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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.
ZNF704 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
4.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
8.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
7.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
5.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
5.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
4.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
3.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
3.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
3.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
3.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
3.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
3.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
2.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
2.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
2.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
1.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
1.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
1.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
1.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
0.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
ZNF704 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
17.2
Number of samples
486
Samples
Sample
Description
TPM
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
69.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
59.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
57.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
56.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
52.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
47.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
43.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
38.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
34.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
34.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
34.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
34.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
34.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
33.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
33.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
32.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
32.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
31.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
30.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
27.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
27.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
26.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
23.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
8.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
8.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
8.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
8.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
5.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
5.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
5.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
5.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
4.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
4.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
4.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
4.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
4.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
4.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
3.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
3.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
3.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
3.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
3.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
3.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
3.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
2.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
2.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
2.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
1.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
1.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
1.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
1.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 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.
ZNF704 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
4.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
7.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
4.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
4.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
3.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
3.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
2.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
1.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.8
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.
ZNF704 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
17.8
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
78.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
49.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
45.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
42.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
34.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
33.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
29.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
23.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
23.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
19.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
5.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
3.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
3.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
2.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
1.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
