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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.
ZHX1 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
9.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
16.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
15.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
14.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
9.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
6.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
ZHX1 is potential prognostic, high expression is unfavorable 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
22.6
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
74.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
73.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
47.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
44.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
44.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
44.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
43.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
41.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
35.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
32.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
31.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
31.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
28.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
28.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
26.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
24.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
20.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
18.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
ZHX1 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
10.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
7.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
ZHX1 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
21.7
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
53.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
49.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
37.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
33.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
31.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
25.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
20.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
20.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
1.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
1.1
41a04113-2061-4923-bca5-da586c_D2
Normal
1.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
1.0
82157a70-12f1-4913-b548-d98881_D2
Normal
1.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.9
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.9
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.7
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.7
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.7
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
