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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.
SPOCK2 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
5.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
63.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
40.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
27.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
18.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
5.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
1.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
1.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 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.
SPOCK2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.3
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
100.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
81.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
76.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
42.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
40.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
36.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
29.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
7.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
6.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
6.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
6.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
6.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
5.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
5.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
5.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
5.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
5.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
5.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
5.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
5.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
5.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
5.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
5.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
5.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
5.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
5.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
5.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
5.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
5.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
5.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
4.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
4.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
4.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
4.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
4.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
4.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
4.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
4.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
4.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
4.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
4.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
3.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
3.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
3.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
3.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
3.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
3.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
3.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
2.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
2.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
2.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
2.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
2.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
1.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
1.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
1.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
1.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
SPOCK2 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
4.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
11.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 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.
SPOCK2 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
12.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
7.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
7.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
7.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
5.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
5.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
5.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
4.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
4.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
3.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
3.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
2.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
2.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
2.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.1
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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
