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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.
TM2D1 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
21.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
48.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
44.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
32.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
31.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
31.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
30.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
29.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
28.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
28.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
27.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
27.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
20.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
18.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 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.
TM2D1 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
21.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
19.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
13.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
12.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
11.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
10.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
8.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
7.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
7.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
7.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
6.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
6.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
6.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
5.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
5.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
5.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
4.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
4.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TM2D1 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
23.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
53.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
50.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
38.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
36.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
35.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
34.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
34.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
33.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
25.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
25.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
24.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
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.
TM2D1 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
13.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
8.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
7.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
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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
