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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SAMD13 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
8.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
74.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
64.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
61.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
8.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
7.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
5.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
5.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
4.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
4.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
4.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
3.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
3.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
3.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
3.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
3.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
3.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
2.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
2.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
2.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
2.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
2.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
2.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
2.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
2.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
2.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
1.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
1.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
1.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
1.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
0.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 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.
SAMD13 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
16.2
Number of samples
486
Samples
Sample
Description
TPM
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1537.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
850.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
35.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
24.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
21.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
18.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
17.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
13.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
11.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
11.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
10.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
9.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
9.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
8.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
8.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
8.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
8.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
8.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
8.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
8.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
7.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
7.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
7.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
7.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
7.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
7.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
7.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
7.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
7.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
6.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
6.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
6.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
6.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
6.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
6.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
6.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
6.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
6.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
6.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
6.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
6.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
6.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
6.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
6.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
6.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
6.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
6.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
5.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
5.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
5.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
5.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
5.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
5.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
5.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
5.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
4.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
4.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
4.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
4.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
4.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
4.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
4.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
4.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
4.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
4.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
4.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
4.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
4.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
3.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
3.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
3.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
3.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
3.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
3.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
3.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
2.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
2.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
2.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SAMD13 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
42.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
10.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
9.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
4.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
4.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
4.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
4.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
4.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
3.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
3.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
3.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
2.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
2.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
1.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
1.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
SAMD13 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
11.3
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
39.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
9.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
8.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
7.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
6.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
5.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
4.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
3.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
3.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
2.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
