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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.
SLC39A9 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
20.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
83.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
54.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
34.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
24.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
23.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
22.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
20.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
18.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
14.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
14.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 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.
SLC39A9 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
37.2
Number of samples
486
Samples
Sample
Description
TPM
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
76.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
69.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
68.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
66.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
62.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
61.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
60.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
60.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
60.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
59.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
59.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
56.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
56.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
55.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
55.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
55.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
55.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
55.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
55.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
54.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
54.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
54.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
53.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
53.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
53.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
52.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
52.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
52.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
52.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
52.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
52.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
52.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
52.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
51.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
51.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
51.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
51.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
51.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
51.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
51.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
51.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
50.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
50.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
50.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
50.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
50.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
50.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
49.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
49.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
49.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
49.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
49.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
49.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
49.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
49.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
48.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
48.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
48.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
48.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
47.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
47.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
47.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
47.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
47.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
47.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
47.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
46.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
46.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
46.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
46.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
46.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
45.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
45.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
45.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
44.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
44.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
44.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
44.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
44.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
44.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
44.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
44.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
43.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
43.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
43.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
43.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
43.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
43.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
43.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
42.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
42.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
42.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
41.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
41.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
41.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
41.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
40.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
40.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
40.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
40.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
40.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
40.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
40.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
40.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
39.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
39.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
39.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
39.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
39.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
39.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
39.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
39.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
39.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
38.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
38.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
38.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
38.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
38.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
38.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
38.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
38.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
37.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
37.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
37.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
36.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
36.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
36.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
36.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
36.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
35.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
35.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
35.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
35.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
34.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
34.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
34.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
34.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
34.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
34.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
34.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
33.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
32.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
32.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
31.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
31.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
31.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
29.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
29.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
29.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
28.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
28.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
26.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SLC39A9 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
20.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
20.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC39A9 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
31.3
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
74.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
57.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
56.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
55.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
53.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
52.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
50.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
48.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
47.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
46.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
44.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
44.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
43.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
43.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
42.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
41.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
41.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
40.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
40.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
40.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
40.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
39.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
38.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
37.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
37.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
37.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
35.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
34.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
32.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
32.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
32.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
31.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
30.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
30.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
29.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
28.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
28.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
26.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
26.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
25.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
25.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
22.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
