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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.
RFTN1 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
11.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
48.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
47.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
40.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
38.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
28.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
27.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
26.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
20.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
8.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
6.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
4.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
4.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
3.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
3.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
3.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
2.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
1.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
1.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
1.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 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.
RFTN1 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
19.3
Number of samples
486
Samples
Sample
Description
TPM
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
51.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
50.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
42.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
41.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
41.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
41.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
40.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
39.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
38.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
36.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
35.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
35.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
34.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
34.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
34.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
34.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
33.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
29.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
26.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
25.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
22.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
21.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
21.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
19.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
13.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
11.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
8.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
7.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
6.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
4.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFTN1 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
11.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
63.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
15.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
15.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
7.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
6.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
6.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
5.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
3.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
RFTN1 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
19.6
Number of samples
207
Samples
Sample
Description
TPM
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
49.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
47.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
47.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
46.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
42.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
40.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
38.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
38.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
36.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
35.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
32.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
30.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
28.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
28.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
26.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
25.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
24.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
21.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
21.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
7.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
7.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
5.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
4.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.9
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.4
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Tumor
0.4
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Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
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Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
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Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
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Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
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Normal
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
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Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.2
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Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
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Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.4
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Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.4
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Normal
-0.4
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Tumor
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.5
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Normal
-0.5
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Normal
-0.5
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Normal
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.5
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.5
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Tumor
-0.6
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
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Tumor
-0.7
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Normal
-0.7
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Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
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
