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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.
TMEM243 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
25.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
79.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
64.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
51.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
51.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
47.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
46.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
46.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
46.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
45.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
42.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
41.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
41.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
41.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
39.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
39.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
39.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
39.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
38.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
36.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
36.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
35.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
35.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
34.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
32.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
31.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
31.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
29.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
29.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
27.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
26.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
26.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
26.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
25.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
23.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 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.
TMEM243 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
33.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
28.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
24.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
15.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
13.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TMEM243 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
55.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
47.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
47.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
43.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
43.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
41.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
41.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
41.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
39.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
39.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
37.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
37.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
36.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
34.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
34.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
33.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
30.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
29.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMEM243 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
17.6
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
30.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
26.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
21.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
14.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
