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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.
ANKRD36C 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
1.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
2.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
2.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
1.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
1.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
1.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
1.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
1.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
1.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
1.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
1.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
1.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
1.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
1.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
1.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
1.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
1.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
1.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
1.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
1.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
1.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
1.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
1.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
1.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
1.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
0.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
0.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
0.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
0.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
0.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
0.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
0.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
0.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
0.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
0.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
0.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
0.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
0.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
0.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
0.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
0.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
0.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
0.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
0.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
0.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
0.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
0.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
0.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
0.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
0.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
0.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
0.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
0.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
0.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
0.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
0.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
0.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
0.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
0.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
0.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
0.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
0.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
0.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
0.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
0.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
0.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
0.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
ANKRD36C 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
18.9
Number of samples
486
Samples
Sample
Description
TPM
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
127.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
107.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
103.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
92.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
83.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
66.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
59.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
55.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
53.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
50.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
49.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
49.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
48.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
47.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
46.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
39.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
31.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
22.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
8.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
8.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
8.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
5.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
4.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
Survival analysis data not available.
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
0.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
1.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
1.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
1.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
1.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
1.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
1.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
1.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
1.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
1.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
1.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
1.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
0.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
0.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
0.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
0.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
0.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
0.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
0.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
0.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
0.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
0.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
0.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
0.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
0.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
0.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
0.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
0.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
0.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
0.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
0.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
0.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
0.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.1
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.
ANKRD36C 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
16.1
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
41.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
40.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
39.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
33.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
28.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
25.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
20.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
18.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
8.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
7.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
