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IGKV4-1
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  • IGKV4-1
PATHOLOGY COLORECTAL CANCER Show tissue menu
BREAST CANCER CARCINOID CERVICAL CANCER COLORECTAL CANCER ENDOMETRIAL CANCER GLIOMA HEAD AND NECK CANCER LIVER CANCER LUNG CANCER LYMPHOMA
MELANOMA OVARIAN CANCER PANCREATIC CANCER PROSTATE CANCER RENAL CANCER SKIN CANCER STOMACH CANCER TESTIS CANCER THYROID CANCER UROTHELIAL CANCER
COAD READ
Dictionary
Colorectal cancer
Human pathology
Colorectal cancer
COLON ADENOCARCINOMA (COAD) - Interactive survival scatter ploti

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisi

Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.

Read more



Stage:


Survival analysis
Current cut offi

Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.

:
Best expression cut offi

Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .

When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.

Read more
: 66.69
Median expressioni

Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.

Read more
: N/A
Median follow up timei

Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.

: N/A
P scorei

Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.

N/A
5-year survival highi

5-year survival for patients with higher expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
5-year survival lowi

5-year survival for patients with lower expression than the expression cutoff.

For melanoma and glioma, 3-year survival is shown.

N/A
TCGA RNA samplesi

RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .

Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.

Average FPKM 175.8
Number of samples 438
Samples
Sample Description FPKM
TCGA-AM-5821-01A 68 years, female, white, stage:iia, alive, 28 days 3703.3
TCGA-AY-6196-01A 47 years, male, white, stage:iiic, alive, 6 days 1850.8
TCGA-D5-6928-01A 80 years, male, white, stage:iia, alive, 354 days 1814.5
TCGA-AA-3489-01A 75 years, male, stage:ii, dead, 214 days 1650.0
TCGA-AA-3662-01A 80 years, female, stage:iv, alive, 184 days 1470.5
TCGA-AA-3860-01A 53 years, female, stage:iiib, alive, 945 days 1199.2
TCGA-A6-2674-01A 72 years, male, white, stage:iv, alive, 1331 days 1004.0
TCGA-AA-3831-01A 66 years, male, stage:iia, alive, 547 days 993.9
TCGA-AA-3986-01A 73 years, male, stage:i, alive, 580 days 991.0
TCGA-A6-4107-01A 57 years, female, white, stage:iiib, alive, 987 days 943.3
TCGA-AA-3971-01A 58 years, male, stage:iii, alive, 489 days 912.1
TCGA-A6-6651-01A 55 years, female, white, stage:iiib, alive, 662 days 909.2
TCGA-G4-6293-01A 49 years, female, white, stage:iii, alive, 4051 days 907.8
TCGA-CA-5796-01A 53 years, female, asian, stage:iia, alive, 377 days 768.6
TCGA-AA-3554-01A 62 years, female, stage:iia, alive, 546 days 767.0
TCGA-AA-3552-01A 85 years, male, stage:iiic, dead, 396 days 721.6
TCGA-CK-4950-01A 68 years, female, black or african american, stage:iiib, alive, 2599 days 719.5
TCGA-G4-6625-01A 77 years, female, white, stage:iia, alive, 2792 days 695.7
TCGA-AA-3715-01A 77 years, male, stage:ii, dead, 579 days 693.4
TCGA-D5-6930-01A 67 years, male, white, stage:iia, alive, 406 days 686.5
TCGA-D5-6929-01A 49 years, female, white, stage:iv, alive, 408 days 648.3
TCGA-AA-3522-01A 67 years, male, stage:iia, alive, 1127 days 618.2
TCGA-A6-4105-01A 79 years, male, white, stage:iia, dead, 442 days 617.4
TCGA-AA-A00D-01A 70 years, male, stage:i, alive, 578 days 604.9
TCGA-AA-3855-01A 72 years, male, stage:i, alive, 975 days 584.3
TCGA-D5-6924-01A 68 years, male, white, stage:iia, alive, 435 days 583.5
TCGA-AA-3532-01A 63 years, male, stage:iia, alive, 882 days 582.4
TCGA-CA-6717-01A 57 years, male, asian, stage:iia, alive, 388 days 580.9
TCGA-AA-3949-01A 87 years, female, stage:iiib, alive, 791 days 570.9
TCGA-AA-3851-01A 74 years, male, stage:iia, alive, 1006 days 569.3
TCGA-AA-3861-01A 72 years, male, stage:iia, alive, 914 days 557.4
TCGA-CM-6169-01A 67 years, male, black or african american, stage:iia, alive, 396 days 549.2
TCGA-A6-2679-01A 73 years, female, white, stage:iib, alive, 1366 days 541.5
TCGA-AA-3970-01A 65 years, male, stage:iia, alive, 1096 days 533.6
TCGA-AA-3681-01A 77 years, female, stage:iii, alive, 182 days 528.1
TCGA-AZ-4323-01A 37 years, male, white, stage:iv, dead, 43 days 525.6
TCGA-AA-3833-01A 63 years, female, stage:iia, alive, 485 days 525.0
TCGA-D5-6529-01A 69 years, male, white, stage:iia, alive, 614 days 496.7
TCGA-D5-6920-01A 77 years, female, white, stage:iia, alive, 377 days 489.3
TCGA-AA-3989-01A 84 years, male, stage:iv, dead, 242 days 488.6
TCGA-AA-3811-01A 84 years, female, stage:iii, dead, 306 days 481.4
TCGA-F4-6704-01A 60 years, male, american indian or alaska native, stage:iiic, alive, 47 days 471.7
TCGA-CM-6677-01A 75 years, female, white, stage:iia, alive, 337 days 467.6
TCGA-AY-4071-01A 63 years, female, white, stage:i, dead, 29 days 467.2
TCGA-AA-A01P-01A 80 years, female, stage:iii, dead, 1158 days 452.9
TCGA-F4-6807-01A 51 years, female, white, stage:iiic, alive, 1309 days 449.2
TCGA-AA-3856-01A 59 years, male, stage:iia, alive, 30 days 443.7
TCGA-AA-3520-01A 86 years, female, stage:ii, alive, 731 days 443.1
TCGA-AA-3530-01A 80 years, male, stage:i, alive, 580 days 433.9
TCGA-F4-6703-01A 64 years, male, white, stage:iia, alive, 1456 days 428.4
TCGA-AA-3519-01A 63 years, male, stage:iii, alive, 276 days 425.5
TCGA-A6-6141-01A 31 years, male, black or african american, stage:iia, alive, 255 days 422.4
TCGA-AA-3562-01A 82 years, male, stage:iiic, alive, 608 days 421.5
TCGA-AA-3495-01A 79 years, male, stage:i, alive, 1127 days 418.5
TCGA-AA-3846-01A 74 years, female, stage:iia, alive, 518 days 413.9
TCGA-AA-3975-01A 80 years, male, stage:i, alive, 1036 days 409.9
TCGA-AZ-4684-01A 50 years, male, white, stage:iva, alive, 1977 days 393.9
TCGA-AA-3553-01A 61 years, female, stage:i, alive, 730 days 382.4
TCGA-AZ-6600-01A 64 years, male, black or african american, stage:iv, dead, 368 days 380.7
TCGA-AA-3680-01A 67 years, female, stage:iv, dead, 335 days 375.2
TCGA-D5-6539-01A 45 years, female, white, alive, 380 days 374.1
TCGA-AA-3506-01A 77 years, male, stage:i, alive, 1765 days 371.9
TCGA-AA-3525-01A 90 years, male, stage:iiib, alive, 245 days 369.3
TCGA-AU-3779-01A 80 years, female, white, stage:iia, alive, 441 days 356.8
TCGA-AA-3685-01A 69 years, male, stage:ii, alive, 1127 days 351.5
TCGA-AA-3939-01A 83 years, male, stage:iia, alive, 395 days 347.9
TCGA-AA-A03F-01A 90 years, female, stage:iii, dead, 549 days 345.3
TCGA-3L-AA1B-01A 61 years, female, black or african american, stage:i, alive, 475 days 340.7
TCGA-QG-A5YW-01A 55 years, female, black or african american, stage:iiic, alive, 896 days 332.3
TCGA-AA-3679-01A 59 years, male, stage:iv, alive, 457 days 330.0
TCGA-AA-3713-01A 68 years, male, stage:iv, alive, 579 days 327.7
TCGA-AA-3870-01A 71 years, female, stage:iv, alive, 912 days 326.0
TCGA-A6-6782-01A 82 years, male, white, stage:iib, alive, 617 days 322.2
TCGA-AD-6964-01A 58 years, male, white, dead, 331 days 316.4
TCGA-5M-AAT6-01A 40 years, female, black or african american, stage:iv, dead, 290 days 313.3
TCGA-AA-3518-01A 81 years, female, stage:iia, alive, 31 days 302.8
TCGA-AA-A00R-01A 64 years, female, stage:i, alive, 30 days 300.8
TCGA-A6-2680-01A 72 years, female, black or african american, stage:ii, alive, 1068 days 300.5
TCGA-AA-3710-01A 80 years, female, stage:iia, alive, 821 days 299.9
TCGA-AD-6899-01A 84 years, male, white, stage:iiic, dead, 176 days 299.5
TCGA-CM-4751-01A 62 years, male, white, stage:iiib, alive, 822 days 296.1
TCGA-AY-4070-01A 51 years, female, black or african american, stage:iiic, dead, 496 days 291.7
TCGA-AA-3496-01A 83 years, female, stage:ii, alive, 31 days 289.1
TCGA-AA-3544-01A 68 years, male, stage:i, alive, 426 days 283.3
TCGA-AA-3968-01A 55 years, female, stage:i, alive, 669 days 280.5
TCGA-AA-3678-01A 60 years, female, stage:iii, alive, 1430 days 280.5
TCGA-AA-3548-01A 71 years, female, stage:iiic, alive, 1034 days 272.2
TCGA-G4-6627-01A 84 years, male, white, stage:iia, alive, 2275 days 271.1
TCGA-AA-3560-01A 72 years, female, stage:iiic, alive, 608 days 269.0
TCGA-D5-6931-01A 77 years, male, white, stage:iiic, alive, 365 days 268.0
TCGA-G4-6323-01A 50 years, male, black or african american, stage:ia, alive, 419 days 267.2
TCGA-AA-3841-01A 66 years, male, stage:iia, alive, 1124 days 264.9
TCGA-G4-6299-01A 69 years, male, white, stage:iiic, alive, 2268 days 262.1
TCGA-A6-6137-01A 55 years, male, white, stage:iiib, alive, 824 days 256.5
TCGA-AA-3510-01A 70 years, male, stage:ii, alive, 1946 days 251.4
TCGA-CM-6679-01A 58 years, male, white, stage:iia, alive, 306 days 248.0
TCGA-A6-3809-01A 71 years, female, white, stage:iib, alive, 996 days 246.0
TCGA-AA-3866-01A 78 years, female, stage:i, alive, 518 days 242.6
TCGA-AA-3875-01A 78 years, female, stage:i, alive, 549 days 241.3
TCGA-D5-6535-01A 80 years, female, white, stage:iiib, alive, 460 days 240.9
TCGA-CK-4947-01B 46 years, female, white, stage:iiib, alive, 534 days 236.5
TCGA-AZ-6605-01A 78 years, male, white, stage:iiib, dead, 159 days 234.0
TCGA-AA-3982-01A 75 years, male, stage:iiib, alive, 822 days 228.3
TCGA-AA-3867-01A 74 years, male, stage:iv, alive, 731 days 225.1
TCGA-AA-3956-01A 65 years, male, stage:iia, alive, 1035 days 224.0
TCGA-AA-3688-01A 80 years, male, stage:iv, alive, 578 days 220.5
TCGA-D5-6534-01A 62 years, female, white, stage:iia, alive, 1316 days 220.3
TCGA-A6-3810-01A 63 years, male, white, stage:iia, alive, 1111 days 218.5
TCGA-AA-3666-01A 68 years, male, stage:iii, dead, 61 days 215.9
TCGA-AA-3538-01A 54 years, female, stage:i, alive, 791 days 215.4
TCGA-AA-3697-01A 77 years, male, stage:ii, alive, 2587 days 215.0
TCGA-G4-6302-01A 90 years, female, white, stage:iia, dead, 2047 days 214.5
TCGA-A6-2685-01A 48 years, female, black or african american, stage:iia, alive, 1133 days 213.9
TCGA-AA-3947-01A 60 years, female, stage:iib, alive, 1004 days 211.2
TCGA-AA-3930-01A 66 years, male, stage:iv, dead, 61 days 210.5
TCGA-CM-6163-01A 74 years, male, white, stage:i, alive, 90 days 208.6
TCGA-A6-6649-01A 66 years, male, white, stage:iiib, alive, 735 days 207.7
TCGA-AY-6386-01A 66 years, female, black or african american, stage:iiib, alive, 542 days 207.1
TCGA-A6-2686-01A 81 years, female, white, stage:iia, dead, 1126 days 206.4
TCGA-AA-3815-01A 65 years, female, stage:iia, alive, 1005 days 205.6
TCGA-AA-3837-01A 67 years, male, stage:iia, alive, 1186 days 205.4
TCGA-AA-3966-01A 89 years, female, stage:iia, alive, 61 days 201.0
TCGA-F4-6569-01A 60 years, male, white, stage:i, alive, 1087 days 197.0
TCGA-D5-6926-01A 65 years, male, white, stage:iiib, alive, 275 days 194.2
TCGA-AA-3517-01A 60 years, male, stage:iia, alive, 1186 days 190.7
TCGA-AA-3556-01A 78 years, male, stage:i, alive, 700 days 186.7
TCGA-QL-A97D-01A 84 years, female, black or african american, stage:i, alive, 666 days 184.1
TCGA-AA-3543-01A 84 years, male, stage:i, alive, 30 days 181.3
TCGA-A6-A5ZU-01A 59 years, male, black or african american, stage:iiib, alive, 293 days 179.7
TCGA-AA-3819-01A 41 years, female, stage:iia, alive, 761 days 179.2
TCGA-NH-A6GC-01A 66 years, female, black or african american, stage:ivb, alive, 389 days 179.1
TCGA-CM-6167-01A 57 years, female, black or african american, stage:iiic, alive, 456 days 175.9
TCGA-D5-7000-01A 79 years, female, white, stage:i, alive, 312 days 174.3
TCGA-D5-5537-01A 83 years, male, white, dead, 1381 days 166.5
TCGA-A6-2672-01B 82 years, female, white, stage:iiib, alive, 1419 days 165.7
TCGA-DM-A0X9-01A 71 years, female, white, stage:iia, alive, 3641 days 165.2
TCGA-CA-6718-01A 46 years, male, asian, stage:iia, dead, 306 days 163.7
TCGA-AA-3858-01A 67 years, male, stage:i, alive, 945 days 163.6
TCGA-G4-6295-01A 70 years, female, white, stage:ii, alive, 254 days 163.4
TCGA-AD-5900-01A 67 years, male, white, stage:i, alive, 370 days 162.3
TCGA-A6-5664-01A 80 years, male, black or african american, stage:iiic, alive, 672 days 159.7
TCGA-AZ-4315-01A 61 years, male, white, stage:iia, alive, 1776 days 159.0
TCGA-AA-3534-01A 78 years, female, stage:iia, alive, 882 days 156.2
TCGA-AZ-5407-01A 51 years, female, white, stage:i, alive, 2683 days 155.2
TCGA-AA-3673-01A 53 years, female, stage:ii, alive, 1522 days 151.7
TCGA-A6-6138-01A 61 years, male, white, stage:i, alive, 685 days 148.5
TCGA-CA-5254-01A 42 years, female, asian, stage:iia, alive, 386 days 146.1
TCGA-CA-6719-01A 77 years, male, asian, stage:iia, alive, 435 days 145.2
TCGA-QG-A5Z2-01A 61 years, male, black or african american, stage:i, alive, 952 days 144.3
TCGA-AA-3660-01A 51 years, female, stage:ii, alive, 2375 days 142.5
TCGA-A6-2675-01A 78 years, male, white, stage:iia, alive, 1321 days 141.9
TCGA-A6-6654-01A 65 years, female, white, stage:iiib, alive, 726 days 141.5
TCGA-A6-A565-01A 34 years, female, black or african american, stage:iiic, dead, 494 days 140.9
TCGA-WS-AB45-01A female, black or african american, stage:iia, alive, 2130 days 139.0
TCGA-CM-6162-01A 48 years, female, white, stage:iiib, alive, 365 days 138.4
TCGA-A6-3808-01A 73 years, male, white, stage:iia, alive, 1014 days 137.5
TCGA-D5-6927-01A 34 years, male, white, stage:iia, alive, 287 days 134.8
TCGA-CM-5860-01A 44 years, male, white, stage:iia, alive, 974 days 134.1
TCGA-AA-3524-01A 85 years, male, stage:ii, alive, 1096 days 133.0
TCGA-CM-5864-01A 60 years, male, white, stage:i, alive, 457 days 130.2
TCGA-AZ-4682-01B 61 years, male, white, stage:iva, dead, 680 days 130.1
TCGA-A6-2682-01A 70 years, male, white, stage:iv, dead, 424 days 127.5
TCGA-AA-3502-01A 73 years, male, stage:i, alive, 1065 days 126.5
TCGA-AA-A00K-01A 79 years, male, stage:iia, alive, 549 days 124.8
TCGA-AZ-6607-01A 69 years, male, white, stage:iv, dead, 97 days 124.2
TCGA-AA-3862-01A 82 years, male, stage:iia, alive, 914 days 122.9
TCGA-AA-A01K-01A 74 years, female, stage:iiic, alive, 943 days 122.8
TCGA-AA-3672-01A 90 years, female, stage:iii, alive, 28 days 121.9
TCGA-CM-4752-01A 58 years, male, black or african american, stage:iia, alive, 396 days 121.5
TCGA-D5-5538-01A 60 years, female, white, stage:iiib, dead, 1661 days 119.2
TCGA-AZ-6601-01A 68 years, male, white, stage:ii, dead, 3042 days 117.8
TCGA-AA-3488-01A 58 years, male, stage:iv, dead, 153 days 114.1
TCGA-AA-3844-01A 78 years, female, stage:iiic, alive, 454 days 112.9
TCGA-AA-3509-01A 54 years, female, stage:ii, alive, 1915 days 112.1
TCGA-NH-A50V-01A 69 years, male, black or african american, stage:iiib, alive, 588 days 106.2
TCGA-D5-5539-01A 60 years, male, white, stage:iiia, alive, 596 days 106.0
TCGA-AA-A010-01A 46 years, female, stage:iib, alive, 1064 days 101.6
TCGA-D5-6898-01A 51 years, female, white, stage:i, alive, 229 days 99.8
TCGA-AA-3941-01A 84 years, female, stage:iva, alive, 730 days 96.8
TCGA-A6-6648-01A 56 years, male, white, stage:iva, alive, 766 days 96.4
TCGA-D5-6530-01A 53 years, male, white, stage:i, alive, 621 days 95.4
TCGA-AA-A00A-01A 80 years, male, stage:iia, alive, 1157 days 95.2
TCGA-A6-5661-01A 80 years, female, black or african american, stage:iia, alive, 1020 days 95.1
TCGA-CM-6168-01A 84 years, female, black or african american, stage:iia, alive, 395 days 94.2
TCGA-AA-A00W-01A 80 years, male, stage:i, alive, 456 days 93.1
TCGA-AA-A02W-01A 73 years, female, stage:i, alive, 1247 days 93.1
TCGA-G4-6628-01A 78 years, male, white, stage:i, alive, 2424 days 93.0
TCGA-AA-3664-01A 74 years, female, stage:ii, alive, 1643 days 91.9
TCGA-AA-3675-01A 84 years, male, stage:ii, alive, 1431 days 91.8
TCGA-D5-6541-01A 49 years, male, white, stage:iia, alive, 474 days 91.4
TCGA-CK-6747-01A 87 years, female, white, stage:iia, alive, 2523 days 91.4
TCGA-NH-A5IV-01A 90 years, female, black or african american, stage:iia, alive, 588 days 90.7
TCGA-CM-6170-01A 73 years, female, white, stage:i, alive, 457 days 90.6
TCGA-AA-3692-01A 47 years, female, stage:iv, dead, 1095 days 90.0
TCGA-F4-6570-01A 78 years, female, white, stage:iia, dead, 188 days 88.9
TCGA-CM-6164-01A 46 years, female, white, stage:iia, alive, 883 days 88.1
TCGA-AA-A004-01A 76 years, male, stage:iia, alive, 424 days 87.9
TCGA-F4-6805-01A 58 years, female, white, stage:iia, alive, 1047 days 87.5
TCGA-CM-6680-01A 78 years, female, white, stage:iiib, alive, 366 days 87.3
TCGA-AA-3812-01A 82 years, female, stage:iia, alive, 1066 days 86.9
TCGA-AZ-6603-01A 77 years, female, white, dead, 899 days 86.8
TCGA-4T-AA8H-01A 42 years, female, black or african american, stage:iia, alive, 385 days 86.4
TCGA-G4-6303-01A 54 years, female, white, stage:iv, dead, 2003 days 86.0
TCGA-D5-6533-01A 68 years, female, white, alive, 775 days 85.9
TCGA-D5-5541-01A 63 years, male, white, stage:iiib, alive, 1701 days 85.8
TCGA-AA-A00E-01A 65 years, male, stage:iia, alive, 913 days 84.4
TCGA-A6-5657-01A 65 years, male, black or african american, stage:iiib, alive, 962 days 82.5
TCGA-F4-6463-01A 51 years, male, white, stage:iia, alive, 1087 days 80.6
TCGA-AA-3980-01A 89 years, female, stage:i, alive, 822 days 79.9
TCGA-AA-3864-01A 71 years, male, stage:ii, alive, 1612 days 79.6
TCGA-QG-A5YV-01A 64 years, female, black or african american, stage:iiic, alive, 1301 days 79.0
TCGA-F4-6806-01A 59 years, female, white, stage:i, alive, 1260 days 78.7
TCGA-A6-2678-01A 43 years, female, white, stage:iiib, alive, 1286 days 77.1
TCGA-NH-A6GA-01A 58 years, male, black or african american, stage:iiic, dead, 302 days 74.2
TCGA-A6-6780-01A 74 years, male, white, stage:iia, alive, 612 days 73.9
TCGA-D5-6922-01A 76 years, male, white, stage:iiia, alive, 308 days 73.9
TCGA-AA-A00Z-01A 70 years, male, stage:iia, alive, 669 days 73.6
TCGA-AA-3667-01A 36 years, female, stage:i, alive, 426 days 73.6
TCGA-A6-6781-01B 43 years, male, white, stage:iiic, alive, 598 days 73.4
TCGA-AA-3976-01A 70 years, male, stage:iiia, alive, 791 days 72.6
TCGA-CM-4750-01A 34 years, female, white, stage:iiia, alive, 244 days 72.2
TCGA-AA-A01I-01A 76 years, male, stage:i, alive, 943 days 71.0
TCGA-AU-6004-01A 69 years, female, white, stage:i, alive, 824 days 70.1
TCGA-AA-A00Q-01A 66 years, female, stage:iiib, alive, 1278 days 69.5
TCGA-AA-3877-01A 83 years, female, stage:i, alive, 943 days 69.1
TCGA-AA-A01C-01A 75 years, male, stage:iiia, alive, 457 days 68.9
TCGA-A6-6140-01A 62 years, male, white, stage:iia, alive, 734 days 67.9
TCGA-AZ-6599-01A 72 years, male, white, stage:i, dead, 206 days 65.5
TCGA-AA-3526-01A 57 years, male, stage:i, alive, 580 days 65.4
TCGA-CA-5797-01A 56 years, male, asian, stage:iia, alive, 383 days 65.3
TCGA-CM-4747-01A 47 years, male, white, stage:iva, alive, 761 days 64.3
TCGA-AA-A024-01A 81 years, male, stage:ii, dead, 1188 days 64.2
TCGA-AA-A00F-01A 66 years, male, stage:iiic, alive, 1035 days 64.0
TCGA-AA-3977-01A 65 years, male, alive, 761 days 63.0
TCGA-F4-6460-01A 51 years, female, white, stage:iiib, dead, 972 days 62.6
TCGA-A6-6650-01A 69 years, female, black or african american, stage:iia, alive, 627 days 62.1
TCGA-G4-6322-01A 65 years, male, white, stage:iiib, alive, 792 days 61.4
TCGA-A6-5665-01A 84 years, female, white, stage:iia, alive, 671 days 60.8
TCGA-AY-A8YK-01A 44 years, male, black or african american, stage:iva, alive, 573 days 60.2
TCGA-CA-5256-01A 54 years, female, asian, stage:iia, alive, 379 days 59.5
TCGA-CK-5916-01A 71 years, female, white, stage:i, dead, 643 days 59.4
TCGA-CM-5341-01A 82 years, female, white, stage:iiia, alive, 884 days 59.3
TCGA-F4-6854-01A 77 years, female, white, stage:iia, alive, 16 days 58.6
TCGA-AA-3549-01A 69 years, male, stage:i, alive, 639 days 58.5
TCGA-AA-3950-01A 79 years, female, stage:iia, alive, 730 days 58.3
TCGA-AA-3848-01A 82 years, female, stage:iiic, dead, 306 days 57.5
TCGA-G4-6321-01A 60 years, female, white, stage:iii, alive, 672 days 56.8
TCGA-AA-A03J-01A 65 years, female, stage:i, alive, 1246 days 56.2
TCGA-AA-A017-01A 57 years, female, stage:iia, alive, 457 days 56.0
TCGA-AA-3494-01A 55 years, male, stage:iv, alive, 31 days 55.5
TCGA-G4-6297-01A 55 years, female, white, stage:iv, alive, 2506 days 55.1
TCGA-A6-2681-01A 73 years, female, white, stage:iia, alive, 1387 days 55.0
TCGA-AA-3818-01A 78 years, female, stage:iia, dead, 30 days 54.0
TCGA-CM-6165-01A 74 years, male, white, stage:iia, alive, 488 days 52.8
TCGA-D5-6532-01A 61 years, male, white, stage:iia, alive, 555 days 52.7
TCGA-AZ-4616-01A 82 years, female, white, stage:iv, dead, 156 days 52.5
TCGA-G4-6311-01A 80 years, male, white, stage:iii, alive, 1199 days 52.1
TCGA-AY-6197-01A 60 years, male, white, stage:iia, alive, 652 days 51.7
TCGA-AA-3854-01A 71 years, female, stage:i, alive, 1096 days 51.5
TCGA-AD-6548-01A 81 years, female, white, stage:i, alive, 650 days 50.6
TCGA-G4-6588-01A 58 years, female, white, stage:iia, alive, 796 days 50.1
TCGA-DM-A28G-01A 75 years, male, white, stage:iia, dead, 1849 days 49.7
TCGA-AA-3952-01A 68 years, male, stage:iiic, dead, 61 days 48.7
TCGA-AY-5543-01A 65 years, female, black or african american, stage:iva, alive, 1004 days 48.7
TCGA-CM-4748-01A 53 years, male, white, stage:iiib, alive, 792 days 48.4
TCGA-AA-3973-01A 69 years, male, stage:iv, alive, 397 days 47.6
TCGA-F4-6856-01A 45 years, male, white, stage:i, alive, 1074 days 47.0
TCGA-CM-6172-01A 70 years, female, white, stage:iiib, alive, 335 days 46.7
TCGA-G4-6309-01A 40 years, female, black or african american, stage:iiib, alive, 2600 days 46.5
TCGA-AA-A02E-01A 82 years, female, stage:iv, dead, 90 days 46.1
TCGA-AA-3516-01A 74 years, female, stage:iii, dead, 396 days 44.4
TCGA-CM-5868-01A 59 years, female, white, stage:iva, alive, 518 days 43.2
TCGA-AA-3955-01A 38 years, male, stage:iiib, alive, 638 days 43.0
TCGA-AD-6890-01A 65 years, male, white, alive, 746 days 42.8
TCGA-CK-5912-01A 82 years, male, white, stage:i, dead, 1493 days 42.6
TCGA-NH-A8F8-01A 79 years, male, black or african american, stage:iv, dead, 511 days 42.6
TCGA-CM-6161-01A 36 years, female, white, stage:i, alive, 457 days 41.7
TCGA-A6-2676-01A 75 years, female, white, stage:iib, dead, 1305 days 41.2
TCGA-AA-A01G-01A 63 years, male, stage:iia, alive, 365 days 40.7
TCGA-AD-6963-01A 58 years, male, white, alive, 834 days 39.9
TCGA-AA-3492-01A 90 years, female, stage:ii, dead, 92 days 39.8
TCGA-G4-6314-01A 76 years, female, white, stage:iv, alive, 1093 days 39.6
TCGA-AY-A69D-01A 55 years, female, black or african american, stage:iia, alive, 543 days 39.5
TCGA-AA-A01V-01A 59 years, male, stage:i, alive, 31 days 38.3
TCGA-AA-3994-01A 69 years, male, stage:iiib, alive, 822 days 37.9
TCGA-AA-3511-01A 64 years, male, stage:ii, alive, 212 days 36.8
TCGA-QG-A5Z1-01A 71 years, male, black or african american, stage:iiib, dead, 256 days 36.7
TCGA-CK-4951-01A 79 years, female, white, stage:iia, dead, 2134 days 35.6
TCGA-CK-6751-01A 88 years, female, white, stage:i, alive, 3780 days 35.5
TCGA-F4-6809-01A 52 years, female, white, stage:iva, dead, 403 days 34.2
TCGA-F4-6461-01A 41 years, female, white, stage:iiic, dead, 338 days 32.9
TCGA-CM-5863-01A 60 years, female, white, stage:iiib, alive, 457 days 32.6
TCGA-4N-A93T-01A 67 years, male, black or african american, stage:iiib, alive, 146 days 32.4
TCGA-D5-6531-01A 75 years, male, white, stage:iia, alive, 540 days 32.2
TCGA-AA-A02R-01A 84 years, female, stage:iia, dead, 670 days 32.1
TCGA-5M-AATE-01A 76 years, male, black or african american, stage:iia, alive, 1200 days 31.6
TCGA-AA-3869-01A 76 years, male, stage:iv, dead, 822 days 31.3
TCGA-F4-6459-01A 61 years, female, white, stage:iiib, dead, 262 days 30.9
TCGA-A6-A566-01A 55 years, female, black or african american, stage:iiib, dead, 758 days 30.6
TCGA-CA-6716-01A 65 years, male, asian, stage:iia, alive, 371 days 29.6
TCGA-AA-3696-01A 75 years, female, stage:iv, dead, 153 days 29.6
TCGA-AA-3561-01A 72 years, male, stage:iia, alive, 424 days 29.4
TCGA-AA-A02O-01A 82 years, male, stage:ii, alive, 28 days 29.1
TCGA-AA-3542-01A 69 years, male, stage:iiic, alive, 395 days 28.4
TCGA-AA-3972-01A 72 years, male, stage:iv, alive, 1551 days 27.8
TCGA-T9-A92H-01A 82 years, male, black or african american, stage:iia, alive, 362 days 27.6
TCGA-DM-A1DA-01A 71 years, female, white, stage:iiic, dead, 228 days 27.3
TCGA-A6-5659-01A 82 years, male, white, stage:i, alive, 926 days 27.1
TCGA-NH-A6GB-01A 71 years, female, black or african american, stage:iiic, alive, 476 days 26.7
TCGA-AA-A02H-01A 74 years, female, stage:iv, dead, 61 days 26.6
TCGA-AA-3531-01A 75 years, female, stage:iia, alive, 1035 days 26.3
TCGA-AA-A00J-01A 80 years, male, stage:iiib, alive, 549 days 25.9
TCGA-AA-3514-01A 81 years, female, stage:i, alive, 31 days 25.9
TCGA-CK-4948-01B 45 years, female, white, stage:iii, alive, 4502 days 25.8
TCGA-A6-6653-01A 82 years, male, white, stage:i, alive, 742 days 25.5
TCGA-CM-4743-01A 69 years, male, white, stage:iia, alive, 701 days 25.0
TCGA-A6-2683-01A 57 years, female, white, stage:iv, dead, 504 days 23.9
TCGA-AY-A54L-01A 74 years, female, black or african american, stage:i, alive, 525 days 23.5
TCGA-AZ-4615-01A 84 years, male, white, stage:iiib, alive, 1002 days 23.1
TCGA-AA-A01R-01A 47 years, male, stage:iii, alive, 1065 days 22.6
TCGA-AA-3655-01A 68 years, male, stage:ii, alive, 1856 days 21.5
TCGA-DM-A1D7-01A 82 years, male, white, stage:iia, dead, 405 days 21.3
TCGA-CK-6748-01A 45 years, female, white, stage:iv, alive, 61 days 21.3
TCGA-AA-A00L-01A 66 years, male, stage:iia, alive, 1157 days 21.1
TCGA-DM-A28F-01A 73 years, male, white, stage:iiib, dead, 1094 days 20.5
TCGA-AA-A00U-01A 50 years, male, stage:iiib, alive, 518 days 20.5
TCGA-CM-5344-01A 39 years, female, white, stage:iiib, alive, 670 days 19.4
TCGA-AZ-6606-01A 81 years, male, white, stage:iv, dead, 357 days 17.3
TCGA-AD-6901-01A 78 years, male, white, dead, 682 days 17.1
TCGA-DM-A28H-01A 50 years, male, white, stage:iiic, alive, 3561 days 17.0
TCGA-CM-6674-01A 39 years, male, white, stage:iia, alive, 394 days 16.6
TCGA-DM-A288-01A 68 years, male, white, stage:iiic, dead, 427 days 16.3
TCGA-AA-3821-01A 81 years, female, stage:i, alive, 31 days 15.9
TCGA-G4-6315-01A 66 years, male, white, stage:iv, alive, 1883 days 15.3
TCGA-QG-A5YX-01A 61 years, female, black or african american, stage:iia, alive, 1003 days 15.1
TCGA-AZ-4308-01A 47 years, female, white, stage:iiib, alive, 3324 days 14.7
TCGA-G4-6306-01A 71 years, male, white, alive, 1359 days 14.3
TCGA-F4-6855-01A 70 years, female, white, stage:iia, alive, 1442 days 14.2
TCGA-CK-5914-01A 81 years, male, white, stage:iiib, alive, 669 days 13.9
TCGA-CA-6715-01A 63 years, male, asian, stage:iiib, alive, 383 days 13.7
TCGA-CM-5862-01A 80 years, male, white, stage:iva, dead, 153 days 13.6
TCGA-AA-3555-01A 81 years, female, stage:iia, alive, 911 days 13.2
TCGA-AD-6965-01A 62 years, male, white, stage:iiic, alive, 805 days 12.7
TCGA-A6-3807-01A 53 years, female, white, stage:iiic, alive, 1054 days 12.7
TCGA-AZ-6598-01A 77 years, female, white, stage:ii, dead, 1503 days 12.3
TCGA-DM-A0XD-01A 65 years, male, white, stage:iia, dead, 743 days 12.2
TCGA-A6-6142-01A 56 years, female, white, stage:iva, alive, 763 days 12.1
TCGA-A6-2671-01A 85 years, male, white, stage:iv, dead, 1331 days 12.0
TCGA-AA-3663-01A 42 years, male, stage:ii, alive, 212 days 11.7
TCGA-D5-6923-01A 57 years, male, white, stage:i, alive, 378 days 11.2
TCGA-A6-5660-01A 73 years, male, black or african american, stage:iiic, alive, 888 days 11.1
TCGA-AZ-5403-01A 43 years, male, white, stage:ii, dead, 1910 days 10.6
TCGA-CK-5913-01A 58 years, female, white, stage:iia, alive, 1561 days 10.6
TCGA-CM-5348-01A 72 years, male, white, stage:iiib, alive, 699 days 10.4
TCGA-AD-6889-01A male, asian, stage:iia, dead, 2532 days 10.3
TCGA-AA-A00N-01A 75 years, male, stage:iib, dead, 122 days 10.1
TCGA-CM-4744-01A 69 years, male, white, stage:i, alive, 609 days 10.0
TCGA-CM-6678-01A 63 years, female, white, stage:iva, alive, 335 days 9.9
TCGA-AA-A01Q-01A 48 years, female, stage:ii, alive, 31 days 9.7
TCGA-DM-A28E-01A 72 years, female, white, stage:iia, alive, 3648 days 9.6
TCGA-AA-A029-01A 67 years, male, stage:ii, alive, 1581 days 9.5
TCGA-DM-A1DB-01A 68 years, male, white, stage:iia, dead, 1348 days 9.2
TCGA-D5-6932-01A 69 years, male, white, stage:iia, alive, 346 days 9.0
TCGA-AA-A02K-01A 50 years, male, stage:iv, dead, 426 days 8.9
TCGA-CA-5255-01A 45 years, male, asian, stage:iia, alive, 376 days 8.6
TCGA-AA-A01X-01A 80 years, female, stage:iii, alive, 791 days 8.4
TCGA-A6-2677-01B 68 years, female, white, stage:iiic, dead, 740 days 8.3
TCGA-AA-A01Z-01A 68 years, male, stage:ii, alive, 1126 days 8.2
TCGA-AD-6888-01A 73 years, male, white, stage:iiib, dead, 472 days 8.1
TCGA-CM-6171-01A 77 years, female, white, stage:i, alive, 427 days 7.7
TCGA-DM-A28A-01A 78 years, male, white, stage:iiic, dead, 805 days 7.7
TCGA-CM-6676-01A 82 years, male, white, stage:i, alive, 337 days 7.7
TCGA-CM-5349-01A 68 years, female, white, stage:iia, alive, 915 days 7.2
TCGA-AD-6895-01A 84 years, male, white, stage:iiib, alive, 763 days 6.6
TCGA-G4-6307-01A 37 years, female, white, stage:iiib, alive, 1674 days 6.3
TCGA-G4-6320-01A 73 years, male, white, stage:iii, alive, 804 days 6.3
TCGA-AA-A01D-01A 47 years, female, stage:iiic, dead, 334 days 6.0
TCGA-AA-3979-01A 84 years, male, stage:iia, alive, 730 days 5.7
TCGA-G4-6626-01A 90 years, male, white, stage:iia, dead, 1422 days 5.6
TCGA-D5-6540-01A 66 years, male, white, stage:i, alive, 491 days 5.6
TCGA-AA-A02Y-01A 73 years, male, stage:i, alive, 1216 days 5.4
TCGA-A6-A567-01A 56 years, male, black or african american, stage:iv, dead, 1881 days 5.3
TCGA-A6-5666-01A 78 years, male, white, stage:iic, alive, 995 days 5.1
TCGA-DM-A1D9-01A 67 years, female, white, stage:iia, alive, 4270 days 4.8
TCGA-DM-A1HB-01A 75 years, male, white, stage:iiib, alive, 4126 days 4.8
TCGA-AA-3842-01A 51 years, male, stage:iiia, alive, 1126 days 4.8
TCGA-AZ-4313-01A 51 years, female, white, stage:i, alive, 2310 days 4.7
TCGA-A6-5656-01B 74 years, male, white, stage:i, alive, 1001 days 4.6
TCGA-AZ-6608-01A 55 years, female, white, stage:iiia, dead, 59 days 4.2
TCGA-DM-A1D4-01A 80 years, male, white, stage:iia, dead, 2821 days 4.1
TCGA-G4-6586-01A 74 years, female, white, stage:iia, alive, 1089 days 4.1
TCGA-F4-6808-01A 54 years, female, white, stage:i, alive, 1024 days 4.0
TCGA-G4-6294-01A 76 years, male, white, stage:iv, dead, 858 days 3.9
TCGA-AA-A00O-01A 83 years, female, stage:iiic, alive, 822 days 3.8
TCGA-A6-5662-01A 46 years, male, white, stage:iva, alive, 718 days 3.7
TCGA-CM-6675-01A 35 years, male, black or african american, stage:ivb, alive, 397 days 3.6
TCGA-AA-A01T-01A 63 years, female, stage:iii, alive, 1005 days 3.6
TCGA-CK-4952-01A 48 years, female, white, stage:iiic, alive, 475 days 3.4
TCGA-5M-AAT4-01A 74 years, male, black or african american, stage:iv, dead, 49 days 3.4
TCGA-AA-A02F-01A 68 years, female, stage:iv, alive, 1216 days 3.3
TCGA-A6-5667-01A 40 years, female, white, stage:iiib, alive, 887 days 3.2
TCGA-DM-A28C-01A 74 years, male, white, stage:iia, dead, 2475 days 3.1
TCGA-AY-A71X-01A 54 years, female, black or african american, stage:i, alive, 588 days 2.4
TCGA-CM-5861-01A 63 years, female, white, stage:iia, alive, 457 days 2.3
TCGA-DM-A1D8-01A 50 years, female, white, dead, 383 days 2.2
TCGA-AA-A02J-01A 70 years, female, stage:iv, dead, 153 days 2.2
TCGA-SS-A7HO-01A 44 years, female, black or african american, stage:iib, alive, 1829 days 2.0
TCGA-DM-A285-01A 71 years, female, white, stage:iv, dead, 179 days 2.0
TCGA-AM-5820-01A 60 years, female, white, stage:iva, alive, 14 days 1.9
TCGA-DM-A0XF-01A 68 years, female, white, stage:iiic, dead, 1162 days 1.9
TCGA-AZ-4614-01A 71 years, female, white, stage:iva, dead, 172 days 1.9
TCGA-NH-A50T-01A 68 years, female, black or african american, stage:iia, alive, 553 days 1.7
TCGA-NH-A50U-01A 42 years, male, black or african american, stage:iva, dead, 334 days 1.6
TCGA-D5-6537-01A 64 years, male, white, stage:iiib, dead, 146 days 1.3
TCGA-NH-A8F7-01A 53 years, female, black or african american, stage:iia, alive, 543 days 1.3
TCGA-G4-6304-01A 66 years, female, white, stage:iib, alive, 1631 days 1.3
TCGA-AA-A01S-01A 47 years, female, stage:iii, alive, 31 days 1.2
TCGA-AA-A01F-01A 72 years, male, stage:iiib, alive, 974 days 1.1
TCGA-G4-6298-01A 90 years, male, black or african american, stage:iiib, dead, 715 days 1.1
TCGA-A6-A56B-01A 57 years, male, black or african american, stage:iiib, dead, 1711 days 1.0
TCGA-DM-A1HA-01A 82 years, male, white, stage:iiic, alive, 4000 days 0.9
TCGA-D5-5540-01A 73 years, male, white, stage:iia, alive, 1706 days 0.9
TCGA-RU-A8FL-01A 51 years, male, black or african american, stage:iiib, alive, 1177 days 0.9
TCGA-CM-6166-01A 48 years, female, white, stage:i, alive, 669 days 0.8
TCGA-AD-A5EK-01A 51 years, male, black or african american, stage:i, alive, 500 days 0.5
TCGA-G4-6310-01A 69 years, male, white, stage:iiib, alive, 1935 days 0.5
TCGA-CM-4746-01A 61 years, male, black or african american, stage:i, alive, 1126 days 0.4
TCGA-DM-A282-01A 61 years, female, white, stage:iia, alive, 4233 days 0.4
TCGA-D5-6536-01A 73 years, male, white, stage:iia, alive, 543 days 0.4
TCGA-A6-2684-01C 75 years, female, white, stage:i, alive, 1127 days 0.3
TCGA-DM-A280-01A 70 years, female, white, stage:iia, dead, 236 days 0.3
TCGA-D5-6538-01A 79 years, female, white, stage:iiib, alive, 521 days 0.3
TCGA-DM-A1D6-01A 88 years, male, white, stage:iia, dead, 1518 days 0.3
TCGA-G4-6317-01A 51 years, female, white, stage:iiic, alive, 1095 days 0.3
TCGA-A6-6652-01A 59 years, male, black or african american, stage:iva, alive, 751 days 0.2
TCGA-DM-A28M-01A 63 years, male, white, stage:iia, alive, 2895 days 0.1
TCGA-DM-A28K-01A 75 years, male, white, stage:iia, alive, 2988 days 0.1
TCGA-DM-A1D0-01A 79 years, female, white, stage:iia, alive, 3974 days 0.1
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The Human Protein Atlas

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The Human Protein Atlas project is funded
by the Knut & Alice Wallenberg Foundation.