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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.
TMEM254 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
12.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
55.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
22.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
14.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
13.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
11.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
7.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
3.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
TMEM254 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
10.9
Number of samples
486
Samples
Sample
Description
TPM
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
104.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
60.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
37.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
24.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
9.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
9.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
9.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
9.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
8.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
8.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
8.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
7.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
7.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
7.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
6.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
6.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
5.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
5.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
5.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
5.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
5.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
5.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
5.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
5.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
5.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
5.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
5.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
4.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
4.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
4.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
4.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
4.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
4.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
4.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
4.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
4.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
3.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
3.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
3.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
3.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
3.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
3.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
3.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
3.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
3.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
3.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
3.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
3.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
2.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
2.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
2.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
1.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
1.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
1.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM254 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
7.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM254 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
8.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
7.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
7.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
7.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
7.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
6.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
6.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
5.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
5.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
5.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
5.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
4.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
4.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
4.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
3.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
3.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
2.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
2.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
2.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
2.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
2.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
1.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
1.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
1.3
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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
