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.
PCMTD1 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
16.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
63.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
59.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
41.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
34.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
34.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
33.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
29.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
26.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
23.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
23.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
23.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
22.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
12.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
12.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
12.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PCMTD1 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
26.9
Number of samples
486
Samples
Sample
Description
TPM
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
60.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
58.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
57.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
57.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
55.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
55.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
53.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
53.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
51.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
51.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
51.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
51.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
50.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
49.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
48.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
48.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
47.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
47.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
47.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
46.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
46.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
46.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
46.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
45.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
45.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
45.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
44.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
42.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
42.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
41.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
41.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
41.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
40.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
40.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
40.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
40.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
40.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
39.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
39.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
38.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
38.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
36.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
36.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
36.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
36.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
35.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
35.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
35.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
34.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
34.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
34.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
34.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
33.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
33.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
33.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
33.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
32.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
31.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
30.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
29.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
28.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
28.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
28.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
26.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
24.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
23.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
23.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
21.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
21.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.8
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.
PCMTD1 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
20.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
85.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
49.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
44.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
39.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
35.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
24.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
18.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PCMTD1 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
29.8
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
77.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
50.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
46.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
44.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
44.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
43.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
43.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
43.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
42.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
41.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
41.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
40.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
40.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
40.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
38.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
37.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
37.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
36.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
36.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
36.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
35.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
35.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
35.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
35.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
34.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
34.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
33.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
33.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
33.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
33.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
32.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
32.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
32.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
31.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
30.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
28.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
28.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
27.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
27.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
26.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
26.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
24.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
24.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.0
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
