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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.
SAPCD2 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
30.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
91.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
86.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
80.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
76.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
76.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
76.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
75.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
70.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
69.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
68.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
64.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
64.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
61.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
61.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
60.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
59.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
58.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
55.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
53.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
52.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
51.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
51.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
51.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
51.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
50.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
49.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
49.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
49.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
48.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
47.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
46.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
44.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
44.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
44.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
43.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
43.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
42.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
42.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
42.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
42.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
41.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
41.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
41.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
41.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
41.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
40.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
40.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
39.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
39.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
39.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
38.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
36.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
36.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
36.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
36.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
36.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
35.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
34.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
33.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
32.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
32.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
31.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
29.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
28.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
SAPCD2 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
24.8
Number of samples
486
Samples
Sample
Description
TPM
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
83.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
79.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
77.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
75.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
74.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
65.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
65.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
58.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
57.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
57.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
54.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
54.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
53.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
53.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
50.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
50.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
49.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
49.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
48.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
48.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
47.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
46.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
45.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
45.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
45.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
45.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
45.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
43.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
42.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
42.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
39.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
39.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
38.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
38.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
37.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
36.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
31.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
31.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
26.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
20.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
20.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
8.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
6.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
SAPCD2 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
29.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
79.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
75.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
57.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
57.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
54.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
54.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
51.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
50.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
49.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
49.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
48.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
45.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
43.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
42.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
41.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
41.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
41.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
39.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
38.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
38.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
35.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
29.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
29.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
26.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
SAPCD2 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
21.4
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
65.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
57.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
52.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
49.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
48.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
47.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
45.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
44.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
42.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
41.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
39.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
39.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
34.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
32.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
31.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
29.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
3.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
2.9
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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
