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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.
ZCCHC24 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
6.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
5.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
4.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
4.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
4.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
3.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
3.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
3.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
3.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
3.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
3.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
3.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
2.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
2.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
2.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
2.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
2.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
1.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
0.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
ZCCHC24 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
486
Samples
Sample
Description
TPM
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
65.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
33.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
27.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
24.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
22.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
20.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
19.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
17.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
17.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
11.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
9.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
8.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
8.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
8.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
7.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
7.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
7.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
7.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
7.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
7.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
6.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
6.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
6.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
6.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
6.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
6.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
5.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
5.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
5.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
5.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
5.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
5.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
5.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
5.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
5.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
5.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
4.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
4.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
4.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
4.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
4.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
4.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
4.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
4.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
4.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
4.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
4.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
4.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
4.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
3.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
3.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
3.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
3.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
3.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
3.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
3.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
3.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
3.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
3.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
3.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
3.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
3.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
3.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
2.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
2.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
2.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
2.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
2.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
2.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
2.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
2.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
2.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
2.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
2.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
2.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
2.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
2.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
2.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
2.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
2.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
1.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
1.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
1.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
1.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.7
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.
ZCCHC24 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
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
34.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
4.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
3.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
3.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
2.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
2.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
2.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
2.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
1.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 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.
ZCCHC24 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
54.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
28.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
8.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
7.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
6.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
6.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
6.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
6.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
5.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
5.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
4.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
4.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
4.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
4.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
3.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
3.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
3.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
3.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
3.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
2.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
2.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
2.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
2.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
1.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.1
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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
