We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
HAPSTR1 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
13.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
32.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
19.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
16.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
15.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
15.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
12.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
10.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 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.
HAPSTR1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.4
Number of samples
486
Samples
Sample
Description
TPM
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
74.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
68.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
67.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
64.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
62.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
61.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
60.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
59.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
59.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
57.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
57.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
56.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
55.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
55.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
54.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
54.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
54.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
54.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
53.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
53.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
52.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
52.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
52.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
51.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
51.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
50.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
50.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
50.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
50.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
50.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
50.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
50.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
50.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
49.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
49.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
49.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
49.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
49.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
49.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
49.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
49.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
49.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
49.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
49.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
49.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
49.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
49.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
48.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
48.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
48.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
48.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
48.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
48.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
47.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
47.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
47.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
47.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
47.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
46.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
46.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
46.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
46.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
46.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
46.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
46.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
46.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
46.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
45.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
45.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
45.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
45.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
45.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
45.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
45.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
45.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
45.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
45.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
44.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
44.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
44.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
44.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
44.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
44.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
43.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
43.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
43.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
43.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
43.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
43.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
43.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
43.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
43.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
43.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
43.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
42.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
42.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
42.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
42.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
42.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
42.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
42.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
42.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
41.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
41.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
41.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
41.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
41.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
41.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
41.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
41.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
41.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
41.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
41.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
41.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
41.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
41.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
40.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
40.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
40.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
40.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
40.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
40.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
40.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
40.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
40.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
40.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
40.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
40.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
40.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
40.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
39.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
39.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
39.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
39.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
39.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
39.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
39.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
38.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
38.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
38.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
38.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
38.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
38.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
38.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
38.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
38.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
38.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
38.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
38.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
38.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
37.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
37.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
37.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
37.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
37.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
37.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
37.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
37.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
37.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
37.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
37.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
37.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
37.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
37.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
37.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
37.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
36.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
36.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
36.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
36.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
36.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
36.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
36.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
36.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
36.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
35.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
35.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
35.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
35.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
35.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
35.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
34.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
34.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
34.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
34.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
34.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
33.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
33.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
33.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
33.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
32.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
32.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
32.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
32.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
30.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
30.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
30.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
29.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HAPSTR1 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
13.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HAPSTR1 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
37.8
Number of samples
207
Samples
Sample
Description
TPM
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
62.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
62.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
61.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
60.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
59.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
56.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
52.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
52.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
51.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
51.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
50.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
50.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
50.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
49.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
49.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
48.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
47.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
47.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
46.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
46.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
46.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
46.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
45.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
45.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
45.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
44.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
44.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
44.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
43.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
43.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
43.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
42.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
41.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
41.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
41.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
41.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
40.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
40.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
40.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
40.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
40.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
39.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
39.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
39.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
39.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
39.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
39.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
38.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
38.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
38.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
38.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
38.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
38.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
38.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
38.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
38.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
37.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
37.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
37.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
36.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
36.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
36.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
36.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
36.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
35.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
35.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
35.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
35.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
35.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
35.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
35.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
35.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
34.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
34.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
33.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
33.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
33.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
33.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
32.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
32.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
31.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
31.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
30.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
30.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
29.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
27.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
