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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.
GOLGB1 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
11.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
23.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
17.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
14.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
10.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
6.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GOLGB1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
486
Samples
Sample
Description
TPM
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
54.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
48.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
45.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
45.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
43.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
42.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
41.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
41.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
40.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
40.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
39.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
39.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
38.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
38.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
36.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
34.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
34.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
33.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
32.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
32.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
31.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
30.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
30.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
29.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
28.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
27.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
27.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
27.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
25.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
25.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
24.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
23.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
21.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
21.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
GOLGB1 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
11.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
10.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
GOLGB1 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
26.8
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
52.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
50.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
48.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
47.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
45.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
44.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
41.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
39.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
38.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
36.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
36.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
33.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
32.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
31.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
31.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
30.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
30.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
29.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
29.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
28.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
28.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
27.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
27.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
25.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
25.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
24.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
24.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.9
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
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Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
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
