal
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — Malignant neoplasm of anus and anal canal
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — Malignant neoplasm of rectosigmoid junction
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — Malignant neoplasm of rectum
153.3 — Malignant neoplasm of rectum, rectosigmoid junction, and anus — Self-reported rectal cancer
155 — Cancer of liver and intrahepatic bile duct
155 — Cancer of liver and intrahepatic bile duct — ICD-10 C22 Malignant neoplasm of liver and intrahepatic bile ducts
155.1 — Malignant neoplasm of liver, primary
157 — Pancreatic cancer
157 — Pancreatic cancer — ICD-10 C25 Malignant neoplasm of pancreas
157 — Pancreatic cancer — Malignant neoplasm of pancreas
159 — Malignant neoplasm of other and ill-defined sites within the digestive organs and peritoneum — Malignant neoplasm of digestive organs
159.2 — Malignant neoplasm of small intestine, including duodenum
159.2 — Malignant neoplasm of small intestine, including duodenum — ICD-10 C17 Malignant neoplasm of small intestine
159.2 — Malignant neoplasm of small intestine, including duodenum — Malignant neoplasm of small intestine
159.2 — Malignant neoplasm of small intestine, including duodenum — Self-reported small intestine/small bowel cancer
159.3 — Malignant neoplasm of gallbladder and extrahepatic bile ducts
159.4 — Malignant neoplasm of retroperitoneum and peritoneum
159.4 — Malignant neoplasm of retroperitoneum and peritoneum — ICD-10 C48 Malignant neoplasm of retroperitoneum and peritoneum
165 — Cancer within the respiratory system
165 — Cancer within the respiratory system — ICD-10 C45 Mesothelioma
165 — Cancer within the respiratory system — Malignant neoplasm of respiratory system and intrathoracic organs
165 — Cancer within the respiratory system — Mesothelioma
165.1 — Cancer of bronchus; lung
165.1 — Cancer of bronchus; lung — Doctor diagnosed lung cancer (not mesothelioma)
165.1 — Cancer of bronchus; lung — ICD-10 C34 Malignant neoplasm of bronchus and lung
165.1 — Cancer of bronchus; lung — Lung cancer and mesothelioma
165.1 — Cancer of bronchus; lung — Lung cancer in ever smokers;Squamous cell lung carcinoma;Lung adenocarcinoma;Lung cancer;Lung cancer in never smokers;Familial squamous cell lung carcinoma;Familial lung adenocarcinoma;Familial lung cancer;Small cell lung carcinoma
165.1 — Cancer of bronchus; lung — Malignant neoplasm of bronchus and lung
165.1 — Cancer of bronchus; lung — Self-reported lung cancer
170 — Cancer of bone and connective tissue
170.1 — Bone cancer
170.1 — Bone cancer — Self-reported primary bone cancer
170.2 — Cancer of connective tissue
170.2 — Cancer of connective tissue — ICD-10 C49 Malignant neoplasm of other connective and soft tissue
170.2 — Cancer of connective tissue — Malignant neoplasm of other connective and soft tissue
170.2 — Cancer of connective tissue — Melignant neoplasm of mesothelium and soft tissue
170.2 — Cancer of connective tissue — Self-reported sarcoma/fibrosarcoma
172 — Skin cancer
172 — Skin cancer — Malignant neoplasm of skin
172 — Skin cancer — Self-reported skin cancer
172.1 — Melanomas of skin, dx or hx
172.1 — Melanomas of skin, dx or hx — ICD-10 C43 Malignant melanoma of skin
172.1 — Melanomas of skin, dx or hx — ICD-10 D03 Melanoma in situ
172.1 — Melanomas of skin, dx or hx — Malignant melanoma of skin
172.1 — Melanomas of skin, dx or hx — Melanoma;Cutaneous malignant melanoma
172.1 — Melanomas of skin, dx or hx — Self-reported malignant melanoma
172.2 — Other non-epithelial cancer of skin
172.2 — Other non-epithelial cancer of skin — ICD-10 C44 Other malignant neoplasms of skin
172.2 — Other non-epithelial cancer of skin — Other malignant neoplasms of skin
172.2 — Other non-epithelial cancer of skin — Self-reported non-melanoma skin cancer
172.21 — Basal cell carcinoma
172.21 — Basal cell carcinoma — Self-reported basal cell carcinoma
172.21 — Basal cell carcinoma — Self-reported rodent ulcer
172.22 — Squamous cell carcinoma
172.22 — Squamous cell carcinoma — Cutaneous squamous cell carcinoma
172.22 — Squamous cell carcinoma — Self-reported squamous cell carcinoma
172.3 — Carcinoma in situ of skin
172.3 — Carcinoma in situ of skin — ICD-10 D04 Carcinoma in situ of skin
174.1 — Breast cancer [female]
174.1 — Breast cancer [female] — Breast cancer;Breast cancer (estrogen-receptor negative);Breast Cancer in BRCA1 mutation carriers;Breast cancer in BRCA2 mutation carriers
174.1 — Breast cancer [female] — ER negative
174.1 — Breast cancer [female] — ER positive
174.1 — Breast cancer [female] — ICD-10 C50 Malignant neoplasm of breast
174.1 — Breast cancer [female] — ICD-10 D05 Carcinoma in situ of breast
174.1 — Breast cancer [female] — Malignant neoplasm of breast
174.1 — Breast cancer [female] — Overall
174.1 — Breast cancer [female] — Self-reported breast cancer
180 — Cervical cancer and dysplasia
180.1 — Cervical cancer
180.1 — Cervical cancer — ICD-10 C53 Malignant neoplasm of cervix uteri
180.1 — Cervical cancer — ICD-10 D06 Carcinoma in situ of cervix uteri
180.1 — Cervical cancer — Malignant neoplasm of cervix uteri
180.1 — Cervical cancer — Self-reported cervical cancer
180.3 — Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia]
180.3 — Cervical intraepithelial neoplasia [CIN] [Cervical dysplasia] — Self-reported cin/pre-cancer cells cervix
182 — Malignant neoplasm of uterus
182 — Malignant neoplasm of uterus — Endometrial cancer;Endometrial cancer (endometrioid histology);Endometrial endometrioid carcinoma;Endometrial cancer (Non-endometrioid histology)
182 — Malignant neoplasm of uterus — ICD-10 C54 Malignant neoplasm of corpus uteri
182 — Malignant neoplasm of uterus — Malignant neoplasm of corpus uteri
182 — Malignant neoplasm of uterus — Self-reported uterine/endometrial cancer
184 — Cancer of other female genital organs — malignant neoplasm of female genital organs
184.11 — Malignant neoplasm of ovary
184.11 — Malignant neoplasm of ovary — Endometrioid ovarian cancer
184.11 — Malignant neoplasm of ovary — Epithelial ovarian cancer
184.11 — Malignant neoplasm of ovary — Epithelial ovarian cancer;High-grade serous ovarian cancer;Serous invasive ovarian cancer;Invasive epithelial ovarian cancer;Mucinous ovarian carcinoma;Low-grade serous and serous borderline ovarian cancer;Serous borderline ovarian cancer;Ovarian cancer in BRCA1 mutation carriers;Ovarian cancer;Ovarian clear cell cancer
184.11 — Malignant neoplasm of ovary — High-grade serous ovarian cancer
184.11 — Malignant neoplasm of ovary — ICD-10 C56 Malignant neoplasm of ovary
184.11 — Malignant neoplasm of ovary — Invasive epithelial ovarian cancer
184.11 — Malignant neoplasm of ovary — Low-grade serous and serous borderline ovarian cancer
184.11 — Malignant neoplasm of ovary — Low-grade serous ovarian cancer
184.11 — Malignant neoplasm of ovary — Mucinous ovarian carcinoma
184.11 — Malignant neoplasm of ovary — Ovarian clear cell cancer
184.11 — Malignant neoplasm of ovary — Self-reported ovarian cancer
184.11 — Malignant neoplasm of ovary — Serous invasive ovarian cancer
185 — Cancer of prostate
185 — Cancer of prostate — ICD-10 C61 Malignant neoplasm of prostate
185 — Cancer of prostate — Malignant neoplasm of prostate
185 — Cancer of prostate — Prostate cancer
185 — Cancer of prostate — Prostate cancer;Prostate cancer (early onset)
185 — Cancer of prostate — Self-reported prostate cancer
187 — Cancer of other male genital organs — malignant neoplasm of male genital organs
187.2 — Malignant neoplasm of testis
187.2 — Malignant neoplasm of testis — ICD-10 C62 Malignant neoplasm of testis
187.2 — Malignant neoplasm of testis — Self-reported testicular cancer
187.2 — Malignant neoplasm of testis — Testicular germ cell tumor;Testicular germ cell cancer
189 — Cancer of urinary organs (incl. kidney and bladder) — Malignant neoplasm of urinary organs
189.1 — Cancer of kidney and renal pelvis
189.11 — Malignant neoplasm of kidney, except pelvis
189.11 — Malignant neoplasm of kidney, except pelvis — ICD-10 C64 Malignant neoplasm of kidney, except renal pelvis
189.11 — Malignant neoplasm of kidney, except pelvis — Malignant neoplasm of kidney, except renal pelvis
189.11 — Malignant neoplasm of kidney, except pelvis — Renal cell carcinoma;Wilms tumor
189.11 — Malignant neoplasm of kidney, except pelvis — Self-reported kidney/renal cell cancer
189.2 — Cancer of bladder
189.2 — Cancer of bladder — Bladder cancer;Urinary bladder cancer
189.2 — Cancer of bladder — ICD-10 C67 Malignant neoplasm of bladder
189.2 — Cancer of bladder — Malignant neoplasm of bladder
189.2 — Cancer of bladder — Self-reported bladder cancer
190 — Cancer of eye
190 — Cancer of eye — ICD-10 C69 Malignant neoplasm of eye and adnexa
190 — Cancer of eye — Malignant neoplasm of eye and adnexa
190 — Cancer of eye — Self-reported eye and/or adnexal cancer
191.1 — Cancer of brain and nervous system
191.1 — Cancer of brain and nervous system — Glioma;Non-glioblastoma glioma;Glioma (high-grade)
191.1 — Cancer of brain and nervous system — Malignant neoplasm of eye, brain and central nervous system
191.11 — Cancer of brain
191.11 — Cancer of brain — Glioblastoma
191.11 — Cancer of brain — ICD-10 C71 Malignant neoplasm of brain
191.11 — Cancer of brain — Malignant neoplasm of brain
191.11 — Cancer of brain — Self-reported brain cancer / primary malignant brain tumour
193 — Thyroid cancer
193 — Thyroid cancer — ICD-10 C73 Malignant neoplasm of thyroid gland
193 — Thyroid cancer — Malignant neoplasm of thyroid gland
193 — Thyroid cancer — Self-reported thyroid cancer
194 — Cancer of other endocrine glands — Malignant neoplasm of endocrine gland
199.4 — Neurofibromatosis
200 — Myeloproliferative disease
200.1 — Polycythemia vera
201 — Hodgkin's disease
201 — Hodgkin's disease — Hodgkin lymphoma
201 — Hodgkin's disease — Hodgkin's lymphoma;Nodular sclerosis Hodgkin lymphoma
201 — Hodgkin's disease — ICD-10 C81 Hodgkin's disease
201 — Hodgkin's disease — Self-reported hodgkins lymphoma / hodgkins disease
202 — Cancer of other lymphoid, histiocytic tissue
202 — Cancer of other lymphoid, histiocytic tissue — Lymphomas
202 — Cancer of other lymphoid, histiocytic tissue — Marginal zone lymphoma;Waldenström macroglobulinemia / lymphoplasmacytic lymphoma
202 — Cancer of other lymphoid, histiocytic tissue — Mature T/NK-cell lymphomas
202 — Cancer of other lymphoid, histiocytic tissue — Non-follicular lymphoma
202 — Cancer of other lymphoid, histiocytic tissue — Primary_lymphoid and hematopoietic malignant neoplasms
202.2 — Non-Hodgkin lymphoma — Diffuse large B cell lymphoma;Follicular lymphoma
202.2 — Non-Hodgkin lymphoma — ICD-10 C83 Diffuse non-Hodgkin's lymphoma
202.2 — Non-Hodgkin lymphoma — ICD-10 C85 Other and unspecified types of non-Hodgkin's lymphoma
202.2 — Non-Hodgkin lymphoma — Other and unspecified types of non-Hodgkin lymphoma
202.21 — Nodular lymphoma
202.21 — Nodular lymphoma — Follicular lymphoma
202.21 — Nodular lymphoma — ICD-10 C82 Follicular [nodular] non-Hodgkin's lymphoma
202.24 — Large cell lymphoma
204 — Leukemia
204 — Leukemia — Self-reported leukaemia
204.1 — Lymphoid leukemia
204.1 — Lymphoid leukemia — ICD-10 C91 Lymphoid leukaemia
204.1 — Lymphoid leukemia — Lymphoid leukaemia
204.11 — Lymphoid leukemia, acute
204.11 — Lymphoid leukemia, acute — Acute lymphoblastic leukemia (childhood);Acute lymphoblastic leukemia (B-cell precursor);Acute lymphoblastic leukemia in childhood (B cell precursor)
204.12 — Lymphoid leukemia, chronic
204.12 — Lymphoid leukemia, chronic — Chronic lymphocytic leukemia
204.12 — Lymphoid leukemia, chronic — Self-reported chronic lymphocytic
204.2 — Myeloid leukemia — ICD-10 C92 Myeloid leukaemia
204.2 — Myeloid leukemia — Myeloid leukaemia
204.21 — Myeloid leukemia, acute
204.22 — Myeloid leukemia, chronic
204.4 — Multiple myeloma
204.4 — Multiple myeloma — (hyperdiploidy);Multiple myeloma (IgH translocation);Multiple myeloma;Multiple myeloma and monoclonal gammopathy
204.4 — Multiple myeloma — ICD-10 C90 Multiple myeloma and malignant plasma cell neoplasms
204.4 — Multiple myeloma — Self-reported multiple myeloma
204.4 — Multiple myeloma — and malignant plasma cell neoplasms
209 — Neuroendocrine tumors — Neuroblastoma;Neuroblastoma (high-risk);Sporadic neuroblastoma;Neuroblastoma (11q deletion)
Trait type
Binary and quantitative
Binary
Cohort
All cohorts
MGI
UKB
Method
All methods
Fixed threshold (5e-05)
Fixed threshold (5e-06)
Fixed threshold (5e-07)
Fixed threshold (5e-09)
GWAS Hits
P&T
PRS-CS
lassosum
Top percentile effect column
Top 1%
Top 2%
Top 5%
Top 10%
Top 25%