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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.
ZFC3H1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
9.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.4
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
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
7.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
6.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
5.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
5.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
5.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
4.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
4.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
3.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
3.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
3.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
3.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
3.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
3.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
2.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 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.
ZFC3H1 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
22.2
Number of samples
486
Samples
Sample
Description
TPM
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
81.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
54.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
54.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
54.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
51.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
51.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
50.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
41.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
40.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
39.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
39.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
36.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
36.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
34.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
32.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
31.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
29.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
29.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
26.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
22.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
21.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
ZFC3H1 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
5.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
3.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZFC3H1 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
22.8
Number of samples
207
Samples
Sample
Description
TPM
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
57.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
48.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
42.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
35.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
32.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
30.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
28.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
26.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
26.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
24.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.6
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
1.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
1.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.8
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
0.6
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.6
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-1.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-1.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-1.8
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-2.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
