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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.
SLFN5 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
4.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
32.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
11.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
9.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
6.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
6.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
6.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
5.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
5.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
4.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
4.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
4.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
4.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
4.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
4.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
4.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
3.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
3.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
3.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
3.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
3.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
3.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
3.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
3.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
3.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
3.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
3.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
3.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
3.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
3.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
3.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
2.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
2.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
2.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
2.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
2.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
2.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
2.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
2.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
2.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
2.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
2.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
2.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
2.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
2.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
2.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
1.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
1.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
1.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
1.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
1.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
1.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
1.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
1.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
1.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
1.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
1.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
1.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
1.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
1.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
1.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
1.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
1.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
1.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
1.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
1.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
1.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
1.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
1.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
1.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
1.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
1.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
1.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
1.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
1.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
1.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
1.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
1.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
1.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
0.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
0.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
0.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
0.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
0.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
0.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
0.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
0.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
SLFN5 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
22.1
Number of samples
486
Samples
Sample
Description
TPM
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
91.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
86.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
76.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
69.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
60.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
58.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
58.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
55.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
55.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
55.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
54.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
52.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
52.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
52.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
50.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
50.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
50.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
49.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
49.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
49.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
48.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
47.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
45.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
44.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
44.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
44.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
43.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
42.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
42.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
41.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
41.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
40.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
39.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
39.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
36.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
36.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
35.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
35.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
35.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
35.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
35.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
32.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
31.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
28.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
27.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
27.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
25.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
19.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
15.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
14.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
14.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
9.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
8.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
7.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
4.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
2.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SLFN5 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
3.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
5.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
5.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
5.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
4.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
3.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
3.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
3.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
3.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
3.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
3.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
3.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
3.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
2.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
2.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
2.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
2.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
2.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
2.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
2.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
1.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
1.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
1.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
1.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
1.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
1.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
1.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
1.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
1.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
1.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.0
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
0.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
0.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
0.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SLFN5 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.7
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
144.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
60.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
56.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
46.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
46.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
40.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
39.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
38.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
37.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
37.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
37.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
23.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
22.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
21.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
10.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
9.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
6.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
6.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
6.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
6.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
1.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
1.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.9
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.8
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
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Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
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Normal
0.0
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Tumor
0.0
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Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
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Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
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Normal
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
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Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
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Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
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Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
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Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
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Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
