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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.
TMEM11 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
140.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
75.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
58.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
54.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
52.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
47.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
37.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
36.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
31.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
30.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
29.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
28.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
26.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
26.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
21.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
18.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
18.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
17.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
3.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
TMEM11 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
15.7
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
37.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
25.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
21.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
19.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
16.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
14.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
10.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
8.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
TMEM11 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
18.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
65.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
37.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
35.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
28.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
16.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
11.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
TMEM11 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
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
11.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
5.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
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Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
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Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
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Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
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Normal
-0.2
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Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
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Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
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Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
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Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.6
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
