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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.
RC3H2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
29.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
RC3H2 is potential prognostic, high expression is unfavorable 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
33.1
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
69.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
65.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
61.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
59.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
56.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
54.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
50.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
50.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
50.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
49.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
48.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
48.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
48.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
48.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
46.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
46.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
46.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
46.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
46.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
45.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
45.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
44.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
44.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
44.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
44.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
44.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
43.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
43.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
42.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
42.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
42.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
42.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
42.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
41.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
40.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
40.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
40.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
39.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
38.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
38.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
38.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
38.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
37.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
37.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
37.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
36.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
36.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
36.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
36.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
36.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
35.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
35.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
34.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
34.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
33.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
33.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
33.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
32.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
32.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
32.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
32.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
31.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
31.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
30.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
30.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
30.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
30.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
29.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
28.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
28.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
26.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
26.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
24.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
RC3H2 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
9.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
13.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
RC3H2 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
30.4
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
54.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
53.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
52.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
48.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
48.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
45.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
44.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
41.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
40.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
39.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
37.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
37.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
37.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
37.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
36.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
36.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
35.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
35.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
34.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
34.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
32.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
32.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
32.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
32.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
31.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
31.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
31.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
30.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
29.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
27.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
27.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
27.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
24.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
24.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
21.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.8
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.9
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-1.0
1c070992-647b-4173-a481-904c4d_D2
Normal
-1.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
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
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
