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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM134 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
14.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
33.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
27.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
23.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
23.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
22.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
17.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
15.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
13.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
10.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
4.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TMEM134 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
8.5
Number of samples
486
Samples
Sample
Description
TPM
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
10.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
8.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
8.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
8.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
8.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
8.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
8.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
8.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
7.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
7.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
7.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
7.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
7.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
7.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
7.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
7.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
7.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
7.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
6.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
6.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
6.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
6.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
6.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
6.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
6.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
6.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
6.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
6.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
6.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
6.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
6.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
6.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
6.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
6.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
6.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
5.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
5.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
5.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
5.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
5.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
5.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
5.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
5.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
5.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
5.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
5.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
5.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
5.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
5.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
5.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
5.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
5.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
5.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
5.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
4.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
4.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
4.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
4.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
4.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
4.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
4.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
4.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
4.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
4.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
4.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
4.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
4.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
4.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
4.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
4.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
4.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
3.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
3.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
3.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
3.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
3.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
3.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
3.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
3.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
3.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
3.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
3.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
3.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
3.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
3.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
2.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
2.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
2.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
1.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM134 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
35.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
19.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM134 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
8.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
12.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
10.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
8.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
8.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
7.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
7.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
6.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
6.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
6.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
6.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
6.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
6.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
5.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
5.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
5.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
5.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
5.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
4.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
4.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
4.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
4.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
4.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
4.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
4.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
4.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
4.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
4.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
4.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
4.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
4.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
3.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
3.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
3.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
3.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
3.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
3.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
2.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
2.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
2.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
