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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.
COL9A2 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
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
51.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
51.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
44.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
42.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
42.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
38.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
1.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
1.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
0.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
0.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
0.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 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.
COL9A2 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
10.4
Number of samples
486
Samples
Sample
Description
TPM
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
67.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
54.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
52.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
49.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
42.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
40.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
37.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
32.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
20.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
8.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
7.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
7.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
6.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
6.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
6.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
6.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
6.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
5.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
5.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
5.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
5.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
5.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
5.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
5.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
5.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
5.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
5.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
5.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
5.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
5.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
5.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
5.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
4.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
4.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
4.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
4.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
4.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
4.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
4.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
4.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
4.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
4.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
4.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
4.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
4.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
4.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
4.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
4.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
4.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
4.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
4.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
4.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
4.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
4.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
4.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
4.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
4.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
4.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
4.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
4.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
4.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
4.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
4.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
4.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
3.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
3.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
3.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
3.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
3.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
3.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
3.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
3.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
3.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
3.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
3.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
3.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
3.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
3.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
3.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
3.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
3.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
3.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
3.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
3.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
3.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
3.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
3.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
3.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
3.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
3.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
3.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
3.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
3.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
3.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
3.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
3.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
2.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
2.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
2.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
2.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
2.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
2.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
2.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
2.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
2.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
2.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
2.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
2.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
2.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
2.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
2.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
2.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
2.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
2.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
2.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
2.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
2.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
2.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
2.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
2.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
2.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
2.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
1.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
1.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
1.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
1.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
1.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
1.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
1.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
1.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
1.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
1.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
1.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
1.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
1.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
1.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.8
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.
COL9A2 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
4.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
3.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
2.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
COL9A2 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
10.1
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
55.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
46.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
43.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
6.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
6.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
6.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
5.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
4.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
4.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
4.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
4.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
4.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
4.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
4.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
4.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
4.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
4.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
3.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
3.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
3.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
3.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
3.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
3.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
3.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
3.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
3.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
3.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
3.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
3.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
3.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
3.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
3.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
3.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
2.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
2.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
2.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
2.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
2.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
2.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
2.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
2.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
2.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
2.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
1.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
1.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
1.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
1.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
1.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
1.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
0.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
0.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.7
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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
