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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.
SLX9 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
28.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
73.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
58.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
57.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
57.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
56.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
55.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
51.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
50.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
48.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
48.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
47.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
47.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
44.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
44.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
43.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
43.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
42.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
41.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
41.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
40.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
38.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
38.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
38.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
38.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
37.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
37.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
37.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
37.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
36.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
36.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
36.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
36.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
36.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
36.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
34.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
34.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
34.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
34.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
34.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
34.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
33.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
33.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
32.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
32.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
31.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
31.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
30.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
30.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
29.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
28.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
28.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
28.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
27.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
25.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
25.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
25.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
16.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 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.
SLX9 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
486
Samples
Sample
Description
TPM
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
41.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
32.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
25.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
25.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
25.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
22.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
22.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
21.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
19.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
18.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
15.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
10.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
8.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
3.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
SLX9 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
24.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
55.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
49.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
47.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
47.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
44.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
41.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
40.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
35.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
35.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
33.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
32.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
27.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
SLX9 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.5
Number of samples
207
Samples
Sample
Description
TPM
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
9.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
