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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.
LARS2 is potential prognostic, high expression is favorable 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
7.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
13.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
13.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
6.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
6.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
5.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
5.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
5.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
5.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
5.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
5.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
5.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
4.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
3.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
3.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
2.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
2.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
2.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
2.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
2.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
2.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
1.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 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.
LARS2 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
12.0
Number of samples
486
Samples
Sample
Description
TPM
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
33.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
31.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
30.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
16.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
12.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
11.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
10.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
9.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
9.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
9.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
9.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
9.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
9.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
8.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
8.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
8.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
7.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
7.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
7.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
7.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
7.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
7.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
7.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
7.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
6.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
6.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
6.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
6.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
6.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
6.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
6.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
6.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
5.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
5.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
5.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
5.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
4.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
4.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
4.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
4.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
3.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
3.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
2.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
2.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LARS2 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
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
8.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
5.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
4.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
4.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
4.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
3.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LARS2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.7
Number of samples
207
Samples
Sample
Description
TPM
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
21.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
10.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
10.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
9.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
7.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
7.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
6.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
6.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
5.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
4.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.8
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
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Tumor
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
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Normal
0.1
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Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
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Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
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Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
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Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
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Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
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Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.9
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
