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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.
FAM241A 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
3.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
5.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
5.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
5.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
4.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
4.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
3.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
3.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
3.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
3.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
3.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
2.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
FAM241A 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
20.4
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
54.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
49.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
46.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
46.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
45.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
37.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
36.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
35.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
34.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
34.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
32.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
29.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
28.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
26.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
25.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
24.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
23.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
21.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
20.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
18.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
8.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM241A 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
3.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
6.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
4.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
3.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.7
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.
FAM241A 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
21.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
536.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
51.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
42.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
40.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
36.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
34.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
33.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
29.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
29.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
25.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
19.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
18.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
11.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.4
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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.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
