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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.
TMEM69 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
22.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
37.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
36.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
32.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
31.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
31.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
31.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
30.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
29.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
27.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
25.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
23.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
23.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
23.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
22.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
19.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 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.
TMEM69 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
26.8
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
98.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
50.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
49.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
47.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
42.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
41.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
40.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
40.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
39.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
37.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
36.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
35.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
35.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
35.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
35.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
33.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
32.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
32.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
31.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
31.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
31.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
30.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
30.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
30.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
29.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
29.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
29.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
29.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
28.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
28.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
26.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
26.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
26.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
25.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
25.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
25.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
25.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
24.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
24.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
24.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
24.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
23.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
23.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
23.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
23.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
20.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
19.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
18.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.0
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.
TMEM69 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
22.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
44.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
37.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
34.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
29.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
21.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM69 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
25.4
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
55.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
53.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
39.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
38.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
37.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
36.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
35.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
35.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
32.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
32.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
31.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
30.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
30.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
29.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
28.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
26.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
18.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
