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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.
RP9 is potential prognostic, high expression is unfavorable in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
32.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
31.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
31.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
30.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
27.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
20.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
14.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
RP9 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
11.8
Number of samples
486
Samples
Sample
Description
TPM
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
12.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
9.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
9.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
8.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
8.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
8.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
8.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
7.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
7.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
7.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
6.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
6.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
6.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
6.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
5.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
5.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
RP9 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
19.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
45.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
37.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
32.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
23.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 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.
RP9 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
12.1
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
7.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
7.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
5.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
1.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
1.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
1.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.8
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.8
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.8
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.7
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.8
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.8
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.9
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.9
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-1.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-1.9
b2400046-1d25-429d-a821-6040a6
Tumor
-2.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
