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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.
SLC30A9 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
10.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
17.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
15.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC30A9 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
10.8
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
13.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
8.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
7.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
6.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
6.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
6.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
5.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLC30A9 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
10.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
6.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SLC30A9 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
10.7
Number of samples
207
Samples
Sample
Description
TPM
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
8.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.4
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
