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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.
SLC37A3 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
23.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
69.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
49.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
45.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
40.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
37.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
36.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
35.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
31.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
31.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
29.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
29.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
26.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
26.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
26.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
25.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
25.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
24.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
22.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
21.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
20.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
15.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
SLC37A3 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.7
Number of samples
486
Samples
Sample
Description
TPM
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
77.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
62.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
54.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
52.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
52.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
51.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
50.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
49.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
48.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
47.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
47.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
46.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
45.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
42.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
42.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
42.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
40.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
39.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
39.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
39.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
38.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
37.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
37.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
37.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
36.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
36.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
36.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
34.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
34.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
33.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
33.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
32.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
31.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
30.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
30.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
23.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
SLC37A3 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
22.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
37.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
37.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
34.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
32.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
32.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
24.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC37A3 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
24.9
Number of samples
207
Samples
Sample
Description
TPM
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
51.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
50.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
47.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
46.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
43.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
37.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
36.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
34.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
33.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
32.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
32.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
31.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
30.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
29.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
28.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.4
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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.
The Human Protein Atlas project is funded
