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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.
OBI1 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
8.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
14.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
11.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
OBI1 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
12.2
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
21.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
10.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
10.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
8.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
8.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
8.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
7.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
7.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
7.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
5.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
5.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
OBI1 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
9.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
18.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.9
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.
OBI1 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
10.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
