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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.
ZHX2 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
7.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
7.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
7.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
5.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
5.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
4.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
4.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
4.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
4.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
2.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
2.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
ZHX2 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
38.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
36.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
30.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
25.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
24.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
23.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
22.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
17.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
13.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
ZHX2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
18.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
15.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
10.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
9.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
5.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
4.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
3.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ZHX2 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
2.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
1.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-1.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.8
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
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_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
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
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
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_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
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
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
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
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
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
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
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
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
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
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
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
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_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
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
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
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
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_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
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
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
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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
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
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
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
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
1563ef63-d2e6-406f-adc1-255949_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
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
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.