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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPNS2 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
19.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
230.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
113.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
104.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
99.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
83.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
63.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
58.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
51.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
50.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
47.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
47.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
46.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
45.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
45.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
43.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
43.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
43.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
42.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
40.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
38.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
29.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
27.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
25.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
17.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
9.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
6.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
SPNS2 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
185.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
178.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
135.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
124.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
118.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
116.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
112.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
107.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
104.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
93.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
87.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
86.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
86.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
84.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
83.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
77.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
75.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
75.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
74.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
68.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
68.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
68.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
67.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
65.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
63.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
63.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
62.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
61.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
61.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
61.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
59.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
59.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
57.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
56.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
56.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
55.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
55.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
55.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
54.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
53.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
52.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
52.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
52.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
51.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
51.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
51.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
51.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
50.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
50.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
50.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
48.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
47.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
47.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
47.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
46.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
45.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
45.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
45.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
44.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
44.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
43.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
41.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
41.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
41.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
40.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
39.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
38.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
38.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
37.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
36.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
35.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
33.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
32.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
32.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
31.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
31.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
27.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
26.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
24.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
20.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
8.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
7.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
6.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
6.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
6.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
5.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
5.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
4.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
4.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
4.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
4.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
4.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
4.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
4.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
4.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
3.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPNS2 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
14.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
103.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
45.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
40.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SPNS2 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
19.8
Number of samples
207
Samples
Sample
Description
TPM
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
87.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
78.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
62.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
55.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
55.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
52.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
51.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
48.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
45.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
45.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
45.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
40.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
39.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
32.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
22.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
6.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
5.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
5.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
5.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
4.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
