We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SCAF4 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
14.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
23.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
13.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
13.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SCAF4 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
28.9
Number of samples
486
Samples
Sample
Description
TPM
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
52.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
48.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
47.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
44.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
43.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
42.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
41.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
40.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
40.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
39.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
39.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
38.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
38.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
37.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
37.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
37.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
37.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
37.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
37.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
37.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
35.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
35.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
35.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
35.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
34.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
34.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
34.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
34.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
33.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
33.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
33.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
33.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
33.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
33.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
33.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
33.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
32.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
32.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
31.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
31.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
31.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
31.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
31.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
30.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
30.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
30.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
30.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
30.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
30.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
29.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
29.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
29.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
29.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
28.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
28.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
28.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
27.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
27.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
27.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
27.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
26.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
26.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
26.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
26.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
25.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
24.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
24.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
24.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
21.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
20.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SCAF4 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
15.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
22.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
14.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
10.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.1
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.
SCAF4 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
28.9
Number of samples
207
Samples
Sample
Description
TPM
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
49.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
49.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
43.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
41.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
40.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
40.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
40.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
38.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
38.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
38.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
37.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
36.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
36.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
35.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
35.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
35.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
33.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
33.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
33.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
33.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
33.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
32.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
31.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
31.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
31.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
30.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
30.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
29.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
29.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
29.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
28.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
27.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
27.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
23.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.6
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
