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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.
LSAMP is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
2.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
6.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
6.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
5.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
5.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
5.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
5.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
4.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
4.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
4.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
4.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
4.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
4.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
3.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
3.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
3.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
3.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
3.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
3.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
3.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
3.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
3.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
3.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
3.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
2.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
2.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
2.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
2.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
2.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
2.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
2.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
2.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
2.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
2.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
2.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
2.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
2.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
2.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
2.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
2.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
2.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
2.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
2.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
2.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
2.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
2.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
2.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
2.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
2.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
2.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
2.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
2.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
2.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
1.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
1.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
1.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
1.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
1.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
1.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
1.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
1.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
1.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
1.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
1.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
1.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
1.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
1.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
1.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
1.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
1.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
1.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
1.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
1.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
1.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
1.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
1.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
1.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
1.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
1.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
1.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
1.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
1.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
1.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
1.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
1.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
1.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
1.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
1.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
1.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
1.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
1.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
1.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
1.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
1.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
1.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
1.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
1.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
1.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
1.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
1.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
1.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
1.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
1.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
1.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
0.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
0.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
0.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
0.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
0.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
0.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
0.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
0.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
0.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
0.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
0.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
0.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
0.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
0.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
0.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
0.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
0.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
0.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
0.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
0.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
0.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
LSAMP 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
10.7
Number of samples
486
Samples
Sample
Description
TPM
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
32.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
15.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
12.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
11.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
11.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
11.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
10.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
10.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
9.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
9.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
9.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
8.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
8.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
8.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
8.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
8.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
8.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
8.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
8.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
7.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
7.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
7.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
7.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
7.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
7.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
7.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
7.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
7.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
6.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
6.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
6.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
6.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
6.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
6.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
6.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
6.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
6.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
6.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
6.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
6.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
6.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
6.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
6.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
6.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
6.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
6.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
6.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
6.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
5.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
5.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
5.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
5.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
5.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
5.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
5.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
5.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
5.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
5.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
5.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
5.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
5.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
5.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
4.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
4.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
4.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
4.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
4.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
4.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
4.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
4.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
4.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
4.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
4.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
4.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
4.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
4.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
3.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
3.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
3.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
3.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
3.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
LSAMP 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
2.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
9.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
6.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
4.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
4.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
3.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
3.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
3.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
3.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
2.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
2.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
2.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
2.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
2.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
2.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
2.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
2.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
2.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
2.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
2.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
1.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
1.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
1.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
1.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
1.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
1.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
1.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
1.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
1.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
1.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
1.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
1.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
1.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
1.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
1.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
1.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
1.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
0.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
0.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
0.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
0.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
0.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
0.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
LSAMP 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
11.9
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
177.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
10.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
8.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
8.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
6.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
6.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
6.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
5.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
5.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
5.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
5.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
5.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
5.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
5.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
4.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
4.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
4.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
4.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
4.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
4.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
4.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
4.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
4.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
4.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
4.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
2.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
1.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
1.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
1.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
1.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
1.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
1.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
1.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
1.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
1.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
1.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
1.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
1.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
1.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
1.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
1.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
1.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
1.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.9
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.9
41a04113-2061-4923-bca5-da586c_D2
Normal
0.9
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.9
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.8
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.8
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.8
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.7
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.7
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.6
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.6
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.5
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.7
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.7
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.8
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.8
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.8
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.8
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.9
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.9
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.9
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.9
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-1.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-1.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-1.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-1.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-1.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.2
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-1.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-1.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-1.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-1.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-1.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-1.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-1.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-2.2
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.
The Human Protein Atlas project is funded
