We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SCML1 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
11.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
52.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
43.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
36.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
28.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
15.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
14.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
13.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
9.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
6.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
5.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
5.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
4.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
3.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
2.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
1.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
SCML1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.6
Number of samples
486
Samples
Sample
Description
TPM
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
57.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
50.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
50.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
47.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
43.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
42.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
38.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
37.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
37.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
37.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
36.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
35.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
33.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
33.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
32.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
31.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
30.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
29.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
28.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
26.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
11.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
10.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
10.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
10.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
8.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
8.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
7.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
7.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
7.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
7.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
7.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
7.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
7.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
6.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
6.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
6.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
5.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
5.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
4.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SCML1 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
12.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
24.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
19.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
4.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
3.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCML1 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
16.8
Number of samples
207
Samples
Sample
Description
TPM
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
58.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
52.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
45.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
32.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
22.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
16.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
8.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
8.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
8.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
7.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
6.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
5.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.8
Show allShow less
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
