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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.
SLC25A23 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
30.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
102.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
74.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
65.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
65.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
64.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
60.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
57.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
57.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
56.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
56.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
53.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
53.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
52.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
50.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
50.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
47.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
46.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
46.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
46.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
45.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
44.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
44.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
43.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
43.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
43.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
42.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
42.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
42.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
42.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
41.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
40.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
40.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
40.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
39.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
39.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
39.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
38.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
38.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
37.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
36.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
35.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
35.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
35.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
35.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
34.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
33.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
32.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
32.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
30.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
28.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
26.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
25.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
24.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
15.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
14.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 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.
SLC25A23 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
32.5
Number of samples
486
Samples
Sample
Description
TPM
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
80.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
75.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
67.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
66.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
65.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
64.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
63.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
63.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
62.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
62.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
60.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
59.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
58.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
58.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
57.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
56.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
56.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
56.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
56.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
55.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
55.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
55.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
54.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
53.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
52.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
52.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
52.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
51.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
51.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
51.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
51.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
50.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
50.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
50.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
49.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
49.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
49.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
49.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
49.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
49.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
48.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
48.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
48.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
47.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
47.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
47.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
47.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
47.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
46.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
46.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
46.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
46.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
45.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
45.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
45.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
45.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
45.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
44.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
44.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
44.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
44.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
43.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
43.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
43.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
43.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
42.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
42.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
42.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
41.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
41.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
41.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
41.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
41.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
41.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
40.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
40.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
40.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
40.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
40.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
39.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
38.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
38.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
37.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
37.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
37.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
37.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
36.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
36.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
36.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
35.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
35.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
35.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
34.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
28.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
22.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC25A23 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
28.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
65.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
58.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
46.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
45.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
42.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
41.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
40.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
39.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
38.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
35.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
33.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
33.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
31.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
27.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
24.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
20.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 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.
SLC25A23 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
28.8
Number of samples
207
Samples
Sample
Description
TPM
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
67.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
62.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
59.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
50.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
49.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
49.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
49.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
47.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
45.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
45.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
45.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
44.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
43.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
43.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
43.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
42.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
42.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
42.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
40.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
40.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
40.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
39.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
39.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
39.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
39.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
39.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
38.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
38.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
37.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
37.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
35.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
35.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
34.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
34.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
33.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
32.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
31.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
29.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
21.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
20.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
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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
