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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.
NRBP2 is not prognostic in Colon Adenocarcinoma (TCGA)
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.
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.
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 TPM
4.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
1.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
NRBP2 is not prognostic in Colon Adenocarcinoma (validation)
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.
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.
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 TPM
11.5
Number of samples
486
Samples
Sample
Description
TPM
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
8.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
8.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
7.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
6.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
6.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
6.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
6.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
5.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
5.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
5.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
4.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
4.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
4.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
3.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
2.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 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.
NRBP2 is not prognostic in Rectum Adenocarcinoma (TCGA)
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.
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.
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 TPM
5.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
2.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
NRBP2 is not prognostic in Rectum Adenocarcinoma (validation)
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.
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.
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 TPM
13.2
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
9.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
3.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.1
41a04113-2061-4923-bca5-da586c_D2
Normal
1.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
1.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.9
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.9
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.8
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.8
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.7
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.6
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.9
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.9
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-2.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
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
