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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.
CRYBG3 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
2.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
3.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
2.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
2.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
2.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
2.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
2.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
2.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
2.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
2.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
2.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
1.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
1.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
1.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
1.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
1.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
1.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
0.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
0.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
CRYBG3 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
12.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
12.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
10.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
9.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
9.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
8.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
7.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
6.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
5.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
5.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
5.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
4.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
4.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
3.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
2.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CRYBG3 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
1.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
3.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
2.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
2.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
1.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
1.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
1.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
1.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
1.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
1.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
0.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CRYBG3 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
11.2
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
6.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
6.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
4.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
3.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
3.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
2.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.8
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.9
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.5
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.8
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.9
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.9
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-1.6
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-6.7
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
