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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.
C2CD3 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
4.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
7.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
6.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
6.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
C2CD3 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
21.4
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
35.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
33.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
26.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
25.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
24.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
22.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
21.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
C2CD3 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
4.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
C2CD3 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
22.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
220.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
37.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
25.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
18.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
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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
