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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.
ZSCAN30 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
7.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
5.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
5.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
5.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
5.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
4.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
4.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
4.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
3.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
3.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
3.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
2.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
2.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
1.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZSCAN30 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
15.0
Number of samples
486
Samples
Sample
Description
TPM
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
39.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
15.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
15.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
14.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
13.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
12.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
12.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
10.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
7.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
6.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.6
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.
ZSCAN30 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
5.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
3.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
2.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
1.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
ZSCAN30 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
16.2
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
243.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
53.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
6.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
