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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.
IGLV5-52 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
5.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
5.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
5.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
3.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
3.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 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.
IGLV5-52 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
180.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
144.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
77.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
76.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
69.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
40.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
28.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
8.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
8.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
7.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
6.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
5.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
5.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
5.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
4.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
4.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
4.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
3.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
2.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
IGLV5-52 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
546.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
229.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
3.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IGLV5-52 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
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
89.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
9.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
