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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.
ZBTB7C is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
5.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
22.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
7.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
6.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
4.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
4.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
3.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
3.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
3.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
3.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
2.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
2.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
2.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
2.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
2.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
2.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
2.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
2.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
2.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
2.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
1.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
1.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
1.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
1.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
1.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
1.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
1.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
1.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
1.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
1.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
1.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
1.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
1.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
0.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
0.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
0.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
0.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
0.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
0.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
0.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
0.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
0.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
0.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
0.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
0.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
0.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
0.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
0.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
0.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
0.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
0.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
0.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
0.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
0.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
0.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 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.
ZBTB7C 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
13.9
Number of samples
486
Samples
Sample
Description
TPM
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
91.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
63.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
61.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
59.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
59.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
53.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
50.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
48.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
46.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
45.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
38.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
37.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
37.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
36.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
36.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
35.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
34.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
34.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
32.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
31.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
29.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
26.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
8.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
7.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
7.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
6.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
6.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
6.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
5.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
5.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
5.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
5.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
5.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
5.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
5.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
5.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
4.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
4.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
4.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
4.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
4.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
4.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
4.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
4.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
4.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
4.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
4.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
3.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
3.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
3.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
3.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
3.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
3.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
3.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
3.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
3.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
3.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
3.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
3.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
3.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
3.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
2.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
2.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
2.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
2.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
2.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
2.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
2.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
2.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
2.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
2.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
2.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
2.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
2.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
2.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
2.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
2.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
2.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
2.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
2.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
2.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
2.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
2.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
2.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
2.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
2.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
2.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
2.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
1.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
1.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
1.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
1.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
1.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
1.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
1.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
1.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
1.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZBTB7C is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
3.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
13.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
4.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
2.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
2.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
2.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
2.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
1.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
1.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
1.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
1.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
1.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
1.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
1.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
1.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
0.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
0.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
0.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
0.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
0.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
0.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
0.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
0.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 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.
ZBTB7C 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
12.1
Number of samples
207
Samples
Sample
Description
TPM
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
137.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
95.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
67.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
58.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
39.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
37.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
29.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
22.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
8.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
8.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
7.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
6.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
6.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
6.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
5.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
5.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
5.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
5.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
5.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
4.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
4.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
4.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
4.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
4.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
4.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
4.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
4.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
3.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
3.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
3.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
3.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
3.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
3.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
2.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
2.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
2.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
2.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
2.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
2.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
2.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
2.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
2.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
1.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
1.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
1.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
1.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
1.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
1.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
1.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
1.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
0.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
