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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.
ZNF641 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
3.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
5.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
5.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
4.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
4.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
4.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
4.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
3.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
3.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
3.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
3.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
2.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
2.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
2.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
2.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
1.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
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.
ZNF641 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
10.3
Number of samples
486
Samples
Sample
Description
TPM
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
11.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
11.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
10.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
10.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
10.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
9.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
9.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
8.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
8.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
8.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
8.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
8.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
7.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
7.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
7.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
7.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
6.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
6.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
6.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
6.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
6.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
5.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
4.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
4.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
3.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.2
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.
ZNF641 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
4.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
3.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
2.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ZNF641 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
10.8
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
9.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
8.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
7.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
7.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
5.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.7
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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
