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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.
SLC20A2 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
17.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
70.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
65.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
50.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
43.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
40.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
36.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
34.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
33.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
32.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
30.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
23.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
22.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
19.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
13.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
10.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
SLC20A2 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
25.6
Number of samples
486
Samples
Sample
Description
TPM
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
100.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
87.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
80.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
69.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
68.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
62.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
60.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
59.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
59.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
58.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
57.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
55.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
53.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
52.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
52.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
50.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
50.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
46.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
46.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
44.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
43.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
43.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
43.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
43.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
42.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
42.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
42.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
41.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
40.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
38.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
38.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
37.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
37.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
36.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
36.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
35.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
35.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
34.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
31.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
31.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
30.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
29.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
28.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
28.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
28.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
27.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
27.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
27.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
27.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
26.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
26.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
24.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC20A2 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
18.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
51.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
45.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 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.
SLC20A2 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
25.3
Number of samples
207
Samples
Sample
Description
TPM
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
76.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
75.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
57.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
53.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
49.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
46.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
45.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
45.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
44.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
44.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
42.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
38.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
33.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
32.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
32.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
28.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
27.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
18.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
0.8
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.7
963fc8db-f412-4427-a198-23f660_D2
Normal
0.7
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.7
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
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
64ed43a2-f083-43cb-9d0d-118495_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
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
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
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
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
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
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
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
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
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
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
5da00abd-5fa7-4deb-95f1-7982e0_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
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
