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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.
LAMA5 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
8.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
65.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
42.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
34.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
19.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
14.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
5.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
5.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
5.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
4.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
4.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
4.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
3.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
3.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
3.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
2.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
2.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
2.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
2.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
2.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
2.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
2.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
2.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
1.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
1.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
1.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
1.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
1.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
0.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 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.
LAMA5 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
20.2
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
117.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
91.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
89.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
87.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
83.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
72.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
71.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
69.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
69.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
68.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
68.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
67.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
65.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
65.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
60.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
58.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
58.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
56.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
53.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
53.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
52.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
52.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
52.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
51.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
50.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
50.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
50.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
50.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
46.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
46.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
44.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
44.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
44.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
44.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
41.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
40.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
40.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
38.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
37.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
36.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
34.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
33.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
31.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
28.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
28.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
24.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
24.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
22.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
17.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
12.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
11.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
11.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
8.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
8.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
7.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
6.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
6.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
6.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
6.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
6.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
6.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
6.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
5.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
5.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
5.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
5.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
5.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
5.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
5.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
4.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
4.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
3.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
3.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
2.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
2.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
1.9
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.
LAMA5 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
8.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
42.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
12.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
9.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
1.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
0.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
LAMA5 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
19.2
Number of samples
207
Samples
Sample
Description
TPM
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
68.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
63.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
62.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
62.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
61.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
54.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
51.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
47.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
44.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
43.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
42.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
42.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
42.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
42.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
38.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
37.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
35.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
33.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
31.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
30.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
29.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
28.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
23.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
23.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
17.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
6.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
6.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
6.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
5.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
5.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
5.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
5.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
4.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
4.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
4.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
3.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
3.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.7
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
1.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
1.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
1.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
1.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
1.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
1.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.0
41a04113-2061-4923-bca5-da586c_D2
Normal
1.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
1.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.9
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.9
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.9
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.8
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.8
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.8
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.8
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.8
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.8
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.8
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.8
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.7
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.7
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.7
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.7
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.6
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
0.5
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.6
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.6
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.7
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.8
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.8
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.8
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.9
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.9
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.9
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.9
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.9
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-1.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-1.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-1.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-1.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-1.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-1.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-1.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-1.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-1.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-1.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-1.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-1.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-1.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.7
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
