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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.
TM2D3 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
27.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
52.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
50.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
47.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
44.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
43.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
42.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
41.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
40.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
40.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
39.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
39.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
39.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
38.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
35.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
35.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
33.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
31.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
31.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
30.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
30.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
30.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
30.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
29.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
29.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
27.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
27.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
27.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
25.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
25.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
21.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
18.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 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.
TM2D3 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
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
24.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
23.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
22.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
20.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
19.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
14.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
11.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
9.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
6.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TM2D3 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
28.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
44.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
41.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
40.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
38.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
37.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
37.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
36.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
36.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
35.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
35.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
34.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
33.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
33.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
31.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
29.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
27.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
25.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
24.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
24.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
20.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.9
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.
TM2D3 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
12.3
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
17.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
7.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2b810478-7956-4a8b-870d-184859_D2
Tumor
1.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_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
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
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
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_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
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
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
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
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
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
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
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
f6afe41c-111d-4818-8485-fe95e0_D2
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
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_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
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
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
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
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
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
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
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_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
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
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
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_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
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
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
