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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.
ZNF354B 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
25.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
1950.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
1243.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
1235.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
551.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
530.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
182.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
4.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
4.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
4.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
3.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
3.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
3.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
3.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
3.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
3.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
3.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
3.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
3.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
3.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
3.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
2.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
2.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
2.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
2.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
2.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
2.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
2.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
2.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
2.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
2.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
2.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
2.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
2.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
2.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
2.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
1.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
1.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
1.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
1.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
1.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
1.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
1.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
1.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
1.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
1.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
1.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
1.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
1.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
1.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
1.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
1.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
1.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
1.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
1.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
1.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
0.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
0.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
0.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 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.
ZNF354B 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
24.9
Number of samples
486
Samples
Sample
Description
TPM
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
88.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
75.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
67.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
67.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
63.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
63.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
61.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
59.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
55.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
52.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
50.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
49.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
48.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
48.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
48.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
47.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
46.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
45.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
43.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
42.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
42.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
41.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
41.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
40.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
38.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
38.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
38.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
38.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
37.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
36.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
36.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
35.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
35.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
34.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
34.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
32.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
31.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
31.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
30.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
28.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
25.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
25.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
24.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
17.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
8.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZNF354B is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
4.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
3.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
3.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
3.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
3.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
2.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
2.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
2.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
2.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
2.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
1.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
1.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
1.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
1.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
1.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
1.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
1.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
1.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 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.
ZNF354B 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
25.7
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
60.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
54.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
53.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
52.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
52.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
47.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
46.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
45.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
40.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
36.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
35.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
35.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
34.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
31.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
31.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
31.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
31.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
30.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
29.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
26.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
25.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
24.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
22.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.4
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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
