We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SIPA1L2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
12.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
7.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
6.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
4.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
2.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 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.
SIPA1L2 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
53.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
50.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
45.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
45.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
41.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
41.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
40.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
39.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
35.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
30.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
29.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
19.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
6.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
6.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
6.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
5.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SIPA1L2 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
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
6.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
3.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
1.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SIPA1L2 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
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
75.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
53.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
49.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
38.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
13.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
5.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.0
Show allShow less
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
