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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.
Survival analysis data not available.
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 TPM
0.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
1.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
1.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
0.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
0.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
0.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
0.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
0.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
0.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
0.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
0.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
0.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
0.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
0.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
0.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
0.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
0.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
0.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
0.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
0.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
0.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
0.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
0.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
0.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
0.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
0.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
0.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
0.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
0.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
0.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
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.
Survival analysis data not available.
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 TPM
0.5
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
4.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
2.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
2.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
2.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
2.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
2.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
2.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
2.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
2.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
2.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
1.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
1.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
1.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
1.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
1.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
1.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
1.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
1.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
1.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
1.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
1.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
1.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
1.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
1.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
1.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
1.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
1.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
1.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
1.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
1.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
1.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
1.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
1.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
1.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
1.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
1.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
1.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
1.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
1.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
1.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
1.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
1.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
1.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
1.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
1.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
1.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
1.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
1.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
1.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
1.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
1.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
1.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
0.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
0.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
0.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
0.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
0.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
0.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
0.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
0.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
0.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
0.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
0.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
0.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
0.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
0.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
0.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
0.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
0.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
0.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
0.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
0.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
0.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
0.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
0.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
0.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
0.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
0.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
0.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
0.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
0.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
0.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
0.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
0.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
0.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
0.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
0.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
0.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
0.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
0.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
0.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
0.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
0.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
0.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
0.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
0.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
0.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
0.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
0.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
0.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
0.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
0.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
0.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
0.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
0.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
0.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
0.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
0.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
0.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
0.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
0.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
0.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
0.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
0.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
0.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
0.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
0.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
0.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
0.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
0.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
0.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
0.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
0.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
0.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
0.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
0.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
0.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
0.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
0.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
0.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
0.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
0.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
0.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
0.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
0.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
0.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
0.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
0.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
0.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
0.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
0.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
0.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
0.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
0.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
0.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
0.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
0.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
0.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
0.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
0.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
0.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
0.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
0.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
0.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
0.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
0.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
0.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
0.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
0.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
0.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
0.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
0.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
0.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
0.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
0.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
0.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
0.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
0.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
0.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
0.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
0.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
0.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
0.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
0.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
0.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
0.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
0.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
0.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
0.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
0.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
0.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
0.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
0.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
0.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
0.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
0.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
0.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
0.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
0.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
0.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
0.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
0.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
0.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
0.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
0.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
0.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
0.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
0.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
0.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
0.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
0.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
0.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
0.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
0.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
0.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
0.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
0.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
0.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
0.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
0.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
0.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
0.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
0.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
0.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
0.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
0.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
0.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
0.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
0.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
0.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
0.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
0.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
0.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
0.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
0.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
0.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
0.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
0.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
0.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
0.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
0.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
0.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
0.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
0.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
0.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
0.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
0.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
0.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
0.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
0.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
0.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
0.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
0.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
0.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
0.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
0.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
0.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
0.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
0.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
0.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
0.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
0.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
0.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
0.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
0.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
0.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
0.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
0.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
0.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
0.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
0.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
0.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
0.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
0.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
0.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
0.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
0.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
0.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
0.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
0.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
0.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
0.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
0.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
0.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
0.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
0.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
0.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
0.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
0.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
0.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
0.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
0.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
0.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
0.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
0.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
0.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
0.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
0.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
0.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
0.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
0.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
0.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
0.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
0.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
0.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
0.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
0.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
0.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
0.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
0.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
0.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
0.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
0.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
0.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
0.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
0.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
0.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
0.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
0.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
0.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
0.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
0.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
0.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
0.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
0.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
0.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
0.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
0.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
0.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
0.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
0.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
0.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
0.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
0.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
0.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
0.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
0.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
0.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
0.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
0.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
0.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
0.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
0.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
0.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
0.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
0.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
0.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
0.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
0.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
0.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
0.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
0.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
0.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
0.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
0.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
0.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
0.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
0.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
0.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
0.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
0.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
0.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
0.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
0.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
0.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
0.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
0.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
0.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
0.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
0.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
0.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
0.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
0.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
0.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
0.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
0.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
0.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
0.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
0.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
0.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
0.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
0.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
0.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
0.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
0.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
0.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
0.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
0.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
0.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
0.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
0.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
0.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
0.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
0.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
0.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
0.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
0.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
0.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
0.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
0.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
0.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
0.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
0.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
0.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
0.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
0.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
0.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
0.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
0.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
0.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
0.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
0.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
0.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
0.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
0.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
0.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
0.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
0.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
0.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
0.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
0.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
0.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
0.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
0.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
0.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
0.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
0.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
0.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
0.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
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.
Survival analysis data not available.
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 TPM
0.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
0.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
0.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
0.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
0.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
0.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
0.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
0.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
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.
Survival analysis data not available.
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 TPM
0.6
Number of samples
207
Samples
Sample
Description
TPM
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
3.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
2.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
2.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
2.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
2.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
2.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
1.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
1.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
1.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
1.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
1.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
1.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
1.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
1.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
1.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
1.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
1.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
1.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
1.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
1.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
1.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
1.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
1.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
1.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
1.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
0.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
0.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
0.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
0.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
0.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
0.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
0.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
0.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
0.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
0.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
0.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
0.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
0.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
0.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
0.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
0.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
0.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
0.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
0.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
0.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
0.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
0.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
0.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
0.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
0.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
0.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
0.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
0.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
0.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
0.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
0.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
0.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
0.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
0.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
0.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
0.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
0.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
0.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
0.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
0.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
0.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
0.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
0.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
0.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
0.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
0.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
0.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
0.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
0.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
0.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
0.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
0.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
0.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
0.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
0.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
0.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
0.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
0.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
0.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
0.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
0.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
0.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
0.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
0.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
0.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
0.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
0.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
0.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
0.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
0.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
0.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
0.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
0.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
0.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
0.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
0.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
0.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
0.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
0.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
0.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
0.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
0.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
0.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
0.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
0.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
0.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
0.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
0.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
0.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
0.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
0.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
0.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
0.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
0.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
0.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
0.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
0.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
0.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
0.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
0.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
0.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
0.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
0.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
0.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
0.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
0.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
0.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
0.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
0.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
0.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
0.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
0.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
0.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
0.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
0.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
0.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
0.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
0.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
0.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
0.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
0.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
0.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
0.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
0.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
0.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
0.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
0.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
0.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
0.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
0.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
0.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
0.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
0.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
0.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
0.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
0.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
0.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
0.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
0.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
0.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
0.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
0.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
0.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
0.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
0.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
0.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
0.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
0.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
0.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
0.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.9
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.9
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.9
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.7
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.9
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-1.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.7
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-2.5
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
